Publications

Human Delegation Behavior in Human-AI Collaboration: The Effect of Contextual Information
Spitzer, P.; Holstein, J.; Hemmer, P.; Vössing, M.; Kühl, N.; Martin, D.; Satzger, G.
2025. Proceedings of the ACM on human-computer interaction, 9 (2), 1–28. doi:10.1145/3710999 

ASSUME: An agent-based simulation framework for exploring electricity market dynamics with reinforcement learning
Harder, N.; Miskiw, K. K.; Khanra, M.; Maurer, F.; Patil, P.; Qussous, R.; Weinhardt, C.; Klobasa, M.; Ragwitz, M.; Weidlich, A.
2025. SoftwareX, 30, 102176. doi:10.1016/j.softx.2025.102176  

How Can Teams Benefit From AI Team Members? Exploring the Effect of Generative AI on Decision‐Making Processes and Decision Quality in Team–AI Collaboration
Zercher, D.; Jussupow, E.; Benke, I.; Heinzl, A.
2025. Journal of Organizational Behavior. doi:10.1002/job.2898  

High-Risk Artificial Intelligence
Sunyaev, A.; Benlian, A.; Pfeiffer, J.; Jussupow, E.; Thiebes, S.; Maedche, A.; Gawlitza, J.
2025. Business & Information Systems Engineering. doi:10.1007/s12599-025-00942-6  

TESY: A Usability Test-Driven Prototyping Assistant Connecting Designers with Crowd-Testers
Kretzer, F.; Maedche, A.
2025. Proceedings of the ACM on Human-Computer Interaction, 9 (2), Article-No.: CSCW184. doi:10.1145/3711082  

Viral engagement? The impact of the COVID-19 pandemic on e‑participation
Büll, J.; Fegert, J.
2025. Zeitschrift für Politikwissenschaft, 35 (1), 1–25. doi:10.1007/s41358-025-00406-z  

Automatic Gear Tooth Alignment 2.0: Improved Image Segmentation for Better Rotation Angle Deviation Determination
Grimm, F.; Kiefer, D.; Straub, T.; Bitsch, G.; van Dinther, C.
2025. Procedia Computer Science, 253, 1256–1265. doi:10.1016/j.procs.2025.01.187  

Eye-Based Recognition of User Traits and States—A Systematic State-of-the-Art Review
Langner, M.; Toreini, P.; Mädche, A.
2025. Journal of Eye Movement Research, 18 (2), Art.-Nr.: 8. doi:10.3390/jemr18020008  

Coordinated bidding in sequential electricity markets: Effects of price-making
Miskiw, K. K.; Kraft, E.; Fleten, S.-E.
2025. Energy Economics, 144, 108316. doi:10.1016/j.eneco.2025.108316  

Advancing Wearable BCI: Headphone EEG for Cognitive Load Detection in Lab and Field
Knierim, M. T.; Zimny, C.; Ivucic, G.; Röddiger, T.
2025. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 9 (1), 1–26. doi:10.1145/3712283 

AF-Mix: A gaze-aware learning system with attention feedback in mixed reality
Liu, S.; Toreini, P.; Maedche, A.
2025. International Journal of Human-Computer Studies, 198, Art.-Nr.: 103467. doi:10.1016/j.ijhcs.2025.103467  

Continuous Value Shaping: A Boundary Concept for Innovating Service Innovation Approaches
Böhmann, T.; Roth, A.; Satzger, G.; Benz, C.; Beverungen, D.; Boes, A.; Breidbach, C.; Gersch, M.; Gudergan, G.; Hogreve, J.; Kurtz, C.; Langes, B.; Leimeister, J. M.; Lewandowski, T.; Meiren, T.; Nägele, R.; Paluch, S.; Peters, C.; Pöppelbuss, J.; Robra-Bissantz, S.; Schultz, C.; Schuhmann, J.; Wirtz, J.; Wünderlich, N.
2025. Electronic markets 

Interview with Tobias Lindner on the Relationship Between Academia and Politics: Digital Transformation, Participation, and Mitigating Disinformation
Weinhardt, C.; Fegert, J.
2025. Business & Information Systems Engineering, 67 (1), 137–139. doi:10.1007/s12599-025-00927-5  

Engaging citizen scientists: designing an open research system for collaborative problem exploration
Gau, M.; Greif‑Winzrieth, A.; Maedche, A.; Weinhardt, C.; Brocke, J. vom
2025. Electronic markets, 35 (12)  

MALACHITE - Enabling Users to Teach GUI-Aware Natural Language Interfaces
Ruoff, M.; Myers, B. A.; Maedche, A.
2025. ACM Transactions on Interactive Intelligent Systems, 15 (2), 1–29. doi:10.1145/3716141 

AI Reliance and Decision Quality: Fundamentals,Interdependence, and the Effects of Interventions
Schöffer, J.; Jakubik, J.; Vössing, M.; Kühl, N.; Satzger, G.
2025. Journal of artificial intelligence research, 82, 471–501  

There is business like show business! What marketing scholars and managers can learn from 40 years of entertainment science research
Behrens, R.; Kupfer, A.-K.; Hennig-Thurau, T.
2025. Journal of the Academy of Marketing Science, 53 (3), 760–780. doi:10.1007/s11747-024-01057-2  

Towards Understanding AI Delegation: The Role of Self-Efficacy and Visual Processing Ability
Westphal, M.; Hemmer, P.; Vössing, M.; Schemmer, M.; Vetter, S.; Satzger, G.
2025. ACM Transactions on Interactive Intelligent Systems, 15 (1), 1–24. doi:10.1145/3696423 

Integrating European contexts and needs into WHO guiding principles on online mental health content for young people: five recommendations
Ludwig-Walz, H.; Bujard, M.; Fegert, J.; Fegert, J. M.
2025. European Child & Adolescent Psychiatry, 34 (3), 1221–1224. doi:10.1007/s00787-024-02566-9  

Situational selections of design methods for digital innovation processes
Liu, X.; Werder, K.; Maedche, A.; Sun, L.
2025. International Journal of Innovation Science, 17 (2), 373–393. doi:10.1108/IJIS-02-2023-0046 

Enabling inter-organizational analytics in business networks through meta machine learning
Hirt, R.; Kühl, N.; Martin, D.; Satzger, G.
2025. Information technology and management, 26 (1), 57–81. doi:10.1007/s10799-023-00399-7  

From Consumption to Collaboration: Measuring Interaction Patterns to Augment Human Cognition in Open-Ended Tasks
Holstein, J.; Diener, M.; Spitzer, P.
2025. CHI 2025 Workshop: Tools for Thought: Research and Design for Understanding, Protecting, and Augmenting Human Cognition with Generative AI 

Towards Human-Understandable Multi-Dimensional Concept Discovery
Grobrügge, A.; Kühl, N.; Satzger, G.; Spitzer, P.
2025. Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) 2025, Institute of Electrical and Electronics Engineers (IEEE) 

Past Lessons, Future Directions: An Author-Informed Review of Design Science Research in Information Systems
Reiners, S.; Kipping, G.; Tingelhoff, F.; Gau, M.
2025. Local Solutions for Global Challenges – 20th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2025, Montego Bay, Jamaica, June 2–4, 2025, Proceedings, Part I. Ed.: S. Chatterjee, 99–115, Springer Nature Switzerland. doi:10.1007/978-3-031-93976-1_7 

AI-Based Design Science Research: An Exploratory Framework for Leveraging Artificial Intelligence in Design Science Research
Gau, M.; Kretzer, F.; Maedche, A.; vom Brocke, J.
2025. Local Solutions for Global Challenges – 20th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2025, Montego Bay, Jamaica, June 2–4, 2025, Proceedings, Part I. Ed.: S. Chatterjee, 18–31, Springer Nature Switzerland. doi:10.1007/978-3-031-93976-1_2 

Designing Political Information Systems Encouraging Societal Discourse
Benke, I.; Hagedorn, T.; Seitz, J.
2025. ECIS 2025, ECIS2025–1838, AIS eLibrary (AISeL) 

Explanation Provision Strategies in LLM-based Data Assistants: Impact on Extraneous Cognitive Load, Trust, and TaskImpact on Extraneous Cognitive Load, Trust, and Task Performance
Sîrbu, A.-M.; Schelhorn, T. C.; Gnewuch, U.
2025. ECIS 2025, ECIS2025–1614, AIS eLibrary (AISeL) 

Designing Adaptive LLM-Based Social Robots for Retail Sales Consultations
Hanschmann, L.; Gnewuch, U.; Kaiser, C.; Mädche, A.
2025. ECIS 2025, ECIS2025–1947, AIS eLibrary (AISeL) 

The Impact Of Multitasking In Video Meetings On Meeting Outcomes: Initial Results
Seitz, J.; Stano, F.; Riedl, R.; Mädche, A.
2025. ECIS 2025, ECIS2025–1659, AIS eLibrary (AISeL) 

Facilitating Design Knowledge Access With a Generative AI-Based Conversational Assistant
Gau, M.; Gnewuch, U.
2025. ECIS 2025, ECIS2025–1279, AIS eLibrary (AISeL) 

Personalization in Business Intelligence and Analytics Systems: A State-of-the-Art Review and Conceptualization
Jacob, K.; Gunklach, J.; Mädche, A.
2025. ECIS 2025, ECIS2025–1590, AIS eLibrary (AISeL) 

GazeClass: Towards Gaze-Adaptive Cross-Device Learning Support for Virtual Classrooms
Liu, S.; Mädche, A.; Feick, M.
2025. CHI EA ’25: Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems. Ed.: N. Yamashita, Article No.: 299, Association for Computing Machinery (ACM). doi:10.1145/3706599.3720232 

Imprinto: Enhancing Infrared Inkjet Watermarking for Human and Machine Perception
Feick, M.; Tang, X.; Garcia-Martin, R.; Luchianov, A.; Huang, R. W. X.; Xiao, C.; Siu, A.; Dogan, M. D.
2025. CHI 2025: CHI Conference on Human Factors in Computing Systems, Yokohama, Japan, 26 April 2025- 1 May 2025. Ed.: N. Yamashita, Art.-Nr.: 447, Association for Computing Machinery (ACM). doi:10.1145/3706598.3713286  

GastroConcerto: Towards Designing Auditory Dining System to Enrich Chefs’ Culinary Practices
Wang, H.; Deng, J.; Kong, D.; Fang, Z.; Luo, H.; Pasumarthy, N.; Patibanda, R.; Abewickrema, S.; Fang, X. Z.; Elvitigala, D. S.; Mueller, F. ’.
2025. CHI EA ’25: Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 1–8, Association for Computing Machinery (ACM). doi:10.1145/3706599.3719700 

Closing the Loop between User Stories and GUI Prototypes: An LLM-Based Assistant for Cross-Functional Integration in Software Development
Kretzer, F.; Kolthoff, K.; Bartelt, C.; Ponzetto, S. P.; Maedche, A.
2025. CHI 2025: CHI Conference on Human Factors in Computing Systems, Yokohama, Japan, 26 April 2025- 1 May 2025. Ed.: N. Yamashita, 1–19, Association for Computing Machinery (ACM). doi:10.1145/3706598.3713932  

Shared Mental Models for Better Virtual Collaboration : Is there Potential for Adaptation?
Gaube, B.; Hariharan, A.; Knierim, M. T.; Weinhardt, C.
2025. Engineering Psychology and Cognitive Ergonomics. Ed.: D. Harris. Pt. 1, Springer Nature Switzerland. doi:10.1007/978-3-031-93718-7_19  

Exploring the Effects of Consistency-Based Hallucination Detection for LLM-Based QA Chatbots: A Simulation Study
Rapp, S.; Maedche, A.; Jainta, M.
2025. Chatbots and Human-Centered AI : 8th International Workshop, CONVERSATIONS 2024, Thessaloniki, Greece, December 4–5, 2024, Revised Selected Papers. Ed.: A. Følstad, 33–47, Springer Nature Switzerland. doi:10.1007/978-3-031-88045-2_3 

LadderChat An LLM-Based Conversational Agent for Laddering Interviews
Hanschmann, L.; Mokelke, M.; Maedche, A.
2025. Chatbots and Human-Centered AI – 8th International Workshop, CONVERSATIONS 2024, Thessaloniki, Greece, December 4–5, 2024, Revised Selected Papers. Ed.: A. Følstad, 48–65, Springer Nature Switzerland. doi:10.1007/978-3-031-88045-2_4 

Unveiling Green Facades: Detecting Greenwashing Tendencies in Corporate Sustainability Reports
Motz, M.; Uzun, S.; Hariharan, A.; Weinhardt, C.
2025. Proceedings of the 58th Hawaii International Conference on System Sciences. Ed.: T. X. Bui, 951–960, University of Hawaii Press 

HUBII 2.0 Towards an Open Hub for Human Biosignal Intelligence
Müller, E.; Benke, I.; Mädche, A.
2025. Information Systems and Neuroscience NeuroIS Retreat 2024, Vienna, Austria. Ed. F. Davis, 223–230, Springer. doi:10.1007/978-3-031-71385-9_18 

A Cognitive Load-Adaptive Microbreak Intervention in Video Meeting Systems: First Results from a DSR Project
Krisam, C.; Seitz, J.; Knierim, M. T.; Maedche, A.
2025. Information Systems and Neuroscience NeuroIS Retreat 2024, Vienna, Austria. Ed. F. Davis, 327–336, Springer. doi:10.1007/978-3-031-71385-9_28 

The Impact of Chain-of-Thought Display on the Effective Use of LLM-based Analytics Agents
Schelhorn, T. C.; Gnewuch, U.; Maedche, A.
2025. Proceedings of the Twenty-Third Annual Pre-ICIS Workshop on HCI Research in MIS, Bangkok, Thailand, December 15th, 2024, 1–6, AIS eLibrary (AISeL) 

The Devil is in the Details? Investigating 3D Visualization Types for E-Participation in Urban Planning
Stein, C.; Wittmer, A.; Buß, L.; Fegert, J.
2025. Proceedings of the 58th Hawaii International Conference on System Sciences (HICSS), Waikoloa, 7th-10th January 2025. Hrsg. von: Tung X. Bui 

From (Design) Theory to (Participation) Practice: Leveraging a Taxonomy for Digital Involvement Projects
Stein, C.; Wittmer, A.; Weinhardt, C.; Fegert, J.
2025. Proceedings of the 58th Hawaii International Conference on System Sciences (HICSS), Honololu, 7th-10th January 2025. Hrsg. von: Tung X. Bui, University of Hawaii at Manoa 

Visualizing Social Sentiment: Designing an Interactive Dashboard for Informed Decision-Making
Borukhson, D.; Glaum, L.; Weinhardt, C.; Fegert, J.
2025. Proceedings of the 58th Hawaii International Conference on System Sciences | 2025, 1493–1502  

Designing AI Assistants for Novices: Bridging Knowledge Gaps in Onboarding
Holstein, J.; Müller, P.; Vössing, M.; Fromm, H.
2025. 58th Hawaii International Conference on Systems Sciences, Waikoloa, 7th-10th January 2025, Association for Information Systems (AIS) 

Engaging in Data Ecosystems: Propositions for Design Characteristics to Foster Value Co-Creation
Fassnacht, M.; Benz, C.; Riefle, L.; Fromm, H.; Satzger, G.
2025. HICSS 2025 - 58th Hawaii International Conference on Systems Sciences, Waikoloa, 7th-10th January 2025, Association for Information Systems (AIS) 

Designing Gaze-Adaptive Visualizations of Mutual Gaze for Video Meetings
Reuscher, T. F.; Seitz, J.; Greif-Winzrieth, A.; Langner, M.; Soballa, K.; Maedche, A.; Nieken, P.
2025. Information Systems and Neuroscience NeuroIS Retreat 2024, Vienna, Austria. Ed. F. Davis, 247–255, Springer. doi:10.1007/978-3-031-71385-9_21 

Design and Evaluation of an Anti-Phishing Artifact Based on Useful Transparency
Beckmann, C.; Berens, B.; Kühl, N.; Mayer, P.; Mossano, M.; Volkamer, M.
2025. Socio-Technical Aspects in Security: 12th International Workshop, STAST 2022, Copenhagen, Denmark, September 29, 2022, Revised Selected Papers. Ed.: M. Mehrnezhad, 113–133, Springer Nature Switzerland. doi:10.1007/978-3-031-83072-3_7  

Towards Designing a NLU Model Improvement System for Customer Service Chatbots
Schloß, D.; Gnewuch, U.; Maedche, A.
2025. Transforming the Digitally Sustainable Enterprise – Proceedings of the 18th International Conference on Wirtschaftsinformatik, Paderborn, Germany, 2023, Vol. 3. Ed.: D. Beverungen, 207–216, Springer Nature Switzerland. doi:10.1007/978-3-031-80125-9_12 

Reading Between the Green Lines: A Framework for Scalable Greenwashing Detection - Data Set
Motz, M.; Uzun, S.
2025, April 1. doi:10.35097/cske5jzw83k36fsr 

New Laws and Regulation – Opportunities for BISE Research
Pfeiffer, J.; Lachenmaier, J. F.; Hinz, O.; van der Aalst, W.
2024. Business & Information Systems Engineering, 66 (6), 653–666. doi:10.1007/s12599-024-00902-6  

Speeding Up CNC Tool Manufacturing: Implementing Explainable AI for Setup Time Reduction and Production Agility
Kiefer, D.; Grimm, F.; Straub, T.; Bitsch, G.; Dinther, C. Van; Höllig, J.
2024. Procedia CIRP, 130, 982 – 987. doi:10.1016/j.procir.2024.10.195  

An Algorithm for Modelling Rolling Intrinsic Battery Trading on the Continuous Intraday Market
Semmelmann, L.; Dresselhaus, J.; Miskiw, K. K.; Ludwig, J.; Weinhardt, C.
2024. Energy Informatics Review, 4 (4) 

Enhancing power skiving tool longevity: the synergy of AI and robotics in manufacturing automation
Kiefer, D.; Grimm, F.; Straub, T.; Bitsch, G.; Dinther, C. V.
2024. International Journal of Mechatronics and Manufacturing Systems, 17 (2), 201–224. doi:10.1504/IJMMS.2024.143059  

High-dimensional macroeconomic stress testing of corporate recovery rate
Nazemi, A.; Baumann, F.; Schienle, M.; Fabozzi, F. J.
2024. Quantitative Finance, 24 (11), 1669–1678. doi:10.1080/14697688.2024.2414758 

"Mirror, mirror in the call": Exploring the Ambivalent Nature of the Self-view in Video Meeting Systems with Self-Reported & Eye-Tracking Data
Seitz, J.; Benke, I.; Maedche, A.
2024. Proceedings of the ACM on Human-Computer Interaction, 8 (CSCW2), Art.-Nr.: 392. doi:10.1145/3686931  

Using mental contrasting to promote flow experiences at work: A just-in-time adaptive intervention
Bartholomeyczik, K.; Knierim, M. T.; Weinhardt, C.; Oettingen, G.
2024. Computers in Human Behavior Reports, 16, Art.-Nr.: 100488. doi:10.1016/j.chbr.2024.100488  

Explaining physical retail store closures in digital times
Kupfer, A.-K.; Marchand, A.; Hennig-Thurau, T.
2024. Journal of Retailing, 100 (4), 512–531. doi:10.1016/j.jretai.2024.07.001  

Reuse of service concept elements for modular service design
Hunke, F.; Satzger, G.; Tuunanen, T.
2024. Journal of Service Management, 35 (6), 216–241. doi:10.1108/JOSM-04-2024-0171  

Data Sharing Practices: The interplay of data, organizational structures, and network dynamics
Fassnacht, M.; Leimstoll, J.; Benz, C.; Heinz, D.; Satzger, G.
2024. Electronic markets, 34 (47), Article no: 47. doi:10.1007/s12525-024-00732-0  

Empirical field evaluation of self-consumption promoting regulation of household battery energy storage systems
Semmelmann, L.; Konermann, M.; Dietze, D.; Staudt, P.
2024. Energy Policy, 194, 114343. doi:10.1016/j.enpol.2024.114343  

This article is… Consumer reactions to unfinished teasers for digital content
Mandler, T.; Cziehso, G. P.; Schaefers, T.; Kupfer, A.-K.; Mafael, A.
2024. Psychology and Marketing, 41 (12), 2977–2991. doi:10.1002/mar.22098  

Capturing Flow Experiences in Everyday Life: A Comparison of Recall and Momentary Measurement
Bartholomeyczik, K.; Knierim, M. T.; Weinhardt, C.; Oettingen, G.; Ebner-Priemer, U.
2024. Journal of Happiness Studies, 25 (6), Art.-Nr.: 66. doi:10.1007/s10902-024-00776-1  

Conversational versus graphical user interfaces: the influence of rational decision style when individuals perform decision-making tasks repeatedly
Liu, X.; Rietz, T.; Maedche, A.
2024. Universal Access in the Information Society. doi:10.1007/s10209-024-01122-1 

Report on the 5th Working Group Meeting of AG MARKETING
Paetz, F.; Kübler, R. V.
2024. Archives of Data Science / Series A (Online First), 9 (1), 13 S., online. doi:10.5445/IR/1000171475  

Evaluating the Impact of Learner Control and Interactivity in Conversational Tutoring Systems for Persuasive Writing
Wambsganss, T.; Benke, I.; Maedche, A.; Koedinger, K.; Käser, T.
2024. International Journal of Artificial Intelligence in Education. doi:10.1007/s40593-024-00409-x  

Metaverse: A real change or just another research area?
Peukert, C.; Qahri-Saremi, H.; Schultze, U.; Thatcher, J. B.; Cheung, C. M. K.; Frenzel-Piasentin, A.; Greve, M.; Matt, C.; Trenz, M.; Turel, O.
2024. Electronic Markets, 34 (1), Art.-Nr.: 32. doi:10.1007/s12525-024-00711-5  

Interpretable machine learning for creditor recovery rates
Nazemi, A.; Fabozzi, F. J.
2024. Journal of Banking and Finance, 164, Art.-Nr.: 107187. doi:10.1016/j.jbankfin.2024.107187 

Mining Consumer-Generated Product-Configuration Data
Fuhrmann, T.; Schweizer, M.; Geyer-Schulz, A.; Kurz, P.
2024. Archives of Data Science, Series A, 8 (1), 1 – 36  

Literacies Against Fake News : Examining the Role of Data Literacy and Critical Media Literacy to Counteract Disinformation
Soßdorf, A.; Stein, C.; Bezzaoui, I.; Fegert, J.
2024. MedienPädagogik: Zeitschrift für Theorie und Praxis der Medienbildung, 59, 55–76. doi:10.21240/mpaed/59/2024.04.10.X  

The impact of heat pumps on day-ahead energy community load forecasting
Semmelmann, L.; Hertel, M.; Kircher, K. J.; Mikut, R.; Hagenmeyer, V.; Weinhardt, C.
2024. Applied Energy, 368, 123364. doi:10.1016/j.apenergy.2024.123364  

Report on the Joint Autumn Meeting of the GfKl Working Marketing and AG DANK
Paetz, F.; Aschersleben, P.; Szepannek, G.
2024. Archives of Data Science, Series A (Online First), 8 (1). doi:10.5445/IR/1000170657  

Organized sexualized and ritual violence: Results from two representative German samples
Gerke, J.; Fegert, J.; Rassenhofer, M.; Fegert, J. M.
2024. Child Abuse & Neglect, 152, Article no: 106792. doi:10.1016/j.chiabu.2024.106792  

Digital Democracy: A Wake-Up Call – How IS Research Can Contribute to Strengthening the Resilience of Modern Democracies
Weinhardt, C.; Fegert, J.; Hinz, O.; Aalst, W. M. P. van der
2024. Business & Information Systems Engineering, 66 (2), 127–134. doi:10.1007/s12599-024-00862-x  

Cognitive state detection with eye tracking in the field: an experience sampling study and its lessons learned
Langner, M.; Toreini, P.; Maedche, A.
2024. i-com. doi:10.1515/icom-2023-0035  

Hybrid Adaptive Systems
Benke, I.; Knierim, M.; Adam, M.; Beigl, M.; Dorner, V.; Ebner-Priemer, U.; Herrmann, M.; Klarmann, M.; Maedche, A.; Nafziger, J.; Nieken, P.; Pfeiffer, J.; Puppe, C.; Putze, F.; Scheibehenne, B.; Schultz, T.; Weinhardt, C.
2024. Business & Information Systems Engineering, 66, 233–247. doi:10.1007/s12599-024-00861-y  

Designing a conversational agent for supporting data exploration in citizen science
Stein, C.; Teubner, T.; Morana, S.
2024. Electronic Markets, 34 (1), Art.-Nr.: 23. doi:10.1007/s12525-024-00705-3  

Paintings, Not Noise—The Role of Presentation Sequence in Labeling
Knäble, M.; Nadj, M.; Mädche, A.
2024. Interacting with Computers, Art.-Nr.: iwae008. doi:10.1093/iwc/iwae008  

Open Science : Towards Greater Transparency and Openness in Science
Maedche, A.; Elshan, E.; Höhle, H.; Lehrer, C.; Recker, J.; Sunyaev, A.; Sturm, B.; Werth, O.
2024. Business & Information Systems Engineering, 66 (4), 517–532. doi:10.1007/s12599-024-00858-7  

Unlocking the value from car data: A taxonomy and archetypes of connected car business models
Sterk, F.; Stocker, A.; Heinz, D.; Weinhardt, C.
2024. Electronic Markets, 34 (1), 13. doi:10.1007/s12525-024-00692-5  

User Engagement and Beyond: A Conceptual Framework for Engagement in Information Systems Research
Benz, C.; Riefle, L.; Satzger, G.
2024. Communications of the Association for Information Systems, 54 

A data-driven Recommendation Tool for Sustainable Utility Service Bundles
vom Scheidt, F.; Staudt, P.
2024. Applied Energy, 353, 122137. doi:10.1016/j.apenergy.2023.122137  

Designing a computer-vision-based artifact for automated quality control: a case study in the food industry
Xiong, F.; Kühl, N.; Stauder, M.
2024. Flexible Services and Manufacturing Journal, 36 (4), 1422–1449. doi:10.1007/s10696-023-09523-9  

The Impact of Imperfect XAI on Human-AI Decision-Making
Morrison, K.; Spitzer, P.; Turri, V.; Feng, M.; Kühl, N.; Perer, A.
2024. Proceedings of the ACM on human-computer interaction 

Complexity aversion in risky choices and valuations: Moderators and possible causes
Oberholzer, Y.; Olschewski, S.; Scheibehenne, B.
2024. Journal of Economic Psychology, 100, Art.-Nr.: 102681. doi:10.1016/j.joep.2023.102681  

Data-Centric Artificial Intelligence
Jakubik, J.; Vössing, M.; Kühl, N.; Walk, J.; Satzger, G.
2024. Business & information systems engineering, 66 (4), 507–515. doi:10.1007/s12599-024-00857-8  

First vs. Lasting Impressions: How Cognitive and Affective Trust Cues Coordinate Match-Making in Online Sharing Platforms
Teubner, T.; Dann, D.; Hawlitschek, F.; Möhlmann, M.
2024. Group Decision and Negotiation, 33 (2), 217–265. doi:10.1007/s10726-023-09860-y  

The Impact of Video Meeting Systems on Psychological User States: a State-of-the-Art Review
Seitz, J.; Benke, I.; Heinzl, A.; Maedche, A.
2024. International Journal of Human-Computer Studies, 182, Art.-Nr.: 103178. doi:10.1016/j.ijhcs.2023.103178  

Privacy‐preserving peak time forecasting with Learning to Rank XGBoost and extensive feature engineering
Semmelmann, L.; Resch, O.; Henni, S.; Weinhardt, C.
2024. IET Smart Grid, 7 (2), 172–185. doi:10.1049/stg2.12137  

Avengers, assemble! A network-based contingency analysis of spillover effects in multi-brand alliances
Klostermann, J.; Hinze, T. K.; Völckner, F.; Kupfer, A.-K.; Schwerdtfeger, R.
2024. Journal of the Academy of Marketing Science, 52 (2), 449–469. doi:10.1007/s11747-023-00957-z  

More Than a Bot? The Impact of Disclosing Human Involvement on Customer Interactions with Hybrid Service Agents
Gnewuch, U.; Morana, S.; Hinz, O.; Kellner, R.; Maedche, A.
2024. Information Systems Research, 35 (3), 936–955. doi:10.1287/isre.2022.0152  

Transferring Domain Knowledge with (X)AI-Based Learning Systems
Spitzer, P.; Kühl, N.; Goutier, M.; Kaschura, M.; Satzger, G.
2024. ECIS 2024. Proceedings 2, 1445, AIS Electronic Library (AISeL). doi:https://aisel.aisnet.org/ecis2024/track04_impactai/track04_impactai/2/ 

Early Bird - Predict healthy product choices in virtual commerce
Weiss, T.; Pfeiffer, J.; Pfeiffer, T.
2024. Proceedings of the European Conference on Information Systems (ECIS) 

The Positive Impact of Metric Learning on Open Set Nearest Neighbor Classification
Grote, A.; Badewitz, W.; Knierim, M. T.; Weinhardt, C.
2024. Proceedings of the 57th Annual Hawaii International Conference on System Sciences : Hilton Hawaiian Village Waikiki Beach Resort, January 3-6, 2024. Ed.: T. Bui, IEEE Computer Society. doi:10.24251/HICSS.2024.130  

How good are you? An empirical classification performance comparison of large language models with traditional open set recognition classifiers [short paper]
Grote, A.; Hariharan, A.; Knierim, M. T.; Weinhardt, C.
2024. 16th ZEUS Workshop, Ulm 2024, 29.02. - 01.03.2024, 27–32, RWTH Aachen  

Accessible data lineage: a scoping review on open-source data lineage platforms
Hariharan, A.; Zhang, T.; Motz, M.; Weinhardt, C.
2024. Proceedings of the 45th International Conference on Information Systems 

Shifted or Additional Charging of Electric Vehicles? The Effect of Smart Charging on German Prosumers
Selgrad, L.; Kesselring, A.; Pelka, S.; Plötz, P.
2024. 2024 20th International Conference on the European Energy Market (EEM), Istanbul, Turkiye, 10-12 June 2024, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EEM60825.2024.10609010  

Towards a Reference Model for Designing Micro-Credentials in Higher Education
Kipping, G.; Gau, M.; Brocke, J. vom
2024. ICIS 2024, International Conferece on Informatin Systems,15th - 18th December 2024, Bangkok 

How Micro-Credentials Enable Skills Recognition in Education and Training: Challenges and Opportunities for Information Systems Scholars
Kipping, G.; Gau, M.; Brocke, J. vom
2024. The 32nd European Conference on Information Systems (ECIS), 13th-19th June 2024, Paphos, Cyprus 

Learning while Earning? A Literature Review and Case Study on Learning Opportunities in Crowdwork
Stein, C.; Soßdorf, A.; Kirikci, O. K.; Fegert, J.
2024. Wirtschaftsinformatik 2024 Proceedings: 19. Internationale Tagung Wirtschaftsinformatik. Hrsg. von: Julius-Maximilians-Universität Würzburg, Association for Information Systems (AIS) 

Digital Matchmakers: How Chatbots Use Positive Emotions to Influence Human Self-DisclosureInfluence Human Self-Disclosure
Salge, C. A. de L.; Alashoor, T.; Feine, J.
2024. 1st Saudi Conference on Information Systems, Dhahran, 2024, 1–4, AIS eLibrary (AISeL) 

Are Blockchains Really Decentralized? A Multimodal Perspective on Tokenized Decision Making and Venture Capital Investments in Web3
Kölbel, T.; Binder, K.; Weinhardt, C.
2024. Proceedings of the 57th Annual Hawaii International Conference on System Sciences : Hilton Hawaiian Village Waikiki Beach Resort, January 3-6, 2024. Ed.: T. Bui, 5888 – 5897, IEEE Computer Society  

The Positive Impact of Metric Learning on Open Set Nearest Neighbor Classification
Grote, A.; Badwitz, W.; Knierim, M. T.; Weinhardt, C.
2024. Proceedings of the 57th Annual Hawaii International Conference on System Sciences : Hilton Hawaiian Village Waikiki Beach Resort, January 3-6, 2024.Ed.: T. Bui, 1080–1089, AIS eLibrary (AISeL)  

Navigating the Landscape: A Taxonomy Approach to Blockchain-based Derivative Protocols
Lamberty, R.; Mann, F.; Kölbel, T.
2024. Proceedings of the 57th Annual Hawaii International Conference on System Sciences : Hilton Hawaiian Village Waikiki Beach Resort, January 3-6, 2024. Ed.: T. Bui, 5970–5979, University of Hawaii  

Multi Power-Market Bidding: Stochastic Programming and Reinforcement Learning
Miskiw, K. K.; Harder, N.; Staudt, P.
2024. Proceedings of the 57th Annual Hawaii International Conference on System Sciences : Hilton Hawaiian Village Waikiki Beach Resort, January 3-6, 2024. Ed.: T. Bui, 3062–3071, IEEE Computer Society  

Seeing Is Feeling: Emotional Cues in Others’ Heart Rate Visualizations
Greif-Winzrieth, A.; Dorner, V.; Wuest, F.; Gorny, P. M.; Weinhardt, C.
2024. Information Systems and Neuroscience : NeuroIS Retreat 2023, Vienna, Austria. Ed.: F. Davis, 243–252, Springer Nature Switzerland. doi:10.1007/978-3-031-58396-4_21 

Do Generative AI Tools Foster Positive Experiences in Knowledge Work? A NeuroIS Research Proposal
Knierim, M. T.; Puppo, L. del
2024. Information Systems and Neuroscience : NeuroIS Retreat 2023, Vienna, Austria. Ed.: F. Davis, 57–65, Springer Nature Switzerland. doi:10.1007/978-3-031-58396-4_6 

OpenBCI Meets the Web: A Scalable, Customizable Platform for Open-Source EEG Data Collection
Stingl, L.; Knierim, M. T.
2024. Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing, 925 – 929, Association for Computing Machinery (ACM). doi:10.1145/3675094.3678482 

Unveiling Green Facades: Exploring the Confluence of Greenwashing and Fake News
Motz, M.; Koelbel, T.; Hariharan, A.
2024. Wirtschaftsinformatik 2024 Proceedings, Würzburg, 16.09.24-19.09.2024 

Navigating Democracy’s Challenges: A Review of Research Projects on False Information and Hate Speech
Bezzaoui, I. S.; Schewina, K.; Voronin, G.
2024. 19th International Conference on Wirtschaftsinformatik. 16.-19-9.2024, Würzburg  

Designing Digital Industrial Platforms for the Circular Economy: A Requirements Catalog
Heinz, D.; Fassnacht, M.; Röhrleef, J.; Sagnier Eckert, L.; Satzger, G.
2024. 45th International Conference on Information Systems (ICIS 2024), Art.-Nr.: 2274, AIS eLibrary (AISeL)  

“Was this answer helpful?” – A Taxonomy for Feedback Mechanisms in Customer Service Chatbots
Schloß, D.; Haug, S.; Mädche, A.
2024. Wirtschaftsinformatik 2024 Proceedings, AIS eLibrary (AISeL) 

Designing for Effective Human-Guided Machine Learning Feasibility Analysis
Gunklach, J.; Nadj, M.; Knaeble, M.; Bragaglia, I.; Mädche, A.
2024. Human Technology Interaction : International Conference on Information Systems, 1–17, AIS eLibrary (AISeL) 

Designing Silence-Adaptive Interventions for Video Meeting Systems
Seitz, J.; Schill, J.; Spruth, L.; Eilks, A. E.; Schultz, T.; Mädche, A.
2024. Social Media and Digital Collaboration : International Conference on Information Systems., 1–17, AIS eLibrary (AISeL) 

Participatory Design for Cognitive Accessibility of Web-based Interactive Systems
Wegener, A.
2024. W4A ’24: The 21st International Web for All Conference Singapore Singapore May 13 - 14, 2024, 126–127, Association for Computing Machinery (ACM). doi:10.1145/3677846.3679053 

A Universal Web Accessibility Feedback Form: A Participatory Design Study
Wegener, A.; Fausel, K.; Haug, S.; Maedche, A.
2024. W4A ’24: The 21st International Web for All Conference Singapore Singapore May 13 - 14, 2024, 106–117, Association for Computing Machinery (ACM). doi:10.1145/3677846.3677853 

Looking Through the Deep Glasses: How Large Language Models Enhance Explainability of Deep Learning Models
Spitzer, P.; Celis, S.; Martin, D.; Kühl, N.; Satzger, G.
2024. MuC ’24: Proceedings of Mensch und Computer 2024. Ed. A. Maedche, 566–570, Association for Computing Machinery (ACM). doi:10.1145/3670653.3677488  

(X) AI as a Teacher: Learning with Explainable Artificial Intelligence
Spitzer, P.; Goutier, M.; Kühl, N.; Satzger, G.
2024. MuC ’24: Proceedings of Mensch und Computer 2024. Ed.: A. Maedche, 571–576, Association for Computing Machinery (ACM). doi:10.1145/3670653.3677504 

Redefining the Laparoscopic Spatial Sense: AI-Based Intra- and Postoperative Measurement from Stereoimages
Müller, L.; Hemmer, P.; Queisner, M.; Sauer, I.; Allmendinger, S.; Jakubik, J.; Vössing, M.; Kühl, N.
2024. Th 38th AAAI Conference on Artificial Intelligence (AAAI-24), Vancouver, 20th -27th February 2024, 22948–22954, AAAI Press 

Navigating the Synthetic Realm: Harnessing Diffusion-Based Models for Laparoscopic Text-to-Image Generation
Allmendinger, S.; Hemmer, P.; Queisner, M.; Sauer, I.; Müller, L.; Jakubik, J.; Vössing, M.; Kühl, N.
2024. AI for Health Equity and Fairness : Leveraging AI to Address Social Determinants of Health, Hrsg.: Arash Shaban-Nejad, Martin Michalowski, Simone Bianco, 31–46, Springer International Publishing 

Explainable Deep Reinforcement Learning for Multi-Agent Electricity Market Simulations
Miskiw, K. K.; Staudt, P.
2024. 20th International Conference on the European Energy Market (EEM), 9 S., Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EEM60825.2024.10608907 

Enhancing AI Education for Business Students through Extended Reality: An Exploratory Study
Schulz, T.; Liu, S.; Mädche, A.; Weinhardt, C.
2024. MuC ’24: Proceedings of Mensch und Computer 2024. Ed.: A. Maedche; M. Beigl, 599–604, Association for Computing Machinery (ACM). doi:10.1145/3670653.3677506 

Designing a Smartwatch-based Micro-Intervention to Support Students Emotion Regulation
Greiner, K.; Müller, E.; Mädche, A.
2024. MuC ’24: Proceedings of Mensch und Computer 2024. Ed.: A. Maedche; M. Beigl, 432–436, Association for Computing Machinery (ACM). doi:10.1145/3670653.3677520 

Explainability in AI-Based Applications - A Framework for Comparing Different Techniques
Grobrügge, A.; Mishra, N.; Jakubik, J.; Satzger, G.
2024. 26th IEEE Conference on Business Informatics (IEEE CBI 2024 2024) Vienna, Austria, 10.09.2024–13.09.2024, Institute of Electrical and Electronics Engineers (IEEE) 

Towards a Gaze-adaptive Self-view for Video Meeting Systems: A Prototype Demonstrator
Seitz, J.; Link, A.; Maedche, A.
2024. Mensch und Computer 2024 - Workshopband. MCI-WS11: ABIS 2024 - International Workshop on Personalization and Recommendation, Karlsruhe. 1.-4. September 2024. Hrsg.: Gesellschaft für Informatik e.V., Gesellschaft für Informatik (GI). doi:10.18420/muc2024-mci-ws11-145 

Interlinking User Stories and GUI Prototyping: A Semi-Automatic LLM-Based Approach
Kolthoff, K.; Kretzer, F.; Bartelt, C.; Maedche, A.; Ponzetto, S. P.
2024. 2024 IEEE 32nd International Requirements Engineering Conference (RE). Ed.: IEEE, 380–388, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/RE59067.2024.00045 

RACE: A Real-Time Architecture for Cognitive State Estimation, Development Overview and Study in Progress
Beauchemin, N.; Karran, A.-J.; Boasen, J.; Tadson, B.; Courtemanche, F.; Sénécal, S.; Léger, P.-M.
2024. Information Systems and Neuroscience : NeuroIS Retreat 2023, Vienna, Austria. Ed.: F. Davis, 9–20, Springer. doi:10.1007/978-3-031-58396-4_2  

Guiding Policy Communication: Tailoring Energy Education to Diverse Public Sentiments
Speck, C.; Fritz, P.; Weinhardt, C.; Fegert, J.
2024. First International Conference on Sustainable Energy Education (SEED 2024). Book of Proceedings, 378–386, Universitat Politècnica de València  

Enabling Smart Service Innovation in SMEs: The bi.smart Launchpad
Heinz, D.; Benz, C.; Bremmer, H.; Paliyenko, Y.; Schiller, C.
2024. Proceedings of the 19th International Conference on Wirtschaftsinformatik (WI 2024)  

The Evolving Role of Generative AI in Text Literacies: Exploring the Potential of Cognition-Adaptive Assistance
Frenzke-Shim, A.; Kohl-Dietrich, D.; Standl, B.; Langner, M.; Maedche, A.; Kerber, U.
2024. 2024 IEEE Global Engineering Education Conference (EDUCON), Kos Island, Greece, 08-11 May 2024, 01–03, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EDUCON60312.2024.10578629 

The Heart of Effort: Revealing Heart Rate Patterns in Real-Effort Tasks
Greif-Winzrieth, A.; Dorner, V.; Könemann, J.; Fellner-Röhling, G.
2024. Proceedings NeuroIS Retreat 2024, Eds.: Fred D. Davis, René Riedl, Jan vom Brocke, Pierre-Majorique Léger, Adriane B. Randolph, Gernot R. Müller-Putz, NeuroIS Retreat (2024), Wien, Österreich, 09.06.2024–11.06.2024 

Connecting Home: Human-Centric Setup Automation in the Augmented Smart Home
Schenkluhn, M.; Knierim, M. T.; Kiss, F.; Weinhardt, C.
2024. Proceedings of the CHI Conference on Human Factors in Computing Systems, Honolulu, 11th-16th May 2024, 1–16, Association for Computing Machinery (ACM). doi:10.1145/3613904.3642862  

Warmth on Demand: Designing Headphones for Enhanced Thermal Comfort in Work Environments
Knierim, M. T.; Braun, L.; Perusquia-Hernandez, M.
2024. Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, Art.-Nr.: 369, Association for Computing Machinery (ACM). doi:10.1145/3613905.3650884 

Bridging Realities: Exploring Enablement Factors for XR Participatory Urban Planning
Stein, C.; Fegert, J.
2024. Thirty-Second European Conference on Information Systems, ECIS 2024 Proceedings. 32, 32nd European Conference on Information Systems (ECIS 2024), Paphos, Zypern, 13.06.2024–19.06.2024, AIS eLibrary (AISeL) 

DeFaktS: A German Dataset for Fine-Grained Disinformation Detection through Social Media Framing
Ashraf, S.; Bezzaoui, I.; Andone, I.; Markowetz, A.; Fegert, J.; Flek, L.
2024. Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Ed.: N. Calzolari, 4580–4591, ELRA Language Resources Association  

Design Principles in Information Systems Research: Trends in Construction and Formulation
Strohmann, T.; Siemon, D.; Elshan, E.; Gnewuch, U.
2024. Driving into uncharted waters : Annual Americas Conference on Information Systems (AMCIS 2023) : held 10-12 August 2023, Panama City, Panama, Curran Associates 

Designing a Large Language Model Based Open Data Assistant for Effective Use
Schelhorn, T. C.; Gnewuch, U.; Maedche, A.
2024. Design Science Research for a Resilient Future – 19th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2024, Trollhättan, Sweden, June 3–5, 2024, Proceedings. Ed.: M. Mandviwalla, 398–411, Springer Nature Switzerland. doi:10.1007/978-3-031-61175-9_27  

Bridging Domain Expertise and AI through Data Understanding
Holstein, J.
2024. Companion Proceedings of the 29th International Conference on Intelligent User Interfaces, 163–165, Association for Computing Machinery (ACM). doi:10.1145/3640544.3645248 

Understanding Data Understanding: A Framework to Navigate the Intricacies of Data Analytics
Holstein, J.; Spitzer, P.; Hoell, M.; Vössing, M.; Kühl, N.
2024. Proceedings of the 32nd European Conference on Information Systems (ECIS 2024), Association for Information Systems (AIS)  

HILL: A Hallucination Identifier for Large Language Models
Leiser, F.; Eckhardt, S.; Leuthe, V.; Knaeble, M.; Maedche, A.; Schwabe, G.; Sunyaev, A.
2024. CHI ’24: Proceedings of the CHI Conference on Human Factors in Computing Systems. Ed.: F. Mueller, Art.-Nr.: 482, Association for Computing Machinery (ACM). doi:10.1145/3613904.3642428  

Robot Shopping Assistants How Emotional versus Rational Robot Designs Affect Consumer Trust and Purchase Decisions
Gnewuch, U.; Hanschmann, L.; Kaiser, C.; Schallner, R.; Maedche, A.
2024. Eduropean Conference on Information Systems 2024, AIS eLibrary (AISeL) 

The Role of Cognitive Styles for Explainable AI
Riefle, L.; Hemmer, P.; Benz, C.; Vössing, M.
2024. 32nd European Conference on Information Systems (ECIS), Association for Information Systems (AIS) 

Reaching for the Stars: Exploring Value Constellations in Inter-Organizational Data Sharing
Jussen, I.; Fassnacht, M.; Schweihoff, J.; Möller, F.
2024. ECIS 2024, Association for Information Systems (AIS) 

Systematizing Data Sharing Practices: A Taxonomy
Fassnacht, M.; Benz, C.; Bode, J.; Heinz, D.; Satzger, G.
2024. ECIS 2024, Association for Information Systems (AIS) 

Saleshat: A LLM-Based Social Robot for Human-Like Sales Conversations
Hanschmann, L.; Gnewuch, U.; Maedche, A.
2024. Chatbot Research and Design : 7th International Workshop, CONVERSATIONS 2023, Oslo, Norway, November 22–23, 2023. Ed.: A. Følstad, 61–76, Springer Nature Switzerland. doi:10.1007/978-3-031-54975-5_4 

Market Abstraction of Energy Markets and Policies - Application in an Agent-Based Modeling Toolbox
Maurer, F.; Miskiw, K. K.; Acosta, R. R.; Harder, N.; Sander, V.; Lehnhoff, S.
2024. Energy Informatics. Ed.: B. Jørgensen. Pt. 2, 139–157, Springer Nature Switzerland. doi:10.1007/978-3-031-48652-4_10 

Heart rate-based Emotion Recognition and Adaptive Emotion Regulation Support with Wrist-worn Wearables: A Systematic Literature Review
Müller, E.; Benke, I.; Mädche, A.
2024. Information Systems and Neuroscience. NeuroIS. Ed.: F. Davis, 355–366, Springer Nature Switzerland. doi:10.1007/978-3-031-58396-4_31  

User Preferences for Interaction Modalities: The Influence of Task, Context, and User Characteristics when Interacting with Conversational Agents
Riefle, L.; Benz, C.
2024. Proceedings of the 57th Annual Hawaii International Conference on System Sciences : Hilton Hawaiian Village Waikiki Beach Resort, January 3-6, 2024. Ed.: T. Bui, 3960–3969, IEEE Computer Society  

HUBII – Towards an Open Human Biosignal Intelligence Platform
Benke, I.; Müller, E.; Mädche, A.
2024. Information Systems and Neuroscience – NeuroIS Retreat 2023, Vienna, Austria. Ed.: F. Davis, 285–292, Springer Nature Switzerland. doi:10.1007/978-3-031-58396-4_25 

Wirtschaftsinformatik : Einführung und Grundlegung
Heinzl, A.; Mädche, A.; Riedl, R.
2024. Springer-Verlag. doi:10.1007/978-3-662-67392-8 

Defakts - Ein Leuchtturmprojekt gegen Desinformation
Fegert, J.
2024. Agile Demokratie : wie künstliche Intelligenz bessere Politik ermöglicht. Hrsg.: J. Schnöller, 110–114, Murmann 

Cognitive State Detection with Eye Tracking in the Field: An Experience Sampling Study and its Lessons Learned - Dataset & Analysis Script
Langner, M.; Toreini, P.; Maedche, A.
2024, March 25. doi:10.35097/cLnVJaqFEUOYeFzh 

Algorithmic Fairness in AI – An Interdisciplinary View
Pfeiffer, J.; Gutschow, J.; Haas, C.; Möslein, F.; Maspfuhl, O.; Borgers, F.; Alpsancar, S.
2023. Business & Information Systems Engineering, 65 (2), 209–222. doi:10.1007/s12599-023-00787-x  

What Disrupts Flow in Office Work? The Impact of Frequency and Relevance of IT-Mediated Interruptions
Nadj, M.; Rissler, R.; Adam, M. T. P.; Knierim, M. T.; Li, M. X.; Maedche, A.; Riedl, R.
2023. MIS quarterly, 47 (4), 1615–1646 

Generating synthetic load profiles of residential heat pumps: a k-means clustering approach
Semmelmann, L.; Jaquart, P.; Weinhardt, C.
2023. Energy Informatics, 6, Art.-Nr.: 37. doi:10.1186/s42162-023-00284-1  

Ranking the Ranker: How to Evaluate Institutions, Researchers, Journals, and Conferences?
Aalst, W. M. P. van der; Hinz, O.; Weinhardt, C.
2023. Business & Information Systems Engineering, 65 (6), 615–621. doi:10.1007/s12599-023-00836-5  

Digital Participation for Data Literate Citizens – A Qualitative Analysis of the Design of Multi-Project Citizen Science Platforms
Stein, C.; Fegert, J. D.; Wittmer, A.; Weinhardt, C.
2023. IADIS International Journal on Computer Science and Information Systems, 18 (1), 1–17 

Sanitizing data for analysis: Designing systems for data understanding
Holstein, J.; Schemmer, M.; Jakubik, J.; Vössing, M.; Satzger, G.
2023. Electronic Markets, 33 (1), Art.-Nr.: 52. doi:10.1007/s12525-023-00677-w  

An Immersive ’Proto Learning Factory’ Concept for Teaching AI Competencies
Schulz, T.; Liu, S.; Peukert, C.; Toreini, P.; Maedche, A.; Weinhardt, C.
2023. SSRN Electronic Journal. doi:10.2139/ssrn.4470430 

Quantum Computing
Nofer, M.; Bauer, K.; Hinz, O.; van der Aalst, W.; Weinhardt, C.
2023. Business & Information Systems Engineering, 65 (4), 361–367. doi:10.1007/s12599-023-00823-w  

Biosignals meet Adaptive Systems
Schultz, T.; Maedche, A.
2023. SN Applied Sciences, 5 (9), 234. doi:10.1007/s42452-023-05412-w  

Towards an Open Repository for Design Science Research: A Meta-Model and its Instantiation for the Representation of Design Science Research Processes
Gau, M.; Maedche, A.; Brocke, J. vom
2023. Enterprise modelling and information systems architectures, 18 (4). doi:10.18417/emisa.18.4  

Designing Conversational Dashboards for Effective Use in Crisis Response
Ruoff, M.; Gnewuch, U.; Mädche, A.; Scheibehenne, B.
2023. Journal of the Association for Information Systems, 24 (6), 1500–1526. doi:10.17705/1jais.00801 

Welcome to the Era of ChatGPT et al. – The Prospects of Large Language Models
Teubner, T.; Flath, C. M.; Weinhardt, C.; Aalst, W. van der; Hinz, O.
2023. Business & Information Systems Engineering, 65 (2), 95–101. doi:10.1007/s12599-023-00795-x  

Does this Explanation Help? Designing Local Model-agnostic Explanation Representations and an Experimental Evaluation using Eye-tracking Technology
Meza Martínez, M. A.; Nadj, M.; Langner, M.; Toreini, P.; Maedche, A.
2023. ACM Transactions on Interactive Intelligent Systems, 13 (4), 1–47. doi:10.1145/3607145 

The state of the art of diagnostic multiparty eye tracking in synchronous computer-mediated collaboration
Reuscher, T. F.; Toreini, P.; Maedche, A.
2023. Journal of Eye Movement Research, 16 (2). doi:10.16910/jemr.16.2.4  

Fostering flow experiences at work: a framework and research agenda for developing flow interventions
Bartholomeyczik, K.; Knierim, M. T.; Weinhardt, C.
2023. Frontiers in psychology, 14, Art.-Nr.: 1143654. doi:10.3389/fpsyg.2023.1143654  

Metadata Extraction from User Queries for Self-Service Data Lake Exploration
Gunklach, J.; Michalczyk, S.; Nadj, M.; Maedche, A.
2023. Datenbank-Spektrum, 23, 97–105. doi:10.1007/s13222-023-00448-z  

A Systematic Comparison of High-End and Low-Cost EEG Amplifiers for Concealed, Around-the-Ear EEG Recordings
Knierim, M. T.; Bleichner, M. G.; Reali, P.
2023. Sensors, 23 (9), Art.-Nr.: 4559. doi:10.3390/s23094559  

Home Office: Working from a Private Place
Mueller, C.; Maedche, A.; Schwabe, G.; Ackerman, M.; Wulf, V.
2023. Business & Information Systems Engineering, 65 (3), 233–234. doi:10.1007/s12599-023-00797-9  

Interview with Bettina Kohlrausch on “Home Office: Potential and Use”
Maedche, A.; Kohlrausch, B.
2023. Business & Information Systems Engineering, 65, 345–347. doi:10.1007/s12599-023-00809-8  

PrintAssist - A conversational human-machine interface for 3D printers
Jasche, F.; Weber, P.; Liu, S.; Ludwig, T.
2023. i-com, 22 (1), 3–17. doi:10.1515/icom-2022-0045  

Entscheidungsfindung und Einfluss bei Fridays for Future – Zur Rolle von Basisdemokratie, Hierarchien und Expertise = Decision-making and leverage at Fridays for Future—on the role of grassroots democracy, hierarchies, and expertise
Mucha, W.; Soßdorf, A.; Ferschinger, L.; Burgi, V.; Krach, P.
2023. Zeitschrift für Politikwissenschaft, 33 (3), 387–415. doi:10.1007/s41358-023-00341-x  

Kompetenzen in einer Kultur der Digitalität – Brauchen wir generalistische Kompetenzmodelle?
Soßdorf, A.
2023. MedienPädagogik: Zeitschrift für Theorie und Praxis der Medienbildung, 19, 257–280. doi:10.21240/mpaed/jb19/2023.03.10.x  

The impact of active and passive investment on market efficiency: a simulation study
Jaquart, P.; Motz, M.; Köhler, L.; Weinhardt, C.
2023. Journal of Applied Economics, 26 (1), Art.-Nr.: 2188634. doi:10.1080/15140326.2023.2188634  

Statements on the Contribution by Grisold et al. from Issue 2/2022
Weinhardt, C.; Gräbe, H.-G.; Laue, R.; Grisold, T.; Groß, S.; Stelzl, K.; Brocke, J. vom; Mendling, J.; Röglinger, M.; Rosemann, M.
2023. Business & Information Systems Engineering, 65 (2), 229–232. doi:10.1007/s12599-023-00788-w  

Das Metaverse ist keine Insel
Peukert, C.; Schenkluhn, M.
2023. Wirtschaftsinformatik & Management, 15 (1), 68–77. doi:10.1365/s35764-023-00453-7  

Special issue on “conversational agents” – Editorial
Ludwig, T.; Weber, P.; Maedche, A.; Riener, A.
2023. i-com, 1–2. doi:10.1515/icom-2023-0010  

Decision control and explanations in human-AI collaboration: Improving user perceptions and compliance
Westphal, M.; Vössing, M.; Satzger, G.; Yom-Tov, G. B.; Rafaeli, A.
2023. Computers in Human Behavior, Art.-Nr.: 107714. doi:10.1016/j.chb.2023.107714 

Sustainable Systems Engineering – Opportunities and Challenges
Aalst, W. M. P. van der; Hinz, O.; Weinhardt, C.
2023. Business & Information Systems Engineering, 65 (1), 1–6. doi:10.1007/s12599-022-00784-6  

Aligning Crowdworker Perspectives and Feedback Outcomes in Crowd-Feedback System Design
Haug, S.; Benke, I.; Maedche, A.
2023. Proceedings of the ACM on human-computer interaction, 7 (CSCW1), Art.-Nr.: 23. doi:10.1145/3579456  

Tradable planning permits in the field: Executive experimental results from Germany
Henger, R.; Straub, T.; Weinhardt, C.
2023. Land Use Policy, 127, Art.-Nr.: 106559. doi:10.1016/j.landusepol.2023.106559  

Understanding the Digital Companions of Our Future Generation
Kruse, L. C.; Bergener, K.; Conboy, K.; Eriksson Lundström, J.; Mädche, A.; Sarker, S.; Seeber, I.; Stein, A.; Tømte, C. E.
2023. Communications of the Association for Information Systems, 52, 556–570 

Bottom-up system modeling of battery storage requirements for integrated renewable energy systems
Henni, S.; Schäffer, M.; Fischer, P.; Weinhardt, C.; Staudt, P.
2023. Applied Energy, 333, Art.-Nr.: 120531. doi:10.1016/j.apenergy.2022.120531 

Brand placements in video games: How local in‐game experiences influence brand attitudes
Ingendahl, M.; Vogel, T.; Maedche, A.; Wänke, M.
2023. Psychology & Marketing, 40 (2), 274–287. doi:10.1002/mar.21770  

Incorporating financial news for forecasting Bitcoin prices based on long short-term memory networks
Jakubik, J.; Nazemi, A.; Geyer-Schulz, A.; Fabozzi, F. J.
2023. Quantitative Finance, 23 (2), 335–349. doi:10.1080/14697688.2022.2130085 

Divided by the Algorithm? The (limited) effects of content- and sentiment-based news recommendation on affective, ideological, and perceived polarization
Ludwig, K.; Grote, A.; Iana, A.; Alam, M.; Paulheim, H.; Sack, H.; Weinhardt, C.; Müller, P.
2023. Social Science Computer Review, 41 (6), 2188–2210. doi:10.1177/08944393221149290  

Customer Decision-Making Processes Revisited: Insights from an Eye Tracking and ECG Study using a Hidden Markov Model
Weiß, T.; Merkl, L.; Pfeiffer, J.
2023. Information Systems and Neuroscience. Ed.: F.D. Davis, 221–230, Springer. doi:10.1007/978-3-031-58396-4_19 

Conversational Agents with Voice: How Social Presence Influences the User Behavior in Microlending Decisions
Heßler, P.; Pfeiffer, J.; Unfried, M.
2023. Proceedings of the 31st European Conference in Information Systems (ECIS), Kristiansand, N, June 11-16, 2023, Article no. 315 

Consumer decisions in virtual commerce: good help-timing and its prediction based on cognitive load
Weiß, T.; Pfeiffer, J.
2023. 19th NeuroPsychoEconomics Conference Proceedings. Ed.: S. Lacoste-Badie 

Neuro-Adaptive Interface System to Evaluate Product Recommendations in the Context of E-Commerce
Tadson, B.; Boasen, J.; Courtemanche, F.; Beauchemin, N.; Karran, A.-J.; Léger, P.-M.; Sénécal, S.
2023. Design science research for a new society: society 5.0 : 18th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2023, Pretoria, South Africa, May 31 - June 2, 2023, proceedings. Ed.: A. Gerber, Springer. doi:10.1007/978-3-031-32808-4_4  

Seeing is Feeling: Emotional Cues in Others’ Heart Rate Visualizations
Greif-Winzrieth, A.; Dorner, V.; Wuest, F. A.; Gorny, P. M.; Weinhardt, C.
2023. Information Systems and Neuroscience: NeuroIS Retreat 2023, Vienna, Austria Fred D. Davis, René Riedl, Jan vom Brocke, Pierre-Majorique Léger, Adriane B. Randolph, Gernot R. Müller-Putz, Springer Cham 

Towards Effective Human-AI Decision-Making: The Role of Human Learning in Appropriate Reliance on AI Advice
Schemmer, M.; Bartos, A.; Spitzer, P.; Hemmer, P.; Liebschner, J.; Satzger, G.; Kühl, N.
2023. International Conference on Information Systems, 17 S. doi:10.48550/arXiv.2310.02108  

The New Dream Team? A Review of Human-AI Collaboration Research From a Human Teamwork Perspective
Braun, M.; Greve, M.; Gnewuch, U.
2023. Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies ICIS 2023. Ed.: R. De’, AIS eLibrary (AISeL) 

Designing an Analytical Control Chart System with ML-predicted Quality Characteristics
Schelhorn, T. C.; Gunklach, J.; Maedche, A.
2023. LWDA 2023 : Lernen, Wissen, Daten, Analysen 2023. Ed.: M. Leyer, 14–27, RWTH Aachen  

A Comparative Study on Main Content Extraction Algorithms for Right to Left Languages
Esfahanian, H.; Nazemi, A.; Geyer-Schulz, A.
2023. Proceedings of the 15th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 222 – 229, SciTePress. doi:10.5220/0012162000003598 

Towards Solving Fuzzy Tasks with Human Feedback: A Retrospective of the MineRL BASALT 2022 Competition
Milani, S.; Kanervisto, A.; Ramanauskas, K.; Schulhoff, S.; Houghton, B.; Mohanty, S.; Galbraith, B.; Chen, K.; Song, Y.; Zhou, T.; Yu, B.; Liu, H.; Guan, K.; Hu, Y.; Lv, T.; Malato, F.; Leopold, F.; Raut, A.; Hautamäki, V.; Melnik, A.; Ishida, S.; Henriques, J. F.; Klassert, R.; Laurito, W.; Cazzonelli, L.; Kulbach, C.; Popovic, N.; Schweizer, M.; Novoseller, E.; Goecks, V. G.; Waytowich, N.; Watkins, D.; Miller, J.; Shah, R.
2023. Proceedings of Machine Learning Research, 36th Annual Conference on Neural Information Processing Systems, NeurIPS 2022, virtual online, 28th November - 9th December 2022, 171 – 188, Machine Learning Research Press (ML Research Press) 

NeMig - A Bilingual News Collection and Knowledge Graph about Migration
Iana, A.; Alam, M.; Grote, A.; Nikolajevic, N.; Ludwig, K.; Müller, P.; Weinhardt, C.; Paulheim, H.
2023. Proceedings of the International Workshop on News Recommendation and Analytics co-located with the 2023 ACM Conference on Recommender Systems (RecSys 2023), CEUR-WS  

Toward Foundation Models for Earth Monitoring: Generalizable Deep Learning Models for Natural Hazard Segmentation
Jakubik, J.; Muszynski, M.; Vössing, M.; Kühl, N.; Brunschwiler, T.
2023. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2023), 5638–5641, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS52108.2023.10282643 

What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation
Blumenstiel, B.; Jakubik, J.; Kühne, H.; Vössing, M.
2023. 37th Conference on Neural Information Processing Systems (NeurIPS 2023). doi:10.48550/arXiv.2306.15521  

Designing Interactive Explainable AI Systems for Lay Users
Meza Martínez, M. A.; Mädche, A.
2023. Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies ICIS 2023, 1–17, AIS eLibrary (AISeL) 

Between Hype, Hope, and Reality: A Lifecycle-Driven Perspective on Non-Fungible Token
Kölbel, T.; Joussen, K.; Weinhardt, C.
2023. ECIS 2023 Research Papers, Art.-Nr. 271, Association for Information Systems (AIS) 

Does One Keyboard Fit All? Comparison and Evaluation of Device-Free Augmented Reality Keyboard Designs
Schenkluhn, M.; Peukert, C.; Greif-Winzrieth, A.; Weinhardt, C.
2023. 29th ACM Symposium on Virtual Reality Software and Technology, 11 S., Association for Computing Machinery (ACM). doi:10.1145/3611659.3615692 

"Garbage In, Garbage Out”: Mitigating Human Biases in Data Entry by Means of Artificial Intelligence
Eckhardt, S.; Knaeble, M.; Bucher, A.; Staehelin, D.; Dolata, M.; Agotai, D.; Schwabe, G.
2023. J. Abdelnour Nocera (Ed.), Human-Computer Interaction – INTERACT 2023 – 19th IFIP TC13 International Conference, York, UK, August 28 – September 1, 2023, Proceedings, Part III. Ed.: J. Abdelnour Nocera, 27 – 48, Springer Nature Switzerland. doi:10.1007/978-3-031-42286-7_2 

Is Your Organization Ready to Share? A Framework of Beneficial Conditions for Data Sharing
Fassnacht, M. K.; Benz, C.; Leimstoll, J.; Satzger, G.
2023. 44th International Conference on Information Systems (ICIS 2023), Hyderabad, Indien, 10.12.2023 - 13.12.2023, Association for Information Systems (AIS). doi:10.5445/IR/1000162812  

Reallocating Uncertainty in Incumbent Firms through Digital Platforms: The Case of Google’s Automotive Ecosystem Involvement
Sterk, F.; Heinz, D.; Hengstler, P.; Weinhardt, C.
2023. 44th International Conference on Information Systems (ICIS 2023), Association for Information Systems (AIS) 

A State of the Art Overview on Biosignal-based User-Adaptive Video Conferencing Systems
Seitz, J.; Krisam, C.; Benke, I.
2023. 18th International Conference on Wirtschaftsinformatik, September 2023, Paderborn, Germany 

Towards Designing a NLU Model Improvement System for Customer Service Chatbots
Schloß, D.; Gnewuch, U.; Mädche, A.
2023. 18th International Conference on Wirtschaftsinformatik, September 2023, Paderborn, Germany, AIS eLibrary (AISeL) 

The Human-in-the-loop CrowdSurfer Concept: Providing User-centered AI Support to Crowdworkers for Improved Working Conditions and Task Outcomes
Benke, I.; Haug, S.; Maedche, A.
2023. Proceedings UCAI ’23: Workshop on User-Centered Artificial Intelligence at Mensch und Computer 2023 

Time-Aware Data Profiling With Decision Tree Pattern Mining
Grote, A.; Badwitz, W.; Knierim, M. T.; Weinhardt, C.
2023. 2023 IEEE 25th Conference on Business Informatics (CBI), 1–7, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CBI58679.2023.10187535 

Development and Empirical Expert Evaluation of Business Models for Energy Communities
Bluhm, S.; Hein, K.; Golla, A.; Henni, S.; Weinhardt, C.
2023. 2023 19th International Conference on the European Energy Market (EEM), Lappeenranta, Finland, 06-08 June 2023, 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EEM58374.2023.10161933 

An Immersive Learning Factory for AI & Data Literacy: An Exploratory Study in the Wild
Liu, S.; Schulz, T.; Toreini, P.; Mädche, A.
2023. Mensch und Computer 2023, 349–353, Association for Computing Machinery (ACM). doi:10.1145/3603555.3608564 

Scalable Design Evaluation for Everyone! Designing Configuration Systems for Crowd-Feedback Request Generation
Haug, S.; Sommerrock, S.; Benke, I.; Mädche, A.
2023. Mensch und Computer 2023, 91–100, Association for Computing Machinery (ACM). doi:10.1145/3603555.3603566  

Abstract: Towards Real-world Federated Learning in Medical Image Analysis using Kaapana
Kades, K.; Scherer, J.; Zenk, M.; Kempf, M.; Maier-Hein, K.
2023. Bildverarbeitung für die Medizin 2023 – Proceedings, German Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023. Hrsg.: T. Deserno, 140, Springer Fachmedien Wiesbaden. doi:10.1007/978-3-658-41657-7_31 

Towards Inclusive Digital Democracy: A Conceptual Framework for Digital Citizen Participation
Fegert, J.
2023. International Conferences e-Society and Mobile Learning. Ed.: P. Kommers 

On the Interdependence of Reliance Behavior and Accuracy in AI-Assisted Decision-Making
Schoeffer, J.; Jakubik, J.; Voessing, M.; Kuehl, N.; Satzger, G.
2023. HHAI 2023: Augmenting Human Intellect – Proceedings of the Second International Conference on Hybrid Human-Artificial Intelligence. Ed.: P. Lukowicz, IOS Press. doi:10.3233/FAIA230074  

Online Platforms and the Fair Exposure Problem under Homophily
Schoeffer, J.; Ritchie, A.; Naggita, K.; Monachou, F.; Finocchiaro, J.; Juarez, M.
2023. Proceedings of the 37th AAAI Conference on Artificial Intelligence, 7th - 14th February 2023, Washington, DC, 11899–11908, AAAI Press. doi:10.1609/aaai.v37i10.26404 

Improving the Efficiency of Human-in-the-Loop Systems: Adding Artificial to Human Experts
Jakubik, J.; Weber, D.; Hemmer, P.; Vössing, M.; Satzger, G.
2023. Proceedings of the International Conference on Wirtschaftsinformatik, 18th - 21st Sept 2023, Paderborn 

The Impact of Local Energy Market Participants’ Decisions on Efficient Energy Usage: Design of a Multi-Agent System
Speck, C.; Bluhm, S.; Weinhardt, C.; Zwickel, P.; Hagenmeyer, V.
2023. 2023 19th International Conference on the European Energy Market (EEM), Lappeenranta, Finland, 06-08 June 2023, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EEM58374.2023.10161771 

From ChatGPT to FactGPT: A Participatory Design Study to Mitigate the Effects of Large Language Model Hallucinations on Users
Leiser, F.; Eckhardt, S.; Knaeble, M.; Mädche, A.; Schwabe, G.; Sunyaev, A.
2023. Mensch und Computer 2023, 81–90, Association for Computing Machinery (ACM) 

Digital Service Innovation for Sustainable Development: A Systematic Literature Review
Heinz, D.; Hu, M.; Benz, C.; Satzger, G.
2023. Proceedings of the 18th International Conference on Wirtschaftsinformatik (WI), 18th - 21st September 2023, Paderborn  

Accessing the Design Science Knowledge Base - A Search Engine for the Accumulation of Knowledge Across Decentrally Organized Publications
Gau, M.; Maedche, A.; Brocke, J. vom
2023. Design Science Research for a New Society: Society 5.0 – 18th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2023, Pretoria, South Africa, May 31 – June 2, 2023, Proceedings. Ed.: A. Gerber, 266 – 278, Springer Nature Switzerland. doi:10.1007/978-3-031-32808-4_17 

Value Propositions in the Internet of Things: A Taxonomy of B2B Smart Services
Heinz, D.; Luchner, P.; Benz, C.; Fassnacht, M. K.
2023. 25th IEEE Conference on Business Informatics (IEEE CBI 2023), 1–10, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CBI58679.2023.10187551  

Same same but different - Towards a taxonomy for digital involvement projects
Stein, C.; Straub, T.; Jachimowicz, J.; Fegert, J.
2023. ECIS 2023 Proceedings. Ed.: M. Aanestad, AIS eLibrary (AISeL) 

Citizen Science as a Service? A Review of Multi-Project Citizen Science Platforms
Stein, C.; Wittmer, A.; Fegert, J.; Weinhardt, C.
2023. Proceedings of the ES 2023 + ML 2023, 36–55, IADIS Press. doi:10.33965/ES_ML2023_202302L005 

Excerpt from “Sensing with Earables: A Systematic Literature Review and Taxonomy of Phenomena”
Röddiger, T.; Clarke, C.; Breitling, P.; Schneegans, T.; Zhao, H.; Gellersen, H.; Beigl, M.
2023. Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 244–245, Association for Computing Machinery (ACM). doi:10.1145/3544793.3563413 

Augmented Reality-based Indoor Positioning for Smart Home Automations
Schenkluhn, M.; Peukert, C.; Weinhardt, C.
2023. Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, Art.-Nr.: 44, Association for Computing Machinery (ACM). doi:10.1145/3544549.3585745 

Ethical Experience Design for the Value of Privacy based on Psychological Needs
Hoth, V.; Krueger, A. E.; Langner, M.; Brandenburg, S.
2023. Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, Art.-Nr.: 537, Association for Computing Machinery (ACM). doi:10.1145/3544549.3574166 

Leveraging Eye Tracking Technology for a Situation-Aware Writing Assistant
Langner, M.; Toreini, P.; Maedche, A.
2023. ETRA ’23: Proceedings of the 2023 Symposium on Eye Tracking Research and Applications. Ed.: E. Kasneci, Art.-Nr.: 46, Association for Computing Machinery (ACM). doi:10.1145/3588015.3590121 

Conceptualizing a Multi-Sided Platform for Cloud Computing Resource Trading
Haller, F.; Schemmer, M.; Kühl, N.; Holtmann, C.
2023. Proceedings of the 31st European Conference on Information Systems (ECIS), Kristiansand, Norway, June 11 - 16, 2023, Association for Information Systems (AIS) 

Tools of Trade of the Next Blue-Collar Job? Antecedents, Design Features, and Outcomes of Interactive Labeling SystemsFeatures, and Outcomes of Interactive Labeling Systems
Knaeble, M.; Nadj, M.; Germann, L.; Maedche, A.
2023. ECIS 2023 Proceedings 

Guidance in Business Intelligence & Analytics Systems: A Review and Research Agenda
Gunklach, J.; Nadj, M.
2023. ECIS 2023 Proceedings, AIS eLibrary (AISeL) 

Beyond Dashboards? Designing Data Stories for Effective Use in Business Intelligence and Analytics
Gunklach, J.; Jacob, K.; Michalczyk, S.
2023. ECIS 2023 Proceedings, AIS eLibrary (AISeL) 

Exploring the usage of Mixed Reality Dashboards in Business Intelligence and Analytics
Peyman, T.; Mohazzeb Jahromi, S.
2023. ECIS 2023 Proceedings 

Designing AMSL – A Mobile Digital Assistant for Self-Regulated Learning
Scheu, S.; Kuhlmeier, F. O.; Müller, L. N.; Benke, I.
2023. ECIS 2023 Proceedings, AIS eLibrary (AISeL) 

ONYX: Assisting Users in Teaching Natural Language Interfaces Through Multi-Modal Interactive Task Learning
Ruoff, M.; Myers, B. A.; Maedche, A.
2023. CHI ’23: CHI Conference on Human Factors in Computing Systems Hamburg Germany April 23 - 28, 2023. Ed.: A. Schmidt, Art.-Nr.: 417, Association for Computing Machinery (ACM). doi:10.1145/3544548.3580964 

Accessing the Design Science Knowledge Base - A Search Engine for the Accumulation of Knowledge Across Decentrally Organized Publications
Gau, M.; Mädche, A.; Brocke, J. vom
2023. Design Science Research for a New Society: Society 5.0, Springer 

AutoChemplete - Making Chemical Structural Formulas Accessible
Knaeble, M.; Sailer, G.; Chen, Z.; Schwarz, T.; Yang, K.; Nadj, M.; Stiefelhagen, R.; Maedche, A.
2023. W4A ’23: 20th International Web for All Conference Austin TX USA 30 April 2023- 1 May 2023, 173–174, Association for Computing Machinery (ACM). doi:10.1145/3587281.3587293 

Making Usability Test Data Actionable! A Quantitative Test-Driven Prototyping Approach
Kretzer, F.; Maedche, A.
2023. CHI EA ’23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems. Ed.: A. Schmidt, 1–6, Association for Computing Machinery (ACM). doi:10.1145/3544549.3585659 

Utilizing Fleet Data: Towards Designing a Connected Fleet Management System for the Effective Use of Multi-Brand Car Data
Sterk, F.; Frank, S.; Lauster, I.; Weinhardt, C.
2023. Proceedings of the 56th Annual Hawaii International Conference on System Sciences : January 3-6, 2023, 1489–1498, IEEE Computer Society 

On the Perception of Difficulty: Differences between Humans and AI
Spitzer, P.; Holstein, J.; Vössing, M.; Kühl, N.
2023. AutomationXP23: Intervening, Teaming, Delegating Creating Engaging Automation Experiences, CEUR-WS.org. doi:10.48550/arXiv.2304.09803  

Learning to Defer with Limited Expert Predictions
Hemmer, P.; Thede, L.; Vössing, M.; Jakubik, J.; Kühl, N.
2023. Proceedings of the 37th AAAI Conference on Artificial Intelligence, Washington, DC, February 7-14, 2023 

OpenBCI + 3D-Printed Headphones = Open ExG Headphones – An Open-Source Research Platform for Biopotential Earable Applications
Knierim, M. T.; Puhl, D.; Ivucic, G.; Röddiger, T.
2023. CHI EA ’23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems. Ed.: A. Schmidt, Art.-Nr.: 221, Association for Computing Machinery (ACM). doi:10.1145/3544549.3585875 

Designing a Conversation Mining System for Customer Service Chatbots
Schloß, D.; Espitia, J. D. G.; Gnewuch, U.
2023. ECIS 2023 Proceedings, AIS eLibrary (AISeL)  

InterFlowCeption: Foundations for Technological Enhancement of Interoception to Foster Flow States during Mental Work: About the potential of technologically supported body awareness to promote flow experiences during mental work
Berger, C.; Knierim, M. T.; Benke, I.; Bartholomeyczik, K.; Weinhardt, C.
2023. CHI EA ’23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, Art.-Nr.: 184, ACM Digital Library. doi:10.1145/3544549.3585833  

Requirements for a Smart Product-Service System Development Framework
Paliyenko, Y.; Heinz, D.; Schiller, C.; Tüzün, G.-J.; Roth, D.; Kreimeyer, M.
2023. Proceedings of the Design Society: 24th International Conference on Engineering Design (ICED23) 

Empowering Practitioners: A Conceptual Framework for Value Co-Creation through Smart Service Innovation Methodologies
Heinz, D.; Anke, J.
2023. Proceedings of the 31st European Conference on Information Systems (ECIS 2023), Association for Information Systems (AIS)  

Adaptive Conversational Agents: Exploring the Effect of Individualized Design on User Experience
Riefle, L.; Alamo Alonso, S.; Jungnitz, M.; Rothmaier, A.; Wiegand, H.; Zacateco Herrera, R.; Benz, C.
2023. Proceedings of the Thirty-First European Conference on Information Systems (ECIS) 

Enterprise Business Models Leveraging Self-Sovereign Identity: Towards a User-Empowering Me2X Economy
Kölbel, T.; Härdtner, M.-C.; Weinhardt, C.
2023. Proceedings of the 56th Annual Hawaii International Conference on System Sciences : January 3-6, 2023, 4006–4015, IEEE Computer Society  

Requirements and Design Principles for Blockchain-enabled Matchmaking-Marketplaces in Additive Manufacturing
Kölbel, T.; Linkenheil, M.; Weinhardt, C.
2023. Proceedings of the 56th Annual Hawaii International Conference on System Sciences : January 3-6, 2023, 5353–5362, IEEE Computer Society  

Annotating Affect in the Field: A Case Study on the Usability of a Minimalist Smartwatch User Interface for Affect Annotation
Schneegans, T.; Niclas, A.; Greiner, K.; Benke, I. Dr.; Mädche, A. Prof. Dr.; Beigl, M.
2023. Proceedings of the The 2nd EmpathiCH workshop (CHI2023)  

CrowdSurfer: Seamlessly Integrating Crowd-Feedback Tasks nto Everyday Internet Surfing
Haug, S.; Benke, I.; Fischer, D.; Maedche, A.
2023. CHI ’23: CHI Conference on Human Factors in Computing Systems Hamburg Germany April 23 - 28, 2023. Ed.: A. Schmidt, Art.-Nr.: 553, Association for Computing Machinery (ACM). doi:10.1145/3544548.3580994  

Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task Satisfaction
Hemmer, P.; Westphal, M.; Schemmer, M.; Vetter, S.; Vössing, M.; Satzger, G.
2023. Proceedings of the 28th International Conference on Intelligent User Interfaces (IUI 2023), 453–463, Association for Computing Machinery (ACM). doi:10.1145/3581641.3584052 

Designing Context-Aware Chatbots for Product Configuration
Niederer, T.; Schloss, D.; Christensen, N.
2023. Chatbot Research and Design : 6th International Workshop, CONVERSATIONS 2022, Amsterdam, The Netherlands, November 22–23, 2022, Revised Selected Papers. Ed.: A. Følstad, 190–210, Springer International Publishing. doi:10.1007/978-3-031-25581-6_12  

Could we Predict Flow from Ear-EEG?
Knierim, M. T.; Bartholomeyczik, K.; Nieken, P.; Weinhardt, C.
2023. 10th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ACIIW57231.2022.10086037 

Deep Domain Adaptation for Detecting Bomb Craters in Aerial Images
Geiger, M.; Martin, D.; Kühl, N.
2023. 56th Hawaii International Conference on System Sciences, 825–834, IEEE Computer Society 

Detecting Concept Drift With Neural Network Model Uncertainty
Baier, L.; Schlör, T.; Schöffer, J.; Kühl, N.
2023. 56th Hawaii International Conference on System Sciences 

Barriers to Data Sharing among Private Sector Organizations
Fassnacht, M. K.; Benz, C.; Heinz, D.; Leimstoll, J.; Satzger, G.
2023. Hawaii International Conference on Systems Sciences (HICSS-56), 3695–3704, IEEE Computer Society 

Fridays for Future : Einordnung, Rezeption und Wirkung der neuen Klimabewegung
Pollex, J.; Soßdorf, A. (Eds.)
2023. Springer Fachmedien Wiesbaden. doi:10.1007/978-3-658-41447-4 

Zwischen Effizienz und Basisdemokratie : Entscheidungen bei Fridays for Future
Soßdorf, A.; Mucha, W.; Ferschinger, L.; Burgi, V.
2023. Fridays for Future. Hrsg.: J. Pollex, 267–292, Springer Fachmedien Wiesbaden. doi:10.1007/978-3-658-41447-4_12 

Wie wird zu Fridays for Future geforscht? Überblick zur Vielfalt der Forschungsansätze
Pollex, J.; Soßdorf, A.
2023. Fridays for Future. Hrsg.: J. Pollex, 115–133, Springer Fachmedien Wiesbaden. doi:10.1007/978-3-658-41447-4_6 

Fridays for Future als neue Art des Klimaaktivismus : Vom kometenhaften Aufstieg einer jungen Bewegung
Soßdorf, A.; Pollex, J.
2023. Fridays for Future. Hrsg.: J. Pollex, 3–22, Springer Fachmedien Wiesbaden. doi:10.1007/978-3-658-41447-4_1 

Chatbot Analytics mittels Betriebsdaten
Schloß, D.; Gnewuch, U.; Maedche, A.
2023. Robotik in der Wirtschaftsinformatik. Hrsg.: S. D’Onofrio, 167–192, Springer Fachmedien Wiesbaden. doi:10.1007/978-3-658-39621-3_9 

Forecast Modelling and Scenario Hub - Prototype
Schienle, M.; Mädche, A.; Bracher, J.
2023, April 4 

When Self-Humanization Leads to Algorithm Aversion – What Users Want from Decision Support Systems on Prosocial Microlending Platforms
Heßler, P. O.; Pfeiffer, J.; Hafenbrädl, S.
2022. Business & Information Systems Engineering, 64 (3), 275–292. doi:10.1007/s12599-022-00754-y  

When Does an Individual Accept Misinformation? An Extended Investigation Through Cognitive Modeling
Borukhson, D.; Lorenz-Spreen, P.; Ragni, M.
2022. Computational Brain & Behavior, 5 (2), 244–260. doi:10.1007/s42113-022-00136-3  

“Listen to the science!”—The role of scientific knowledge for the Fridays for Future movement
Soßdorf, A.; Burgi, V.
2022. Frontiers in Communication, 7. doi:10.3389/fcomm.2022.983929  

Platform Economy: Beyond the Traveled Paths
Dann, D.; Teubner, T.; Wattal, S.
2022. Business & Information Systems Engineering, 64 (5), 547–552. doi:10.1007/s12599-022-00775-7  

Machine learning for cryptocurrency market prediction and trading
Jaquart, P.; Köpke, S.; Weinhardt, C.
2022. The Journal of Finance and Data Science, 8, 331–352. doi:10.1016/j.jfds.2022.12.001 

Truth or Fake? Developing a Taxonomical Framework for the Textual Detection of Online Disinformation
Bezzaoui, I.; Fegert, J.; Weinhardt, C.
2022. International journal on advances in internet technology, 15 (3/4), 53–63 

BISE Student: From Desk Drawer to Center Stage: Highlighting the Value of Student Theses
Sunyaev, A.; Weinhardt, C.; van der Aalst, W.; Hinz, O.
2022. Business & Information Systems Engineering, 64 (6), 701–706. doi:10.1007/s12599-022-00781-9  

Tighter nets for smaller fishes? Mapping the development of statistical practices in consumer research between 2008 and 2020
Krefeld-Schwalb, A.; Scheibehenne, B.
2022. Marketing Letters, 34 (3), 351–365. doi:10.1007/s11002-022-09662-3 

Ladderbot—A conversational agent for human-like online laddering interviews
Rietz, T.; Maedche, A.
2022. International Journal of Human-Computer Studies, 171, Art.-Nr.: 102969. doi:10.1016/j.ijhcs.2022.102969 

Adaptive and Dynamic Feedback Loops between Production System and Production Network based on the Asset Administration Shell
Stamer, F.; Maier, S.; Peukert, S.; Lanza, G.
2022. Procedia CIRP, 15th CIRP Conference on Intelligent Computation in ManufacturingEngineering, 14-16 July 2021, Ed.: R. Teti, 112, 79–84. doi:10.1016/j.procir.2022.09.048  

Customer–Salesperson Price Negotiations During Exceptional Demand Contractions
Cardy, C.; Chaker, N. N.; Habel, J.; Klarmann, M.; Plötner, O.
2022. Journal of Service Research, 26 (3), Art.:109467052211362. doi:10.1177/10946705221136270 

Intrance: Designing an Interactive Enhancement System for the Development of QA Chatbots
Feine, J.; Morana, S.; Maedche, A.
2022. Proceedings of the ACM on Human-Computer Interaction, 6 (CSCW2), Art.-Nr.: 308. doi:10.1145/3555199 

Industrial peak shaving with battery storage using a probabilistic forecasting approach: Economic evaluation of risk attitude
Henni, S.; Becker, J.; Staudt, P.; vom Scheidt, F.; Weinhardt, C.
2022. Applied Energy, 327, 120088. doi:10.1016/j.apenergy.2022.120088 

Validity of Chatbot Use for Mental Health Assessment: Experimental Study
Schick, A.; Feine, J.; Morana, S.; Maedche, A.; Reininghaus, U.
2022. JMIR mHealth and uHealth, 10 (10), Art.-Nr.: e28082. doi:10.2196/28082  

A simplified design of a cEEGrid ear-electrode adapter for the OpenBCI biosensing platform
Knierim, M. T.; Schemmer, M.; Bauer, N.
2022. HardwareX, 12, Art.Nr. e00357. doi:10.1016/j.ohx.2022.e00357  

Artificial intelligence and machine learning
Kühl, N.; Schemmer, M.; Goutier, M.; Satzger, G.
2022. Electronic markets, 32 (4), 2235–2244. doi:10.1007/s12525-022-00598-0  

TeamSpiritous - A Retrospective Emotional Competence Development System for Video Meetings
Benke, I.; Schneider, M.; Liu, X.; Mädche, A.
2022. Proceedings of the ACM on human-computer interaction, 6 (CSCW2), Art.-Nr.: 392. doi:10.1145/3555117 

Load forecasting for energy communities: a novel LSTM-XGBoost hybrid model based on smart meter data
Semmelmann, L.; Henni, S.; Weinhardt, C.
2022. Energy Informatics, 5 (S1), Art.Nr. 24. doi:10.1186/s42162-022-00212-9  

An increase in surface hydrophobicity mediates chaperone activity in N-chlorinated RidA
Varatnitskaya, M.; Fasel, J.; Müller, A.; Lupilov, N.; Shi, Y.; Fuchs, K.; Krewing, M.; Jung, C.; Jacob, T.; Sitek, B.; Bandow, J. E.; Carroll, K. S.; Hofmann, E.; Leichert, L. I.
2022. Redox Biology, 53, Art.-Nr.: 102332. doi:10.1016/j.redox.2022.102332  

Human vs. supervised machine learning: Who learns patterns faster?
Kühl, N.; Goutier, M.; Baier, L.; Wolff, C.; Martin, D.
2022. Cognitive systems research, 76, 78–92. doi:10.1016/j.cogsys.2022.09.002 

Metaverse: How to Approach Its Challenges from a BISE Perspective
Peukert, C.; Weinhardt, C.; Hinz, O.; Aalst, W. M. P. van der
2022. Business & Information Systems Engineering, 64 (4), 401–406. doi:10.1007/s12599-022-00765-9  

The Sciences of Data – Moving Towards a Comprehensive Systems Perspective
Ott, C.; Garcia, V.; Horn, T.
2022. Archives of Data Science, Series A (Online First), 8 (2), 9 S  

Teaching Data Science. Constructing Pillars in a Fluid Field
Helmer, S.
2022. Archives of Data Science, Series A (Online First), 8 (2), 8 S  

Data Science : What Is Science, and What Is Engineering?
Heitz, R.; Schumann, C.
2022. Archives of Data Science, Series A (Online First), 8 (2), 9 S 

Is It Ops That Make Data Science Scientific?
Doemer, D.; Kempf, M.
2022. Archives of Data Science, Series A (Online First), 8 (2), 12 S. doi:10.5445/IR/1000150238  

AI as Arational Intelligence?
Füchslin, D.; Flumini, R. M.
2022. Archives of Data Science, Series A (Online First), 8 (2), 10 S  

Incorporating Domain Knowledge for Learning Interpretable Features
Melchior, M.
2022. Archives of Data Science, Series A (Online First), 8 (2), 14 S. online. doi:10.5445/IR/1000150142  

Understanding the financial incentive conundrum: A meta-analysis of the effectiveness of financial incentive interventions in promoting energy conservation behavior
Sloot, D.; Scheibehenne, B.
2022. Renewable and Sustainable Energy Reviews, 168, Art.-Nr.: 112761. doi:10.1016/j.rser.2022.112761 

Home is where your Gaze is – Evaluating effects of embedding regional cues in user interfaces
Menzel, T.; Teubner, T.; Adam, M. T. P.; Toreini, P.
2022. Computers in Human Behavior, 136, Art.-Nr.: 107369. doi:10.1016/j.chb.2022.107369 

Multiexperience
Gnewuch, U.; Ruoff, M.; Peukert, C.; Maedche, A.
2022. Business & Information Systems Engineering, 64 (6), 813–823. doi:10.1007/s12599-022-00766-8  

Algorithmic Management – Bright and Dark Sides, Practical Implications, and Research Opportunities
Benlian, A.; Wiener, M.; Cram, W. A.; Krasnova, H.; Maedche, A.; Möhlmann, M.; Recker, J.; Remus, U.
2022. Business & Information Systems Engineering, 64 (6), 825–839. doi:10.1007/s12599-022-00764-w  

The influence of incidental emotions on decision-making under risk and uncertainty: a systematic review and meta-analysis of experimental evidence
Bartholomeyczik, K.; Gusenbauer, M.; Treffers, T.
2022. Cognition and Emotion, 36 (6), 1054–1073. doi:10.1080/02699931.2022.2099349 

Sensing with Earables: A Systematic Literature Review and Taxonomy of Phenomena
Röddiger, T.; Clarke, C.; Breitling, P.; Schneegans, T.; Zhao, H.; Gellersen, H.; Beigl, M.
2022. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 6 (3), Article 135. doi:10.1145/3550314  

Brand presentation order in voice shopping: Understanding the effects of sequential product presentation
Halbauer, I.; Jacob, S.; Klarmann, M.
2022. Journal of Retailing, 98 (4), 759–778. doi:10.1016/j.jretai.2022.06.002 

Benefits, discounts, features, and value as communication foci in selling: Exploring concepts, drivers, and outcomes
Klarmann, M.; Wouters, M.
2022. Journal of Personal Selling and Sales Management, 43 (1), 46–64. doi:10.1080/08853134.2022.2082451 

Opposing Effects of Response Time in Human–Chatbot Interaction: The Moderating Role of Prior Experience
Gnewuch, U.; Morana, S.; Adam, M. T. P.; Maedche, A.
2022. Business & Information Systems Engineering, 64, 773–791. doi:10.1007/s12599-022-00755-x  

Automated inference of product attributes and their importance from user-generated content: Can we replace traditional market research?
Roelen-Blasberg, T.; Habel, J.; Klarmann, M.
2022. International Journal of Research in Marketing, 40 (1), 164–188. doi:10.1016/j.ijresmar.2022.04.004 

Evaluating the impact of regulation on the path of electrification in Citizen Energy Communities with prosumer investment
Golla, A.; Röhrig, N.; Staudt, P.; Weinhardt, C.
2022. Applied Energy, 319, Art.-Nr.: 119241. doi:10.1016/j.apenergy.2022.119241 

Experimenter meets correlator: Comment on Regenwetter et al. (2022)
Scheibehenne, B.
2022. Decision, 9 (2), 121–123. doi:10.1037/dec0000169 

Designing Transparency for Effective Human-AI Collaboration
Vössing, M.; Kühl, N.; Lind, M.; Satzger, G.
2022. Information Systems Frontiers, 24 (3), 877–895. doi:10.1007/s10796-022-10284-3  

A Maturity Model for Smart Product-Service Systems
Heinz, D.; Benz, C.; Silbernagel, R.; Molins, B.; Satzger, G.; Lanza, G.
2022. Procedia CIRP, 107, 113–118. doi:10.1016/j.procir.2022.04.019  

Exploring the Potential of Smart Service Systems: A Multi-Actor View on Affordances and Their Actualization
Heinz, D.; Benz, C.; Bode, J.; Hunke, F.; Satzger, G.
2022. Journal of Service Management Research (SMR), 6 (2), 132–146. doi:10.5771/2511-8676-2022-2-132  

Corporate Digital Responsibility – Relevance and Opportunities for Business and Information Systems Engineering
Mihale-Wilson, C.; Hinz, O.; van der Aalst, W.; Weinhardt, C.
2022. Business & Information Systems Engineering, 64 (2), 127–132. doi:10.1007/s12599-022-00746-y 

Foundations of Data Science : A Comprehensive Overview Formed at the 1st International Symposium on the Science of Data Science
Schilling, F.-P.; Flumini, D.; Füchslin, R. M.; Gavagnin, E.; Geller, A.; Quarteroni, S.; Stadelmann, T.
2022. Archives of Data Science, Series A (Online First), 8 (2), 21 S. doi:10.21256/zhaw-24982  

Violations of economic rationality due to irrelevant information during learning in decision from experience
Spektor, M. S.; Seidler, H.
2022. Judgment and Decision Making, 17 (2), 425–448 

Evaluation of an interactive visualization tool to increase energy literacy in the building sector
Henni, S.; Franz, P.; Staudt, P.; Peukert, C.; Weinhardt, C.
2022. Energy and Buildings, 266, Art.Nr.: 112116. doi:10.1016/j.enbuild.2022.112116 

How do tax compliance labels impact sharing platform consumers? An empirical study on the interplay of trust, moral, and intention to book
Dann, D.; Müller, R.; Werner, A.-C.; Teubner, T.; Mädche, A.; Spengel, C.
2022. Information Systems and e-Business Management, 20 (3), 409–439. doi:10.1007/s10257-022-00554-7  

labelCloud: A Lightweight Labeling Tool for Domain-Agnostic 3D Object Detection in Point Clouds
Sager, C.; Zschech, P.; Kühl, N.
2022. Computer-Aided Design and Applications, 19 (6), 1191–1206. doi:10.14733/cadaps.2022.1191-1206 

Data‐driven allocation of development aid towards Sustainable Development Goals: Evidence from HIV/AIDS
Jakubik, J.; Feuerriegel, S.
2022. Production and Operations Management, 31 (6), 2739–2756. doi:10.1111/poms.13714  

The mitigating role of nostalgia for consumer price unfairness perceptions in response to disadvantageous personalized pricing
Pade, R.; Feurer, S.
2022. Journal of Business Research, 145, 277–287. doi:10.1016/j.jbusres.2022.02.057 

The effect of cooperative team culture on innovation
Rieger, V.; Klarmann, M.
2022. Journal of Business Research, 144, 1256–1271. doi:10.1016/j.jbusres.2022.02.020 

Data Centrism and the Core of Data Science as a Scientific Discipline
Stadelmann, T.; Klamt, T.; Merkt, P. H.
2022. Archives of Data Science, Series A, 8 (2), 16 S. online  

Designing Personality-Adaptive Conversational Agents for Mental Health Care
Ahmad, R.; Siemon, D.; Gnewuch, U.; Robra-Bissantz, S.
2022. Information Systems Frontiers, 24, 923–943. doi:10.1007/s10796-022-10254-9  

Values and Ethics in Information Systems – A State-of-the-Art Analysis and Avenues for Future Research
Spiekermann, S.; Krasnova, H.; Hinz, O.; Baumann, A.; Benlian, A.; Gimpel, H.; Heimbach, I.; Köster, A.; Maedche, A.; Niehaves, B.; Risius, M.; Trenz, M.
2022. Business & information systems engineering, 64 (2), 247–264. doi:10.1007/s12599-021-00734-8 

Structural parameter interdependencies in computational models of cognition
Krefeld-Schwalb, A.; Pachur, T.; Scheibehenne, B.
2022. Psychological review, 129 (2), 313–339. doi:10.1037/rev0000285 

How voice retailers can predict customer mood and how they can use that information
Halbauer, I.; Klarmann, M.
2022. International journal of research in marketing, 39 (1), 77–95. doi:10.1016/j.ijresmar.2021.09.008 

Gameful Learning for a More Sustainable World – Measuring the Effect of Design Elements on Long-Term Learning Outcomes in Correct Waste Sorting
Hoffmann, G.; Pfeiffer, J.
2022. Business & information systems engineering, 64, 459–482. doi:10.1007/s12599-021-00731-x  

Understanding the impact of control levels over emotion-aware chatbots
Benke, I.; Gnewuch, U.; Maedche, A.
2022. Computers in human behavior, 129, Art.-Nr.: 107122. doi:10.1016/j.chb.2021.107122 

Design knowledge for deep-learning-enabled image-based decision support systems — evidence from power line maintenance decision-making
Landwehr, J.; Kühl, N.; Walk, J.; Gnädig, M.
2022. Business & information systems engineering, 64 (6), 707–728. doi:10.1007/s12599-022-00745-z  

Performance benchmarking of power-to-gas plants using Composite Indicators
Heymann, F.; Rüdisüli, M.; Scheidt, F. vom; Camanho, A. S.
2022. International Journal of Hydrogen Energy, 47 (58), 24465–24480. doi:10.1016/j.ijhydene.2021.10.189 

Creating customer value from data: foundations and archetypes of analytics-based services
Hunke, F.; Heinz, D.; Satzger, G.
2022. Electronic markets, 32, 503–521. doi:10.1007/s12525-021-00506-y  

Towards a Physiological Computing Infrastructure for Researching Students’ Flow in Remote Learning – Preliminary Results from a Field Study
Li, M. X.; Nadj, M.; Maedche, A.; Ifenthaler, D.; Wöhler, J.
2022. Technology, knowledge and learning, 27, 365–384. doi:10.1007/s10758-021-09569-4  

AI for in-line vehicle sequence controlling: development and evaluation of an adaptive machine learning artifact to predict sequence deviations in a mixed-model production line
Stauder, M.; Kühl, N.
2022. Flexible services and manufacturing journal, 34, 709–747. doi:10.1007/s10696-021-09430-x  

Designing Attentive Information Dashboards
Toreini, P.; Langner, M.; Maedche, A.; Morana, S.; Vogel, T.
2022. Journal of the Association for Information Systems, 23 (2), 521–552. doi:10.17705/1jais.00732 

Voice of the users: an extended study of software feedback engagement
Tizard, J.; Rietz, T.; Liu, X.; Blincoe, K.
2022. Requirements engineering, 27, 293–315. doi:10.1007/s00766-021-00357-1 

The cost of fairness in AI: Evidence from e-commerce
Zahn, M. von; Feuerriegel, S.; Kühl, N.
2022. Business & information systems engineering, 64, 335–348. doi:10.1007/s12599-021-00716-w 

Exploring User Experience with a Conversational Agent to Treat Depression in Youth: A Think-Aloud Study
Onur Kuhlmeier, F.; Gnewuch, U.; Metelmann, L.; Bauch, L.; Lüttke, S.
2022. Proceedings of the Twenty-First Annual Pre-ICIS Workshop on HCI Research in MIS, Copenhagen, Denmark, 11th December 2022  

Explainable Al for Expert Systems
Bode, J.; Schemmer, M.; Satzger, G.
2022. Wirtschaftsinformatik 2022 Proceedings, online, 2022 

The Pulse Of Impulse Buying: An experimental study on the effects of background music tempo on impulse buying
Stano, F.; Qua, K.; Dorner, V.
2022. 30th ECIS 2022 Research in Progress Papers, Article no: 1250, Association for Information Systems (AIS)  

Typing the Future: Designing Multimodal AR Keyboards
Schenkluhn, M.; Peukert, C.; Weinhardt, C.
2022. Wirtschaftsinformatik 2022 Proceedings, Nürnberg, 2022, Association for Information Systems (AIS) 

Understanding Car Data Monetization: A Taxonomy of Data-Driven Business Models in the Connected Car Domain
Sterk, F.; Peukert, C.; Hunke, F.; Weinhardt, C.
2022. Wirtschaftsinformatik 2022 Proceedings (WI 2022), Nürnberg (online), 21st - 23rd February, 2022, Association for Information Systems (AIS) 

Emotion-Adaptive Learning Systems for Transferrable Skill Learning
Zahn, E.; Benke, I.; Soellner, M.; Mädche, A.
2022. Proceedings of the 2022 AIS SIGED International Conference on Information Systems Education and Research, 175–179, Association for Information Systems (AIS) 

Predicting the Outcome of a Debt Collection Process Using Bayesian Networks
Köhler, B.; Fromm, H.
2022. Proceedings of the 55th Hawaii International Conference on System Sciences, Ed.: T. X. Bui, 1739–1748, IEEE Computer Society 

Spotlight on DeFi Centerpieces: Towards an Economic Perspective on Asset Tokenization Services
Kölbel, T.; Lamberty, R.; Sterk, F.; Weinhardt, C.
2022. PACIS 2022 proceedings 

Shaping Governance in Self-Sovereign Identity Ecosystems: Towards a Cooperative Business Model
Kölbel, T.; Gawlitza, T.; Weinhardt, C.
2022. Wirtschaftsinformatik 2022 : Proceedings. Bd.: 18, AIS eLibrary (AISeL) 

Giant or Dwarf? A Literature Review on Blockchain-enabled Marketplaces in Business Ecosystems
Kölbel, T.; Dann, D.; Weinhardt, C.
2022. Wirtschaftsinformatik 2022 : Proceedings. Bd.: 3, AIS eLibrary (AISeL) 

Conversation Mining for Customer Service Chatbots
Schloß, D.; Gnewuch, U.
2022. 6th International Workshop, CONVERSATIONS 2022, Amsterdam, The Netherlands, November 22–23, 2022  

Towards Designing a Conversation Mining System for Customer Service Chatbots
Schloß, D.; Gnewuch, U.; Mädche, A.
2022. ICIS 2022 Proceedings. Bd.: 1, AIS eLibrary (AISeL)  

Facilitating NeuroIS Research Using Natural Language Processing: Towards Automated Recommendations
Nikolajevic, N.; Knierim, M. T.; Weinhardt, C.
2022. Information Systems and Neuroscience – NeuroIS Retreat 2022. Ed.: F. Davis, 147–154, Springer International Publishing. doi:10.1007/978-3-031-13064-9_15 

A Look Behind the Curtain: Exploring the Limits of Gaze Typing
Schenkluhn, M.; Peukert, C.; Weinhardt, C.
2022. Information Systems and Neuroscience – NeuroIS Retreat 2022. Ed.: F. Davis, 251–259, Springer International Publishing. doi:10.1007/978-3-031-13064-9_26 

Recognizing Polychronic-Monochronic Tendency of Individuals Using Eye Tracking and Machine Learning
Barth, S.; Langner, M.; Toreini, P.; Maedche, A.
2022. Information Systems and Neuroscience: NeuroIS Retreat 2022. Ed.: F. D. Davis, 89–96, Springer International Publishing. doi:10.1007/978-3-031-13064-9_9 

The Success of Others: Copy Trading and Risk
Stein, C.; Staudt, P.; Greif-Winzrieth, A.
2022. Wirtschaftsinformatik 2022 Proceedings, AIS eLibrary (AISeL) 

Towards Automatic Parsing of Structured Visual Content through the Use of Synthetic Data
Scholch, L.; Steinhauser, J.; Beichter, M.; Seibold, C.; Yang, K.; Knaeble, M.; Schwarz, T.; Maedche, A.; Stiefelhagen, R.
2022. 2022 26th International Conference on Pattern Recognition (ICPR), 1607–1613, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICPR56361.2022.9956453 

Emotion Adaptive Learning Systems for Transferrable Skill Learning
Zahn, E.; Benke, I.; Soellner, M.; Mädche, A.
2022. Proceedings of the 2022 AIS SIGED International Conference on Information Systems Education and Research 

The Impact of Conversational Assistance on the Effective Use of Forecasting Support Systems: A Framed Field Experiment : Short Paper
Haug, S.; Ruoff, M.; Gnewuch, U.
2022. ICIS 2022 Proceedings. Vol.: 2, 1–9, AIS eLibrary (AISeL) 

Digital Infrastructure Evolution: A Digital Trace Data Study
Drechsler, K.; Grisold, T.; Gau, M.; Seidel, S.
2022. ICIS 2022. Proceedings 

Studying the Co-evolution of Individual Actions and Emergent Social Structures using Digital Trace Data
Grisold, T.; Gau, M.; Yoo, Y.
2022. ICIS 2022. Proceedings 

Towards an Awkward Silence-Adaptive Virtual Meeting System
Seitz, J.; Reuscher, T. F.; Jacob, S.; Maedche, A.
2022. NAT 2022 : The Third Neuroadaptive Technology Conference ; October 9 – October 12, 2022, Lübbenau, Germany. Ed.: O. Zander, 23–27  

Can Humanizing Voice Assistants Unleash the Potential of Voice Commerce?
Reinkemeier, F.; Gnewuch, U.; Toporowski, W.
2022. Proceedings of the 43rd International Conference on Information Systems 

Fostering Value Co-Creation in Incumbent Firms: The Case of Bosch’s IoT Ecosystem Landscape
Sterk, F.; Heinz, D.; Peukert, C.; Fleuchaus, F.; Kölbel, T.; Weinhardt, C.
2022. 43rd International Conference on Information Systems (ICIS 2022), Association for Information Systems (AIS)  

Towards Explaining Smart Service Innovation Events and Trajectories
Heinz, D.; Breidbach, C. F.; Benz, C.; Satzger, G.
2022. 43rd International Conference on Information Systems (ICIS 2022), Association for Information Systems (AIS)  

Towards Analyzing the Bias of News Recommender Systems Using Sentiment and Stance Detection
Alam, M.; Iana, A.; Grote, A.; Ludwig, K.; Müller, P.; Paulheim, H.
2022. Companion Proceedings of the Web Conference 2022 : WWW’22, Lyon, France, 25-29 April 2022. Ed.: Frédérique Laforest, 448–457, Association for Computing Machinery (ACM). doi:10.1145/3487553.3524674 

On the Influence of Cognitive Styles on Users’ Understanding of Explanations
Riefle, L.; Hemmer, P.; Benz, C.; Vössing, M.; Pries, J.
2022. Proceedings of the Forty-Third International Conference on Information Systems (ICIS) 

“May I Help You?”: Exploring the Effect of Individuals’ Self-Efficacy on the Use of Conversational Agents
Riefle, L.; Benz, C.; Tomar, T.
2022. Proceedings of the Forty-Third International Conference on Information Systems (ICIS) 

A Meta-Analysis of the Utility of Explainable Artificial Intelligence in Human-AI Decision-Making
Schemmer, M.; Hemmer, P.; Nitsche, M.; Kühl, N.; Vössing, M.
2022. Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society, 1st-3rd August, 2022, Oxford. Ed. Vincent Conitzer, 617–626, Association for Computing Machinery (ACM). doi:10.1145/3514094.3534128 

Factors that Influence the Adoption of Human-AI Collaboration in Clinical Decision-Making
Hemmer, P.; Schemmer, M.; Riefle, L.; Rosellen, N.; Vössing, M.; Kühl, N.
2022. Proceedings of the 30th European Conference on Information Systems (ECIS), Timișoara, RO, June 18 - 24, 2022, Association for Information Systems (AIS) 

Flow in Knowledge Work: An Initial Evaluation of Flow Psychophysiology Across Three Cognitive Tasks
Bartholomeyczik, K.; Knierim, M. T.; Nieken, P.; Seitz, J.; Stano, F.
2022. Proceedings NeuroIS Retreat 2022, Wien, A, 14.-16. Juni 2022. Ed.: F. D. Davis, 30–40, Springer 

Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts
Hemmer, P.; Schellhammer, S.; Vössing, M.; Jakubik, J.; Satzger, G.
2022. Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2478–2484, International Joint Conferences on Artificial Intelligence Organization (IJCAI). doi:10.24963/ijcai.2022/344 

UUX (+ X) in der Praxis: Bedürfnisse und Werte für Unternehmen nutzbar machen
Krüger, A. E.; Brandenburg, S.; Langner, M.; Burmester, M.
2022. Mensch und Computer 2022 - Workshopband, Gesellschaft für Informatik (GI). doi:10.18420/muc2022-mci-ws07-114 

BotOrNot: A Platform for Conducting Experiments with Undisclosed Chat Agents
Hanschmann, L.; Gnewuch, U.; Mädche, A.
2022. Mensch und Computer 2022 - Tagungsband. Ed.: B. Pfleging, 495–500, Association for Computing Machinery (ACM). doi:10.1145/3543758.3547517 

Designing Gaze-Aware Attention Feedback for Learning in Mixed Reality
Liu, S.; Toreini, P.; Maedche, A.
2022. Pfleging, B., Gerling, K. & Mayer, S. (Hrsg.), Mensch und Computer 2022 - Tagungsband, 495–500, Association for Computing Machinery (ACM). doi:10.1145/3543758.3547565  

Leveraging Digital Citizen Science for Research Problem Discovery: Insights from a Home Office Challenge Participatory Action
Gau, M.; Greif-Winzrieth, A.; Mädche, A.
2022. Mensch und Computer 2022 – Workshopband, 04.-07. September 2022, Darmstadt. Ed.: K. Marky, Gesellschaft für Informatik (GI). doi:10.18420/muc2022-mci-ws05-314  

Digital Assistants for Self-Regulated Learning: Towards a State- Of-The-Art Overview
Scheu, S.; Benke, I.
2022. Thirtieth European Conference on Information Systems (ECIS 2022), Timișoara, Romania, Paper Number: 1787, AIS eLibrary (AISeL) 

Accessible Chemical Structural Formulas Through Interactive Document Labeling
Knaeble, M.; Chen, Z.; Schwarz, T.; Sailer, G.; Yang, K.; Stiefelhagen, R.; Maedche, A.
2022. Computers Helping People with Special Needs – 18th International Conference, ICCHP-AAATE 2022, Lecco, Italy, July 11–15, 2022, Proceedings, Part I. Ed.: K. Miesenberger, 38–46, Springer International Publishing. doi:10.1007/978-3-031-08648-9_6 

An Empirical Evaluation of Estimated Outcomes as Explanations in Human-AI Decision-Making
Jakubik, J.; Schöffer, J.; Hoge, V.; Vössing, M.; Kühl, N.
2022. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 

Past, Present and Future of Data Ecosystems Research: A Systematic Literature Review
Heinz, D.; Benz, C.; Fassnacht, M. K.; Satzger, G.
2022. Pacific Asia Conference on Information Systems, PACIS 2022, 5th - 9th July 2022: Proceedings, Association for Information Systems (AIS) 

Biosignal-Based Recognition of Cognitive Load: A Systematic Review of Public Datasets and Classifiers
Seitz, J.; Maedche, A.
2022. Information Systems and Neuroscience : NeuroIS Retreat 2022. Ed.: F. D. Davis, 33–52, Springer. doi:10.1007/978-3-031-13064-9_4 

Designing User-Adaptive Video Meeting Systems
Seitz, J.
2022. Proceedings of 20th European Conference on Computer-Supported Cooperative Work, European Society for Socially Embedded Technologies (EUSSET). doi:10.48340/ecscw2022_dc03 

Training Novices: The Role of Human-AI Collaboration and Knowledge Transfer
Spitzer, P.; Kühl, N.; Goutier, M.
2022. Workshop on Human-Machine Collaboration and Teaming (HM-CaT 2022), 23rd July, Baltimore. doi:10.48550/arXiv.2207.00497 

Why Should I Share? Exploring Benefits of Open Data for Private Sector Organizations
Enders, T.; Satzger, G.; Fassnacht, M. K.; Wolff, C.
2022. PACIS 2022 proceedings : AI-IS-ASIA (artificial intelligence, information systems, in Pacific Asia), AIS eLibrary (AISeL) 

EyeLikert: Eye-based Interactions for Answering Surveys
Langner, M.; Aßfalg, N.; Toreini, P.; Maedche, A.
2022. 2022 Symposium on Eye Tracking Research and Applications. Ed.: F. Shic, Article no: 16, Association for Computing Machinery (ACM). doi:10.1145/3517031.3529776 

Distinguishing Between Truth and Fake: Using Explainable AI to Understand and Combat Online Disinformation
Bezzaoui, I.; Fegert, J.; Weinhardt, C.
2022. The 16th International Conference on Digital Society, International Academy Research and Industry Association (IARIA)  

Towards Designing Smart Home Energy Applications for Effective Use
Bluhm, S.; Staudt, P.; Weinhardt, C.
2022. The Transdisciplinary Reach of Design Science Research – 17th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2022, St Petersburg, FL, USA, June 1–3, 2022, Proceedings. Ed.: A. Drechsler, 303–314, Springer International Publishing. doi:10.1007/978-3-031-06516-3_23  

A Personalized Conversational Agent to Treat Depression in Youth and Young Adults – A Transdisciplinary Design Science Research Project
Kuhlmeier, F. O.; Gnewuch, U.; Lüttke, S.; Brakemeier, E.-L.; Mädche, A.
2022. The Transdisciplinary Reach of Design Science Research – 17th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2022, St Petersburg, FL, USA, June 1–3, 2022, Proceedings. Ed.: A. Drechsler, 30–41, Springer International Publishing. doi:10.1007/978-3-031-06516-3_3 

The View of Participants on the Potential of Conducting NeuroIS Studies in the Wild
Greif-Winzrieth, A.; Peukert, C.; Toreini, P.; Weinhardt, C.
2022. Information Systems and Neuroscience: NeuroIS Retreat 2022. Ed.: F. D. Davis, 123–131, Springer. doi:10.1007/978-3-031-13064-9_13 

Driver state prediction from vehicle signals: An evaluation of segmentation approaches
Maritsch, M.; Koch, K.; Thomsen, H.; Kühl, N.; Pfäffli, M.; Weinmann, W.; Wortmann, F.
2022. IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), 1106–1113, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ITSC55140.2022.9922011 

"There Is Not Enough Information": On the Effects of Explanations on Perceptions of Informational Fairness and Trustworthiness in Automated Decision-Making
Schöffer, J.; Kühl, N.; Machowski, Y.
2022. FAccT ’22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul Republic of Korea June 21 - 24, 2022, 1616–1628, Association for Computing Machinery (ACM). doi:10.1145/3531146.3533218  

On the Relationship Between Explanations, Fairness Perceptions, and Decisions
Schoeffer, J.; De-Arteaga, M.; Kuehl, N.
2022. ACM CHI Workshop on Human-Centered Explainable AI (HCXAI), 12.-13. Mai 2022  

Designing Resilient AI-based Robo-Advisors: A Prototype for Real Estate Appraisal
Schemmer, M.; Hemmer, P.; Kühl, N.; Schäfer, S.
2022. 17th International Conference on Design Science Research in Information Systems and Technology, 1st - 3rd June 2022, St. Petersburg, FL, USA  

Designing a Self-Service Analytics System for Transportation Supplier Selection
Michalczyk, S.; Breitling, N.; Mädche, A.
2022. Intelligent Information Systems : CAiSE Forum 2022, Leuven, Belgium, June 6–10, 2022, Proceedings. Ed.: J. De Weerdt, 64–72, Springer 

Paintings, not Noise - The Role of Variety and Self-Determination in Labeling Work and its Effects on Psychological and Performance Outcomes
Knaeble, M.; Nadj, M.; Maedche, A.
2022. CHI 2022 Workshop - Self-Determination Theory in HCI: Shaping a Research Agenda 

Toward User-adaptive Interactive Labeling on Crowdsourcing Platforms
Knaeble, M.; Nadj, M.; Maedche, A.; Loewe, N.
2022. CHI 2022 Workshop - REGROW: Reimagining Global Crowdsourcing for Better Human-AI Collaboration 

ONYX - User Interfaces for Assisting in Interactive Task Learning for Natural Language Interfaces of Data Visualization Tools
Ruoff, M.; Myers, B. A.; Maedche, A.
2022. CHI EA ’22: CHI Conference on Human Factors in Computing Systems Extended Abstracts: April 30–May 5, 2022 ; New Orleans, LA, USA. Ed.: S. Barbosa, Art.-Nr.: 433, Association for Computing Machinery (ACM). doi:10.1145/3491101.3519793 

Innovating Smart Product-Service Systems in Manufacturing SMEs: Current Practices, Affordances, and Constraints
Heinz, D.; Park, H.-R.; Benz, C.; Satzger, G.
2022. 24th IEEE Conference on Business Informatics (IEEE CBI 2022), Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CBI54897.2022.10046 

EyeMeet: A Joint Attention Support System for Remote Meetings
Langner, M.; Toreini, P.; Maedche, A.
2022. CHI Conference on Human Factors in Computing Systems Extended Abstracts, 30th April - 06th May 2022, New Orleans, 1–7, Association for Computing Machinery (ACM). doi:10.1145/3491101.3519792 

Toward a Method for Reviewing Software Artifacts from Practice
Gnewuch, U.; Mädche, A.
2022. The Transdisciplinary Reach of Design Science Research – 17th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2022, St Petersburg, FL, USA, June 1–3, 2022, Proceedings. Ed.: A. Drechsler, 337–350, Springer International Publishing. doi:10.1007/978-3-031-06516-3_25 

Designing Effective Conversational Repair Strategies for Chatbots
Reinkemeier, F.; Gnewuch, U.
2022. Proceedings of the 30th European Conference on Information Systems (ECIS 2022) 

A Human-Centric Perspective on Fairness and Transparency in Algorithmic Decision-Making
Schoeffer, J.
2022. CHI Conference on Human Factors in Computing Systems Extended Abstracts, 1–6, Association for Computing Machinery (ACM). doi:10.1145/3491101.3503811 

On the Influence of Explainable AI on Automation Bias
Schemmer, M.; Kühl, N.; Benz, C.; Satzger, G.
2022. Proceedings of the 30th European Conference on Information Systems (ECIS), Timișoara, RO, June 18 - 24, 2022, Association for Information Systems (AIS) 

Perceptions of Fairness and Trustworthiness Based on Explanations in Human vs. Automated Decision-Making
Schoeffer, J.; Machowski, Y.; Kühl, N.
2022. Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS) : January 4-7, 2022, Hyatt Regency Maui, Hawaii, USA, 1095–1102, University of Hawai’i at Manoa / Hamilton Library. doi:10.24251/hicss.2022.134  

Designing Virtual Toolboxes to Guide Educators in Creating Online Learning
Blecher, L.; Riefle, L.; Kauppinen, T.
2022. The Transdisciplinary Reach of Design Science Research – 17th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2022, St Petersburg, FL, USA, June 1–3, 2022, Proceedings. Ed.: A. Drechsler, 433–444, Springer International Publishing. doi:10.1007/978-3-031-06516-3_32 

Instance Selection Mechanisms for Human-in-the-Loop Systems in Few-Shot Learning
Jakubik, J.; Blumenstiel, B.; Vössing, M.; Hemmer, P.
2022. Wirtschaftsinformatik 2022 : Proceedings. Bd.: 6, AIS eLibrary (AISeL) 

Designing a Human-in-the-Loop System for Object Detection in Floor Plans
Jakubik, J.; Hemmer, P.; Vössing, M.; Blumenstiel, B.; Bartos, A.; Mohr, K.
2022. Proceedings of the 36th Annual Conference on Innovative Applications of Artificial Intelligence (IAAI 2022), Online, 22.02.2022-01.03.2022, 12524–12530, Association for the Advancement of Artificial Intelligence (AAAI). doi:10.1609/aaai.v36i11.21522 

Managing Intermittent Renewable Generation with Battery Storage using a Deep Reinforcement Learning Strategy
Zhou, Y.; Henni, S.; Staudt, P.
2022. Wirtschaftsinformatik 2022 Proceedings. Hrsg.: Internationale Tagung Wirtschaftsinformatik 

Towards Routinely Using Virtual Reality in Higher Education
Majchrzak, T. A.; Radianti, J.; Fromm, J.; Gau, M.
2022. Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS) : January 4-7, 2022, Hyatt Regency Maui, Hawaii, USA, 94–103, University of Hawai’i at Manoa / Hamilton Library. doi:10.24251/HICSS.2022.011  

DSR Buddy: A Conversational Agent Supporting Design Science Research Activities
Gau, M.; Maedche, A.; Brocke, J. vom
2022. Wirtschaftsinformatik 2022 Proceedings, 35, AIS eLibrary (AISeL) 

Facilitating Mixed Reality Public Participation for Modern Construction Projects: Guiding Project Planners with a Configurator
Schramm, L. T.; Hariharan, A.; Götz, T.; Fegert, J.; Schmidt, A. P.
2022. ArtsIT, Interactivity and Game Creation - Creative Heritage. New Perspectives from Media Arts and Artificial Intelligence. 10th EAI International Conference, ArtsIT 2021, Virtual Event, December 2-3, 2021, Proceedings. Ed.: M. Wölfel, 275–291, Springer International Publishing. doi:10.1007/978-3-030-95531-1_19 

Match or Mismatch? How Matching Personality and Gender between Voice Assistants and Users Affects Trust in Voice Commerce
Reinkemeier, F.; Gnewuch, U.
2022. Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS 2022), 4326–4335 

A Framework of Personality Cues for Conversational Agents
Ahmad, R.; Siemon, D.; Gnewuch, U.; Robra-Bissantz, S.
2022. Proceedings of the 55th Hawaii International Conference on System Sciences, January 3-7, 2022. Ed.: T. Bui, 4286–4295  

An Affordance-Actualization Perspective on Smart Service Systems
Heinz, D.; Benz, C.; Hunke, F.; Satzger, G.
2022. Proceedings of the 17th International Conference on Wirtschaftsinformatik (WI), [15 S.]  

What Fits Tim Might Not Fit Tom: Exploring the Impact of User Characteristics on Users’ Experience with Conversational Interaction Modalities
Riefle, L.; Brand, A.; Mietz, J.; Rombach, L.; Szekat, C.; Benz, C.
2022. Proceedings of the 17th International Conference on Wirtschaftsinformatik 

Utilizing Active Machine Learning for Quality Assurance: A Case Study of Virtual Car Renderings in the Automotive Industry
Hemmer, P.; Kühl, N.; Schöffer, J.
2022. Proceedings of the Hawaii International Conference on Systems Sciences (HICSS-55) 

Deep Learning Strategies for Industrial Surface Defect Detection Systems
Martin, D.; Heinzel, S.; Kunze von Bischhoffshausen, J.; Kühl, N.
2022. Proceedings of the Hawaii International Conference on Systems Sciences (HICSS-55)  

Intelligent Decision Assistance Versus Automated Decision-Making: Enhancing Knowledge Work Through Explainable Artificial Intelligence
Schemmer, M.; Kühl, N.; Satzger, G.
2022. Proceedings of the Hawaii International Conference on Systems Sciences (HICSS-55) , 1490–1499, IEEE Computer Society 

From Personal Data to Service Innovation – Guiding the Design of New Service Opportunities
Blöcher, K.; Hunke, F.; Satzger, G.; Alt, R.
2022. Proceedings of the 55th Hawaii International Conference on System Sciences, 1822–1831, HICSS. doi:10.24251/HICSS.2022.226  

Is it more than allocating funds? Exploring the effect of enterprise crowdfunding on employee engagement
Benz, C.
2022. Proceedings of the 55th Hawaii International Conference on System Sciences 

Fake or Credible? Towards Designing Services to Support Users’ Credibility Assessment of News Content
Bunde, E.; Kühl, N.; Meske, C.
2022. Proceedings of the Hawaii International Conference on Systems Sciences (HICSS-55), 1883–1892, IEEE Computer Society 

What to Prioritize? Natural Language Processing for the Development of a Modern Bug Tracking Solution in Hardware Development
Do Thi, T. H.; Dobler, M.; Kühl, N.
2022. Proceedings of the Hawaii International Conference on Systems Sciences (HICSS-55), 798–807, IEEE Computer Society 

Increasing Robustness for Machine Learning Services in Challenging Environments: Limited Resources and No Label Feedback
Baier, L.; Kühl, N.; Schmitt, J.
2022. Intelligent systems and applications. Vol. 1. Ed.: K. Arai, 837–856, Springer International Publishing. doi:10.1007/978-3-030-82193-7_57 

Menü statt à la carte – Warum wir digitale, politische und ethische Bildung gemeinsam denken müssen
Soßdorf, A.; Gallach, L.
2022. Medien – Demokratie – Bildung – Normative Vermittlungsprozesse und Diversität in mediatisierten Gesellschaften. Hrsg.: G. Marci-Boehncke, 135–151, Springer Fachmedien Wiesbaden. doi:10.1007/978-3-658-36446-5_9 

Zur Rolle der Medienbildung im öffentlich-rechtlichen Fernsehen
Soßdorf, A.; Warnken, V.
2022. #meinfernsehen 2021 – Bürgerbeteiligung: Wahrnehmungen, Erwartungen und Vorschläge zur Zukunft öffentlich-rechtlicher Medienangebote. Ed.: F. Gerlach, 141–156, Nomos Verlagsgesellschaft. doi:10.5771/9783748928690-141  

Fernsehen der Zukunft ‒ Zwischen individueller Programmgestaltung und traditioneller Alltagsbegleitung
Reuters, L.; Soßdorf, A.
2022. #meinfernsehen 2021 – Bürgerbeteiligung: Wahrnehmungen, Erwartungen und Vorschläge zur Zukunft öffentlich-rechtlicher Medienangebote. Ed.: F. Gerlach, 123–140, Nomos Verlagsgesellschaft. doi:10.5771/9783748928690-123 

Information and Market Engineering at KIT: Quo Vadis?
Dann, D.; Knierim, M. T.; Peukert, C.; Staudt, P.; Straub, T.
2022. Market Engineering. Hrsg.: H. Gimpel, 1–18, Springer. doi:10.1007/978-3-030-66661-3_1 

Technische Bildungsangebote für Geflüchtete : Der Verein Education for Refugees
Kühl, N.; Lehner, J.
2022. 50 Jahre AIFB - Von 1971 - 2021. Hrsg.: W. Stucky, 211–213, Karlsruher Institut für Technologie (KIT) 

Texting with Human-like Conversational Agents: Designing for Anthropomorphism
Seeger, A.-M.; Pfeiffer, J.; Heinzl, A.
2021. Journal of the Association for Information Systems, 22 (4), 931–967. doi:10.17705/1jais.00685 

When Does an Individual Accept Misinformation?
Borukhson, D.; Lorenz-Spreen, P.; Ragni, M.
2021. Proceedings of the Annual Meeting of the Cognitive Science Society, 43 (43), 119–125 

Entsolidarisierung der Stromversorgung durch Haushaltseigenverbrauch?
Miskiw, K. K.; Staudt, P.
2021. Energiewirtschaftliche Tagesfragen, 71 (11), 56–60 

Short-term bitcoin market prediction via machine learning
Jaquart, P.; Dann, D.; Weinhardt, C.
2021. The Journal of Finance and Data Science, 7, 45–66. doi:10.1016/j.jfds.2021.03.001  

Retail Investor Behavior, Fintechs and Sustainable Finance – Insights from the 6th European Retail Investment Conference (ERIC)
Burghof, H.-P.; Sabani, N.; Jaquart, P.
2021. Credit and Capital Markets, 54 (4), 669–678. doi:10.3790/ccm.54.4.669 

Report on the Third Working Group Meeting of the AG Marketing
Paetz, F.; Guhl, D.
2021. Archives of Data Science / Series A, 8 (1), 11 S  

How to Speed Up Your Digital Transformation
Mueller, B.; Lauterbach, J.
2021. Harvard business review, online 

Understanding strategy assessment in IS management
Mueller, B.; Urbach, N.
2021. Information systems and e-business management, 19 (4), 1245–1273. doi:10.1007/s10257-021-00540-5  

From Becoming to Being Digital – The Emergence and Nature of the Post-Digital
Mueller, B.; Diefenbach, S.; Dobusch, L.; Baer, K.
2021. i-com, 20 (3), 319–328. doi:10.1515/icom-2021-0035 

The theorizing trifecta
Mueller, B.
2021. Journal of information technology, 36 (3), 334–338. doi:10.1177/0268396220967671 

Merchant transmission in single-price electricity markets with cost-based redispatch
Staudt, P.; Oren, S. S.
2021. Energy Economics, 104, Art.Nr. 105610. doi:10.1016/j.eneco.2021.105610 

Mapping Design Contributions in Information Systems Research: The Design Research Activity Framework
Maedche, A.; Gregor, S.; Parsons, J.
2021. Communications of the Association for Information Systems, 49 (Article 12/ Paper 14), 355–378. doi:10.17705/1CAIS.04914 

Hybrid pricing based operation of coupled electric power and district heating networks
Maurer, J.; Golla, A.; Richter, B.; Hohmann, S.; Weinhardt, C.
2021. Sustainable energy, grids and networks, 28, Art.-Nr.: 100532. doi:10.1016/j.segan.2021.100532 

Local energy markets - an IT-architecture design
Richter, B.; Golla, A.; Welle, K.; Staudt, P.; Weinhardt, C.
2021. Energy Informatics, 4, 35. doi:10.1186/s42162-021-00164-6  

Resilient Digital Twins – Organizations Need to Prepare for the Unexpected
Aalst, W. M. P. van der; Hinz, O.; Weinhardt, C.
2021. Business & information systems engineering, 63, 615–619. doi:10.1007/s12599-021-00721-z  

Open-source concealed EEG data collection for Brain-computer-interfaces - neural observation through OpenBCI amplifiers with around-the-ear cEEGrid electrodes
Knierim, M. T.; Berger, C.; Reali, P.
2021. Brain-computer interfaces, 8 (4), 161–179. doi:10.1080/2326263X.2021.1972633 

Call for Papers, Issue 5/2022
Dann, D.; Teubner, T.; Wattal, S.
2021. Business & information systems engineering, 63 (2), 213–214. doi:10.1007/s12599-021-00687-y  

Performance of the CMS muon trigger system in proton-proton collisions at √s = 13 TeV
Sirunyan, A. M.; Tumasyan, A.; Adam, W.; Bergauer, T.; Dragicevic, M.; Escalante Del Valle, A.; Frühwirth, R.; Jeitler, M.; Krammer, N.; Lechner, L.; Liko, D.; Mikulec, I.; Pitters, F. M.; Schieck, J.; Schöfbeck, R.; Spanring, M.; Templ, S.; Waltenberger, W.; Wulz, C.-E.; Zarucki, M.; Chekhovsky, V.; Litomin, A.; Makarenko, V.; Darwish, M. R.; De Wolf, E. A.; Janssen, X.; Kello, T.; Lelek, A.; Rejeb Sfar, H.; Mechelen, P. Van; Putte, S. Van; Van Remortel, N.; Blekman, F.; Bols, E. S.; D’Hondt, J.; De Clercq, J.; Lowette, S.; Moortgat, S.; Morton, A.; Müller, D.; Sahasransu, A. R.; Tavernier, S.; Doninck, W. Van; Van Mulders, P.; Beghin, D.; Bilin, B.; Clerbaux, B.; De Lentdecker, G.; Dorney, B.; Favart, L.; Grebenyuk, A.; Kalsi, A. K.; Lee, K.; Makarenko, I.; Moureaux, L.; Pétré, L.; Popov, A.; Postiau, N.; Starling, E.; Thomas, L.; Vander Velde, C.; Vanlaer, P.; Vannerom, D.; Wezenbeek, L.; Cornelis, T.; Dobur, D.; Gruchala, M.; Khvastunov, I.; Mestdach, G.; Niedziela, M.; Roskas, C.; Skovpen, K.; Tytgat, M.; Verbeke, W.; Vermassen, B.; Vit, M.; Bethani, A.; Bruno, G.; Bury, F.; Caputo, C.; David, P.; Delaere, C.; Delcourt, M.; Donertas, I. S.; Giammanco, A.; Lemaitre, V.; Mondal, K.; Prisciandaro, J.; Taliercio, A.; Teklishyn, M.; Vischia, P.; Wertz, S.; Wuyckens, S.; Alves, G. A.; Hensel, C.; Moraes, A.; Aldá, J., W.L.; Belchior Batista Das Chagas, E.; Brandao Malbouisson, H.; Carvalho, W.; Chinellato, J.; Coelho, E.; Costa, E. M. Da; Silveira, G. G. Da; De Jesus Damiao, D.; Fon-Seca De Souza, S.; Martins, J.; Matos Figueiredo, D.; Mora Herrera, C.; Mundim, L.; Nogima, H.; Rebello Teles, P.; Sanchez Rosas, L. J.; Santoro, A.; Silva Do Amaral, S. 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M.; Lista, L.; Meola, S.; Paolucci, P.; Rossi, B.; Sciacca, C.; Azzi, P.; Bacchetta, N.; Bisello, D.; Bortignon, P.; Bragagnolo, A.; Carlin, R.; Checchia, P.; De Castro Manzano, P.; Dorigo, T.; Gasparini, F.; Gasparini, U.; Hoh, S. Y.; Layer, L.; Margoni, M.; Meneguzzo, A. T.; Presilla, M.; Ronchese, P.; Rossin, R.; Simonetto, F.; Strong, G.; Tosi, M.; Yarar, H.; Zanetti, M.; Zotto, P.; Zucchetta, A.; Zumerle, G.; Aime, C.; Braghieri, A.; Calzaferri, S.; Fiorina, D.; Montagna, P.; Ratti, S. P.; Re, V.; Ressegotti, M.; Riccardi, C.; Salvini, P.; Vai, I.; Vitulo, P.; Bilei, G. M.; Ciangottini, D.; Fanò, L.; Lariccia, P.; Mantovani, G.; Mariani, V.; Menichelli, M.; Moscatelli, F.; Piccinelli, A.; Rossi, A.; Santocchia, A.; Spiga, D.; Tedeschi, T.; Androsov, K.; Azzurri, P.; Bagliesi, G.; Bertacchi, V.; Bianchini, L.; Boccali, T.; Bossini, E.; Castaldi, R.; Ciocci, M. A.; Dell’Orso, R.; Di Domenico, M. R.; Donato, S.; Giassi, A.; Grippo, M. T.; Ligabue, F.; Manca, E.; Mandorli, G.; Messineo, A.; Palla, F.; Ramirez-Sanchez, G.; Rizzi, A.; Rolandi, G.; Roy Chowdhury, S.; Scribano, A.; Shafiei, N.; Spagnolo, P.; Tenchini, R.; Tonelli, G.; Turini, N.; Venturi, A.; Verdini, P. G.; Cavallari, F.; Cipriani, M.; Del Re, D.; Di Marco, E.; Diemoz, M.; Longo, E.; Meridiani, P.; Organtini, G.; Pandolfi, F.; Paramatti, R.; Quaranta, C.; Rahatlou, S.; Rovelli, C.; Santanastasio, F.; Soffi, L.; Tramontano, R.; Amapane, N.; Arcidiacono, R.; Argiro, S.; Arneodo, M.; Bartosik, N.; Bellan, R.; Bellora, A.; Biino, C.; Cappati, A.; Cartiglia, N.; Costa, M.; Covarelli, R.; De Remigis, P.; Dellacasa, G.; Demaria, N.; Kiani, B.; Legger, F.; Mariotti, C.; Maselli, S.; Migliore, E.; Monaco, V.; Monteil, E.; Monteno, M.; Obertino, M. M.; Ortona, G.; Pacher, L.; Pastrone, N.; Pelliccioni, M.; Pinna Angioni, G. L.; Ruspa, M.; Salvatico, R.; Siviero, F.; Sola, V.; Solano, A.; Soldi, D.; Staiano, A.; Tornago, M.; Trocino, D.; Belforte, S.; Candelise, V.; Casarsa, M.; Cossutti, F.; Da Rold, A.; Della Ricca, G.; Vazzoler, F.; Dogra, S.; Huh, C.; Kim, B.; Kim, D. H.; Kim, G. N.; Lee, J.; Lee, S. W.; Moon, C. S.; Oh, Y. D.; Pak, S. I.; Radburn-Smith, B. C.; Sekmen, S.; Yang, Y. C.; Kim, H.; Moon, D. H.; Francois, B.; Kim, T. J.; Park, J.; Cho, S.; Choi, S.; Go, Y.; Hong, B.; Lee, K. S.; Lim, J.; Park, S. K.; Yoo, J.; Goh, J.; Gurtu, A.; Kim, H. S.; Kim, Y.; Almond, J.; Bhyun, J. H.; Choi, J.; Jeon, S.; Kim, J.; Kim, J. S.; Ko, S.; Kwon, H.; Lee, H.; Lee, S.; Nam, K.; Oh, B. H.; Oh, M.; Oh, S. B.; Seo, H.; Yang, U. K.; Yoon, I.; Jeon, D.; Kim, J. H.; Ko, B.; Lee, J. S. H.; Park, I. C.; Roh, Y.; Song, D.; Watson, I. J.; Ha, S.; Yoo, H. 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A.; Shoaib, M.; Waqas, M.; Avati, V.; Grzanka, L.; Malawski, M.; Bialkowska, H.; Bluj, M.; Boimska, B.; Frueboes, T.; Górski, M.; Kazana, M.; Szleper, M.; Traczyk, P.; Zalewski, P.; Bunkowski, K.; Doroba, K.; Kalinowski, A.; Kierzkowski, K.; Konecki, M.; Krolikowski, J.; Oklinski, W.; Pozniak, K.; Walczak, M.; Zabolotny, W.; Araujo, M.; Bargassa, P.; Bastos, D.; Boletti, A.; Faccioli, P.; Gallinaro, M.; Hollar, J.; Leonardo, N.; Niknejad, T.; Seixas, J.; Shchelina, K.; Toldaiev, O.; Varela, J.; Afanasiev, S.; Budkouski, D.; Bunin, P.; Gavrilenko, M.; Golutvin, I.; Gorbunov, I.; Kamenev, A.; Karjavine, V.; Lanev, A.; Malakhov, A.; Matveev, V.; Palichik, V.; Perelygin, V.; Savina, M.; Seitova, D.; Shalaev, V.; Shmatov, S.; Shulha, S.; Smirnov, V.; Teryaev, O.; Voytishin, N.; Zarubin, A.; Zhizhin, I.; Gavrilov, G.; Golovtcov, V.; Ivanov, Y.; Kim, V.; Kuznetsova, E.; Murzin, V.; Oreshkin, V.; Smirnov, I.; Sosnov, D.; Sulimov, V.; Uvarov, L.; Volkov, S.; Vorobyev, A.; Andreev, Y.; Dermenev, A.; Gninenko, S.; Golubev, N.; Karneyeu, A.; Kirsanov, M.; Krasnikov, N.; Pashenkov, A.; Pivovarov, G.; Tlisov, D.; Toropin, A.; Epshteyn, V.; Gavrilov, V.; Lychkovskaya, N.; Nikitenko, A.; Popov, V.; Safronov, G.; Spiridonov, A.; Stepennov, A.; Toms, M.; Vlasov, E.; Zhokin, A.; Aushev, T.; Bychkova, O.; Chadeeva, M.; Parygin, P.; Polikarpov, S.; Popova, E.; Andreev, V.; Azarkin, M.; Dremin, I.; Kirakosyan, M.; Terkulov, A.; Belyaev, A.; Boos, E.; Dubinin, M.; Dudko, L.; Ershov, A.; Gribushin, A.; Klyukhin, V.; Kodolova, O.; Lokhtin, I.; Obraztsov, S.; Petrushanko, S.; Savrin, V.; Snigirev, A.; Blinov, V.; Dimova, T.; Kardapoltsev, L.; Ovtin, I.; Skovpen, Y.; Azhgirey, I.; Bayshev, I.; Kachanov, V.; Kalinin, A.; Konstantinov, D.; Petrov, V.; Ryutin, R.; Sobol, A.; Troshin, S.; Tyurin, N.; Uzunian, A.; Volkov, A.; Babaev, A.; Iuzhakov, A.; Okhotnikov, V.; Sukhikh, L.; Borchsh, V.; Ivanchenko, V.; Tcherniaev, E.; Adzic, P.; Dordevic, M.; Milenovic, P.; Milosevic, J.; Aguilar-Benitez, M.; Alcaraz Maestre, J.; Álvarez Fernández, A.; Bachiller, I.; Barrio Luna, M.; Bedoya, C. 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J.; García Alonso, A.; Gomez, G.; Martinez Rivero, C.; Martinez Ruiz del Arbol, P.; Matorras, F.; Piedra Gomez, J.; Prieels, C.; Ricci-Tam, F.; Rodrigo, T.; Ruiz-Jimeno, A.; Scodellaro, L.; Trevisani, N.; Vila, I.; Vizan Garcia, J. M.; Jayananda, M. K.; Kailasapathy, B.; Sonnadara, D. U. J.; Wickramarathna, D. D. C.; Dharmaratna, W. G. D.; Liyanage, K.; Perera, N.; Wickramage, N.; Aarrestad, T. K.; Abbaneo, D.; Auffray, E.; Auzinger, G.; Baechler, J.; Baillon, P.; Ball, A. H.; Barney, D.; Bendavid, J.; Beni, N.; Bianco, M.; Bocci, A.; Brondolin, E.; Camporesi, T.; Capeans Garrido, M.; Cerminara, G.; Chhibra, S. 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2021. (Collaboration, The CMS, Ed.) Journal of Instrumentation, 16 (7), P07001. doi:10.1088/1748-0221/16/07/P07001  

Ich sehe was, was du auch siehst. Über die Möglichkeiten von Augmented und Virtual Reality für die digitale Beteiligung von Bürger:innen in der Bau- und Stadtplanung
Fegert, J.; Pfeiffer, J.; Reitzer, P.; Götz, T.; Hariharan, A.; Pfeiffer-Leßmann, N.; Renner, P.; Pfeiffer, T.; Weinhardt, C.
2021. HMD, 58, 1180–1195. doi:10.1365/s40702-021-00772-6  

A sharing economy for residential communities with PV-coupled battery storage: Benefits, pricing and participant matching
Henni, S.; Staudt, P.; Weinhardt, C.
2021. Applied energy, 301, Art.-Nr. 117351. doi:10.1016/j.apenergy.2021.117351 

Welcome to Economies in IS! – On the Plethora of IT-Enabled Economies
Weinhardt, C.; Peukert, C.; Hinz, O.; Aalst, W. M. P. van der
2021. Business & information systems engineering, 63, 325–328. doi:10.1007/s12599-021-00705-z  

Mission Statement Accomplished: Promises And Challenges In Using E-Participation For Mission Statement Development
Fegert, J.; Stein, C.; Peukert, C.; Weinhardt, C.
2021. IADIS International Journal on Computer Science and Information Systems, 16 (1), 30–45  

When does digital matter? Analysing customers’ preference for digital processes
Graupner, E.; Trenz, M.; Maedche, A.
2021. International Journal of Electronic Business, 16 (2), 118–146. doi:10.1504/IJEB.2021.115720 

Interview with Rainer Hoffmann on “The Transformation Towards Artificial Intelligence of Electric Utilities”
Staudt, P.
2021. Business & information systems engineering, 63 (3), 257–259. doi:10.1007/s12599-021-00692-1 

Changing the Climate in Information Systems Research
Lehnhoff, S.; Staudt, P.; Watson, R. T.
2021. Business & information systems engineering, 63 (3), 219–222. doi:10.1007/s12599-021-00695-y  

Decision support and strategies for the electrification of commercial fleets
Schmidt, M.; Staudt, P.; Weinhardt, C.
2021. Transportation research / D, 97, Art. Nr.: 102894. doi:10.1016/j.trd.2021.102894 

Reinforcement learning in local energy markets
Bose, S.; Kremers, E.; Mengelkamp, E. M.; Eberbach, J.; Weinhardt, C.
2021. Energy informatics, 4 (1), Art. Nr.: 7. doi:10.1186/s42162-021-00141-z  

Forecasting Energy Technology Diffusion in Space and Time: Model Design, Parameter Choice and Calibration
Heymann, F.; Scheidt, F. vom; Soares, F. J.; Duenas, P.; Miranda, V.
2021. IEEE Transactions on Sustainable Energy, 12 (2), 802–809. doi:10.1109/TSTE.2020.3020426 

Directed particle swarm optimization with Gaussian-process-based function forecasting
Jakubik, J.; Binding, A.; Feuerriegel, S.
2021. European journal of operational research, 295 (1), 157–169. doi:10.1016/j.ejor.2021.02.053 

Configurational theory and practices of firms employing multiple pricing policies: assessing effective and ineffective pricing recipes in multiple firm contexts
Liozu, S. M.; Feurer, S.; Hinterhuber, A.; Woodside, A.
2021. Journal of Revenue and Pricing Management, 20, 420–435. doi:10.1057/s41272-021-00306-1 

Expl(AI)n It to Me – Explainable AI and Information Systems Research
Bauer, K.; Hinz, O.; Aalst, W. van der; Weinhardt, C.
2021. Business & information systems engineering, 63 (2), 79–82. doi:10.1007/s12599-021-00683-2  

When Data Fly: An Open Data Trading System in Vehicular Ad Hoc Networks
Lücking, M.; Kretzer, F.; Kannengießer, N.; Beigl, M.; Sunyaev, A.; Stork, W.
2021. Electronics, 10 (6), 654. doi:10.3390/electronics10060654  

Virtual Sensors
Martin, D.; Kühl, N.; Satzger, G.
2021. Business & information systems engineering, 63 (3), 315–323. doi:10.1007/s12599-021-00689-w  

Infrastructural coupling of the electricity and gas distribution grid to reduce renewable energy curtailment
Henni, S.; Staudt, P.; Kandiah, B.; Weinhardt, C.
2021. Applied energy, 288, 116597. doi:10.1016/j.apenergy.2021.116597 

Carbon efficient smart charging using forecasts of marginal emission factors
Huber, J.; Lohmann, K.; Schmidt, M.; Weinhardt, C.
2021. Journal of cleaner production, 284, Art.Nr. 124766. doi:10.1016/j.jclepro.2020.124766 

Towards an Understanding of Technology Fit and Appropriation in Business Networks – Evidence from Blockchain Implementations
Seebacher, S.; Schüritz, R.; Satzger, G.
2021. Information systems and e-business management, 19, 183–204. doi:10.1007/s10257-020-00485-1  

How to Conduct Rigorous Supervised Machine Learning in Information Systems Research: The Supervised Machine Learning Reportcard
Kühl, N.; Hirt, R.; Baier, L.; Schmitz, B.; Satzger, G.
2021. Communications of the Association for Information Systems, 48, 589–615. doi:10.17705/1CAIS.04845  

Who can be nudged? Examining nudging effectiveness in the context of need for cognition and need for uniqueness
Ingendahl, M.; Hummel, D.; Maedche, A.; Vogel, T.
2021. Journal of consumer behaviour, 20 (2), 324–336. doi:10.1002/cb.1861  

Will the Customers Be Happy? Identifying Unsatisfied Customers from Service Encounter Data
Baier, L.; Kühl, N.; Schüritz, R.; Satzger, G.
2021. Journal of service management, 32 (2), 265–288. doi:10.1108/JOSM-06-2019-0173 

Corporate digital responsibility
Lobschat, L.; Mueller, B.; Eggers, F.; Brandimarte, L.; Diefenbach, S.; Kroschke, M.; Wirtz, J.
2021. Journal of business research, 122, 875–888. doi:10.1016/j.jbusres.2019.10.006  

Software Development Process Ambidexterity and Project Performance: A Coordination Cost-Effectiveness View
Werder, K.; Li, Y.; Maedche, A.; Ramesh, B.
2021. IEEE transactions on software engineering, 47 (4), 836–849. doi:10.1109/TSE.2019.2904571 

On the Compilability and Expressive Power of State-Dependent Action Costs
Speck, D.; Borukhson, D.; Mattmüller, R.; Nebel, B.
2021. Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling. Ed.: S. Biundo, 358–366, Association for the Advancement of Artificial Intelligence (AAAI). doi:10.1609/icaps.v31i1.15981 

Supporting the Onboarding of 3D Printers through Conversational Agents
Liu, S.; Harun, S. E.; Jasche, F.; Ludwig, T.
2021. Proceedings of Mensch und Computer 2021. Ed.: S. Schneegass, 494–498, Association for Computing Machinery (ACM). doi:10.1145/3473856.3474010 

Forecasting BEV charging station occupancy at work places
Motz, M.; Huber, J.; Weinhardt, C.
2021. Informatik 2020 : 50. Jahrestagung der Gesellschaft für Informatik : back to the future, 28. September-2. Oktober 2020, Karlsruhe, Deutschland. Ed.: R. H. Reussner; A. Koziolek Autorin/Autor:, 771–781, Gesellschaft für Informatik (GI). doi:10.18420/inf2020_68 

Increasing Contributions to Sustainable-Projects through digital nudges amplifying social comparision
Staudt, P.; Greif-Winzrieth, A.; Nieken, P.
2021. Increasing Contributions to Sustainable Projects through Digital Nudges Amplifying Social Comparison" (2021). ICIS 2021 Proceedings. 12., AIS eLibrary (AISeL) 

Towards Designing Live 360° Virtual Tours
Peukert, C.; Brossok, F.; Adam, M. T. P.
2021. Proceedings of the 42nd International Conference on Information Systems (ICIS 2021) : Building Sustainability and Resilience with IS: A Call for Action, Austin, TX, December 12-15, 2021 

Exploring the Effect of Visual Cues on Eye Gaze during AR-Guided Picking and Assembly Tasks
Seeliger, A.; Merz, G.; Holz, C.; Feuerriegel, S.
2021. 2021 IEEE International Symposium on Mixed and Augmented Reality: Adjunct Proceedings ; ISMAR-Adjunct 2021, 159–164, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ISMAR-Adjunct54149.2021.00041 

"Ideation is Fine, but Execution is Key": How Incumbent Companies Realize Data-Driven Business Models
Lange, H. E.; Drews, P.; Hoft, M.
2021. 2021 IEEE 23rd Conference on Business Informatics: CBI 2021 ; Virtual Conference, 1–3 September 2021 ; Volume 2 – CBI Forum and Workshop Papers. Ed.: J. P. A. Almeida, 191–200, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CBI52690.2021.00030 

Mini-Track Introduction for “Knowing What We Know"
Mueller, B.; Hovorka, D.
2021. Proceedings of the 54th Hawaii International Conference on System Sciences | 2021, 6077–6078, University of Hawaii at Manoa, Hamilton Library, ScholarSpace  

The Augmented Theorist - Toward Automated Knowledge Extraction from Conceptual Models
Scharfenberger, J.; Funk, B.; Mueller, B.
2021. ICIS 2021 Proceedings 

Coding Like a Rockstar : The Role of Social Influence on Action Patterns in GitHub
Grisold, T.; Gau, M.; Yoo, Y.
2021. ICIS 2021 Proceedings 

What Goes Around, Comes Around: The Effects of 360-degree Experiences on Peer-to-Peer Platform Behavior
Greif-Winzrieth, A.; Peukert, C.; Dann, D.
2021. Innovation Through Information Systems: Volume III: A Collection of Latest Research on Management Issues. Ed.: F. Ahlemann, 505–511, Springer. doi:10.1007/978-3-030-86800-0_35 

Quantity Over Quality? – A Framework for Combining Mobile Crowd Sensing and High Quality Sensing
Stöckel, B.; Kloker, S.; Weinhardt, C.; Dann, D.
2021. Innovation Through Information Systems: Volume III: A Collection of Latest Research on Management Issues. Ed.: F. Ahlemann, 39–54, Springer. doi:10.1007/978-3-030-86800-0_3 

EyeTC: Attentive Terms and Conditions of Internet-Based Services with Webcam-Based Eye Tracking
Toreini, P.; Langner, M.; Vogel, T.; Maedche, A.
2021. Information Systems and Neuroscience: NeuroIS Retreat 2021. Ed.: F. D. Davis, 112–119, Springer. doi:10.1007/978-3-030-88900-5_13 

Voice of the Users: A study of software feedback differences between Germany and China
Tizard, J.; Rietz, T.; Liu, X.; Blincoe, K.
2021. Proceedings 29th IEEE International Requirements Engineering Conference Workshops: REW 2021 ; September 20 – 24 2021, Online Event. Ed.: T. Yue, 328–335, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/REW53955.2021.00057 

Is This System Biased? – How Users React to Gender Bias in an Explainable AI System
Jussupow, E.; Meza Martínez, M. A.; Mädche, A.; Heinzl, A.
2021. 42nd International Conference on Information Systems, Association for Information Systems (AIS) 

Understanding Employee Responses to Software Robots: A Systematic Literature Review
Seiffer, A.; Gnewuch, U.; Mädche, A.
2021. ICIS 2021 Proceedings, Austin, TX, Dec. 12-15, 2021, Paper No. 1358, AIS eLibrary (AISeL) 

Hybrid Recommender Systems for Next Purchase Prediction Based on Optimal Combination Weights
Haubner, N.; Setzer, T.
2021. Innovation Through Information Systems: Volume II: A Collection of Latest Research on Technology Issues. Ed.: F. Ahlemann, 56–71, Springer. doi:10.1007/978-3-030-86797-3_4 

Organizing for Digital Innovation and Transformation: Bridging Between Organizational Resilience and Innovation Management
Heinz, D.; Hunke, F.; Breitschopf, G. F.
2021. Innovation Through Information Systems: Volume II: A Collection of Latest Research on Technology Issues. Ed.: F. Ahlemann, 548–564, Springer. doi:10.1007/978-3-030-86797-3_36 

Opening the Black Box of Digital B2B Co-creation Platforms: A Taxonomy
Abendroth, J.; Riefle, L.; Benz, C.
2021. Innovation Through Information Systems: Volume II: A Collection of Latest Research on Technology Issues. Ed.: F. Ahlemann, 596–611, Springer. doi:10.1007/978-3-030-86797-3_39 

Co-creating Value in B2B Platform Ecosystems – Towards a Deeper Understanding of the Emergence and Nature of Actor Engagement
Benz, C.; Riefle, L.; Schwarz, C.
2021. Innovation Through Information Systems: Volume II: A Collection of Latest Research on Technology Issues. Ed.: F. Ahlemann, 236–242, Springer. doi:10.1007/978-3-030-86790-4_17 

Crowd-Feedback in Information Systems Development: A State-of-the-Art Review
Haug, S.; Mädche, A.
2021. ICIS 2021 Proceedings, Association for Information Systems (AIS)  

Levels of Digital Representation: Semiotics and the Articulation of Meaning
Chandra-Kruse, L.; Seidel, S.; Maedche, A.
2021. ICIS 2021, Austin, Texas, Dec. 12-15, 2021, Paper Number 2115, Association for Information Systems (AIS) 

Appropriate Fairness Perceptions? On the Effectiveness of Explanations in Enabling People to Assess the Fairness of Automated Decision Systems
Schoeffer, J.; Kuehl, N.
2021. Companion Publication of the 2021 Conference on Computer Supported Cooperative Work and Social Computing (CSCW ’21 Companion), October 23–27, 2021, Virtual Event, USA. Ed.: J. Birnholtz, 153–157, Association for Computing Machinery (ACM). doi:10.1145/3462204.3481742 

LeadBoSki: A Smart Personal Assistant for Leadership Support in Video-Meetings
Benke, I.; Vetter, S.; Maedche, A.
2021. Companion Publication of the 2021 Conference on Computer Supported Cooperative Work and Social Computing. Ed.: J. Birnholtz, 19–22, Association for Computing Machinery (ACM). doi:10.1145/3462204.3481764 

Feeasy: An Interactive Crowd-Feedback System
Haug, S.; Maedche, A.
2021. Proceedings of the 34th Annual ACM Symposium on User Interface Software and Technology, Association for Computing Machinery (ACM). doi:10.1145/3474349.3480224  

Ensuring a Robust Multimodal Conversational User Interface during Maintenance Work
Fleiner, C.; Riedel, T.; Beigl, M.; Ruoff, M.
2021. MuC ’21: Mensch und Computer 2021. Ed.: S. Schneegass, 79–91, Association for Computing Machinery (ACM). doi:10.1145/3473856.3473871  

A Maturity Model for Digital Twin Implementations in the Commercial Aerospace OEM Industry
Medina, F. G.; Umpierrez, A. W.; Martinez, V.; Fromm, H.
2021. 2021 10th International Conference on Industrial Technology and Management (ICITM) : 10th International Conference on Industrial Technology and Management, ICITM 2021, Online, 26 March 2021 - 28 March 2021, 149–156, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICITM52822.2021.00034 

Online Operation and Profitability Evaluation for a Multi-Tasking Community Energy Storage with Prioritized Services
Henni, S.; Wiedemer, M.; Staudt, P.; Weinhardt, C.
2021. Community Workshop Proceedings. Energy Informatics and Electro Mobility ICT, March 8, 2021. Pre-Conference 16. International Congress on Wirtschaftsinformatik Universität Duisburg-Essen, 5–20, BIS-Verlag 

Towards a Reference Architecture for Future Industrial Internet of Things Networks
Martin, D.; Kühl, N.; Schwenk, M.
2021. Proceedings : 2021 IEEE 23rd Conference on Business Informatics, CBI 2021, Virtual Conference 1-3 September 2021, Volume 2 – CBI Forum and Workshop Papers. Ed.: J.P.A. Almeida, 1–9, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CBI52690.2021.10049  

An Interactive Machine Learning System for Image Advertisements
Foerste, M.; Nadj, M.; Knaeble, M.; Maedche, A.; Gehrmann, L.; Stahl, F.
2021. Mensch und Computer 2021 (MuC ’21), Ingolstadt, 5.-8.9.2021, 574–577, Association for Computing Machinery (ACM). doi:10.1145/3473856.3474027 

Industrial Corporation’s Transformation into a Digital Platform Provider: A Case Study on Enablers
Riefle, L.; Eisold, M.; Benz, C.
2021. 23rd IEEE Conference on Business Informatics (IEEE CBI 2021), Bozen, I, September 1-3, 2021, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CBI52690.2021.00024  

Detecting Flow Experiences in the Field Using Video- Based Head and Face Activity Recognition: A Pilot Study
Berger, C.; Knierim, M. T.; Weinhardt, C.
2021. Proceedings NeuroIS Retreat 2021, Virtual Conference, June 1-3. Ed.: F. D. Davis, 134–141, Springer. doi:10.1007/978-3-030-88900-5_14 

Dark Patterns in the Wild: Review of Cookie Disclaimer Designs on Top 500 German Websites
Krisam, C.; Dietmann, H.; Volkamer Melanie; Kulyk, O.
2021. EuroUSEC ’21: European Symposium on Usable Security 2021, Karlsruhe Germany, October 11 - 12, 2021, 8 S., Association for Computing Machinery (ACM). doi:10.1145/3481357.3481516  

Exploring the Potential of NeuroIS in the Wild: Opportunities and Challenges of Home Environments
Greif-Winzrieth, A.; Peukert, C.; Toreini, P.; Adam, M. T. P.
2021. Information Systems and Neuroscience: NeuroIS Retreat 2021. Ed.: F. D. Davis, 38–46, Springer. doi:10.1007/978-3-030-88900-5_5 

Journaling the Design Science Research Process : Transparency About the Making of Design Knowledge
Brocke, J. vom; Gau, M.; Mädche, A.
2021. The Next Wave of Sociotechnical Design – 16th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2021, Kristiansand, Norway, August 4–6, 2021, Proceedings. Ed.: L. Chandra Kruse, 131–136, Springer International Publishing. doi:10.1007/978-3-030-82405-1_15 

MyResearchChallenge.digital - A Participatory Problem Discovery System for Citizen Design Science Research
Greif-Winzrieth, A.; Gau, M.
2021. The Next Wave of Sociotechnical Design – 16th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2021, Kristiansand, Norway, August 4–6, 2021, Proceedings. Ed.: L. Chandra Kruse, 112–117, Springer International Publishing. doi:10.1007/978-3-030-82405-1_13 

Accelerating Deductive Coding of Qualitative Data: An Experimental Study on the Applicability of Crowdsourcing
Haug, S.; Rietz, T.; Maedche, A.
2021. Mensch und Computer 2021, MuC ’21, 5.-8.9.2021 Ingolstadt, 432–443, Association for Computing Machinery (ACM). doi:10.1145/3473856.3473873  

Social Welfare through Blockchain-Based E-Voting
Willrich, S.; Straub, T.; Badewitz, W.
2021. European Conference on Information Systems - Human Values Crisis in a Digitizing World, Paper-Nr.: 1355, Association for Information Systems (AIS) 

Next frontiers in emergency medical services in Germany: Identifying gaps between academia and practice
Reuter-Oppermann, M.; Wolff, C.; Pumplun, L.
2021. Proceedings of the 54th Annual Hawaii International Conference on System Sciences, HICSS 2021: 4-8 January 2021, 3743–3752, Institute of Electrical and Electronics Engineers (IEEE) 

Designing Conversational Dashboards for Effective Use in Crisis Response
Ruoff, M.; Gnewuch, U.
2021. ECIS 2021 Proceedings - European Conference on Information Systems. Human Values Crisis in a Digitizing World, Article no: 1698, Association for Information Systems (AIS) 

Designing Multimodal BI&A Systems for Co-Located Team Interactions
Ruoff, M.; Gnewuch, U.
2021. ECIS 2021 Proceedings - European Conference on Information Systems. Human Values Crisis in a Digitizing World, Article no: 1610, Association for Information Systems (AIS) 

Visual Complexity and Scene Recognition: How Low Can You Go?
Handali, J. P.; Schneider, J.; Gau, M.; Holzwarth, V.; Brocke, J. vom
2021. 2021 IEEE Virtual Reality and 3D User Interfaces (VR), 286–295, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/VR50410.2021.00051 

Designing a Self-service Analytics System for Supply Base Optimization
Michalczyk, S.; Nadj, M.; Beier, H.; Mädche, A.
2021. CAiSE ’21- 33rd International Conference on Advanced Information Systems Engineering, MELBOURNE, 28 JUNE 2021 - 2 JULY 2021, 154–161. doi:10.1007/978-3-030-79108-7_18 

Demystifying Job Roles in Data Science: A Text Mining Approach
Michalczyk, S.; Nadj, M.; Mädche, A.; Gröger, C.
2021. ECIS 2021 Proceedings - European Conference on Information Systems. Human Values Crisis in a Digitizing World, Paper Number: 1622, Association for Information Systems (AIS) 

Probabilistic Forecasting of Household Loads: Effects of Distributed Energy Technologies on Forecast Quality
Scheidt, F. vom; Dong, X.; Bartos, A.; Staudt, P.; Weinhardt, C.
2021. e-Energy ’21: The Twelfth ACM International Conference on Future Energy Systems Virtual Event Italy 28 June, 2021- 2 July, 2021, 231–238, Association for Computing Machinery (ACM). doi:10.1145/3447555.3464861  

What Goes Around, Comes Around: The Effects of 360- Degree Experiences on Peer-To-Peer Platform Behavior
Greif-Winzrieth, A.; Peukert, C.; Dann, D.
2021. Wirtschaftsinformatik 2021 Proceedings, AIS eLibrary (AISeL), 9.3.-11.3.2021, Duisburg, AIS eLibrary (AISeL) 

Designing a Public Experimental Terminal for Citizen Engagement
Greif-Winzrieth, A.; Maedche, A.; Weinhardt, C.
2021. Proceedings of the 29th European Conference on Information Systems (ECIS 2021), June 14 - 16, 2021 - Marrackech, Morocco, Paper 1739 

The effects of electricity tariffs on cost-minimal hydrogen supply chains and their impact on electricity prices and redispatch costs
Scheidt, F. vom; Qu, J.; Staudt, P.; Mallapragada, D.; Weinhardt, C.
2021. Proceedings of the 54th Hawaii International Conference on System Sciences, University of Hawaii. doi:10.24251/HICSS.2021.401  

Human-AI Complementarity in Hybrid Intelligence Systems: A Structured Literature Review
Hemmer, P.; Schemmer, M.; Vössing, M.; Kühl, N.
2021. PACIS 2021 Proceedings 

The Benefits and Caveats of Personality-Adaptive Conversational Agents in Mental Health Care
Ahmad, R.; Siemon, D.; Gnewuch, U.; Robra-Bissantz, S.
2021. Proceedings of the 27th Americas Conference on Information Systems - Digital Innovation and Entrepreneurship, Virtual Conference, August 9-13, 2021 (AMCIS 2021), AIS eLibrary (AISeL) 

Opening Pandora’s Box? Guiding Organizations Through Selective Open Data Revealing [in press]
Enders, T.; Wolff, C.; Kienzle, L.
2021. Proceedings of 28th Pacific Asia Conference on Information Systems 

Detecting Daytime Bruxism Through Convenient and Wearable Around-the-Ear Electrodes
Knierim, M.; Schemmer, M.; Woehler, D.
2021. Advances in Usability, User Experience, Wearable and Assistive Technology – Proceedings of the AHFE 2021 Virtual Conferences on Usability and User Experience, Human Factors and Wearable Technologies, Human Factors in Virtual Environments and Game Design, and Human Factors and Assistive Technology, July 25-29, 2021, USA. Ed.: T. Ahram, 26–33, Springer. doi:10.1007/978-3-030-80091-8_4 

Predicting In-Field Flow Experiences Over Two Weeks From ECG Data: A Case Study
Knierim, M.; Pieper, V.; Schemmer, M.; Loewe, N.; Reali, P.
2021. Information Systems and Neuroscience: NeuroIS Retreat 2021. Ed.: F. D. Davis, 107–117, Springer. doi:10.1007/978-3-030-88900-5_11 

A Picture is Worth a Collaboration: Accumulating Design Knowledge for Computer-Vision-based Hybrid Intelligence Systems
Zschech, P.; Walk, J.; Heinrich, K.; Vössing, M.; Kühl, N.
2021. 29th European Conference on Information Systems (ECIS 2021), June 14 - 16, 2021 - Marrackech, Morocco  

Exploring the Recognition of Facial Activities Through Around-the-Ear Electrode Arrays (cEEGrids)
Knierim, M.; Schemmer, M.; Perusquía-Hernández, M.
2021. Information Systems and Neuroscience: NeuroIS Retreat 2021. Ed.: F. D. Davis, 47–55, Springer. doi:10.1007/978-3-030-88900-5_6 

Conceptualizing Digital Resilience for AI-Based Information Systems
Schemmer, M.; Heinz, D.; Baier, L.; Vössing, M.; Kühl, N.
2021. Proceedings of the 29th European Conference on Information Systems (ECIS), June 14 - 16, 2021  

A Study on Fairness and Trust Perceptions in Automated Decision Making
Schöffer, J.; Machowski, Y.; Kühl, N.
2021. Joint Proceedings of the ACM IUI 2021 Workshops, April 13–17, 2021, College Station, USA, 170005, RWTH Aachen  

A Ranking Approach to Fair Classification
Schöffer, J.; Kühl, N.; Valera, I.
2021. COMPASS ’21: Proceedings of the 4th ACM SIGCAS Conference on Computing and Sustainable Societies, June 28 - July 2, 2021, Virtual Event, Australia, 115–125, Association for Computing Machinery (ACM). doi:10.1145/3460112.3471950 

Using e-Participation for Mission Statement Development: Promises and Challenges
Fegert, J.; Stein, C.; Peukert, C.; Weinhardt, C.
2021. Proceedings of the 19th International Conference "e-Society", 2021. Ed.: P. Kommers, 233–241  

AI-based Resource Allocation: Reinforcement Learning for Adaptive Auto-scaling in Serverless Environments
Schuler, L.; Jamil, S.; Kühl, N.
2021. STEERS Workshop of the 21th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid 2021). doi:10.1109/CCGrid51090.2021.00098 

labelCloud: A Lightweight Domain-Independent Labeling Tool for 3D Object Detection in Point Clouds
Sager, C.; Zschech, P.; Kühl, N.
2021. CAD’21 Conference 

The Effect of Personality Traits and Gender Roles on Consumer Channel Choices
Hummel, D.; Vogel, T.; Maedche, A.
2021. Wirtschaftsinformatik 2021 Proceedings, AIS eLibrary (AISeL). doi:10.1007/978-3-030-86790-4_12 

Vehicle Scheduling and refueling of Hydrogen Buses with On-site Electrolysis
Golla, A.; Scheidt, F. vom; Röhrig, N.; Staudt, P.; Weinhardt, C.
2021. Informatik 2020 - Back to the future. Hrsg.: R. H. Reussner, 795–806, Gesellschaft für Informatik (GI). doi:10.18420/inf2020_70  

Direct Policy Search for Multiobjective Optimization of the Sizing and Operation of Citizen Energy Communities
Golla, A.; Meinke, R.-J.; Liu, M. V.; Staudt, P.; Anderson, C. L.; Weinhardt, C.
2021. 54th Hawaii International Conference on System Sciences (HICSS), 5th to 8th January 2021, Maui, Hawaii, 3263–3272, Hamilton Library  

Cody: An AI-Based System to Semi-Automate Coding for Qualitative Research
Rietz, T.; Maedche, A.
2021. Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI 2021) : Yokohama, Japan, 08.13.05.2021. Ed.: Y. Kitamura, Art.Nr. 394, Association for Computing Machinery (ACM). doi:10.1145/3411764.3445591  

Untangling the Open Data Value Paradox: How Organizations Benefit from Revealing Data
Enders, T.; Benz, C.; Satzger, G.
2021. Innovation Through Information Systems: Volume III: A Collection of Latest Research on Management Issues. Ed.: F. Ahlemann, 200–205, Springer. doi:10.1007/978-3-030-86800-0_15 

Towards Financial Risk Management for Intermittent Renewable Generation with Battery Storage
Henni, S.; Staudt, P.; Jaquart, P.; Weinhardt, C.
2021. Hawaii International Conference on System Sciences 2021, 3311–3320, Hamilton Library. doi:10.24251/HICSS.2021.402  

Opening the Black Box of Digital B2B Co-Creation Platforms: A Taxonomy
Abendroth, J.; Riefle, L.; Benz, C.
2021. Proceedings of the 16th International Conference on Wirtschaftsinformatik (WI) 

Co-Creating Value in B2B Platform Ecosystems – Towards a Deeper Understanding of the Emergence and Nature of Actor Engagement [in press]
Benz, C.; Riefle, L.; Schwarz, C.
2021. Proceedings of the 16th International Conference on Wirtschaftsinformatik (WI) 

User-specific Determinants of Conversational Agent Usage: A Review and Potential for Future Research
Riefle, L.; Benz, C.
2021. Innovation Through Information Systems: Volume II: A Collection of Latest Research on Technology Issues. Ed.: F. Ahlemann, 115–129, Springer. doi:10.1007/978-3-030-86797-3_8 

Organizing for Digital Innovation and Transformation: Bridging Between Organizational Resilience and Innovation Management
Heinz, D.; Hunke, F.; Breitschopf, G. F.
2021. Proceedings of the 16th International Conference on Wirtschaftsinformatik (WI)  

How to Design IIoT-Platforms your Partners are Eager to Join: Learnings from an Emerging Ecosystem
Guggenberger, T. M.; Hunke, F.; Möller, F.; Eimer, A.-C.; Satzger, G.; Otto, B.
2021. Innovation Through Information Systems: Volume III: A Collection of Latest Research on Management Issues. Ed.: F. Ahlemann, 489–504, Springer. doi:10.1007/978-3-030-86800-0_34 

The Relationship of Collaboration Technologies and Cognition and Affect
Benke, I.; Heinzl, A.; Maedche, A.
2021. Proceedings of the 54th Annual Hawaii International Conference on System Sciences, January 4-8, 2021. Ed.: T. X. Bui, 701–711, College of Education University of Hawai‘i at Manoa  

Investigating Modular Reuse as an Underlying Mechanism of Conceptualization during Service Design – the Case of Key Activity Orchestration
Hunke, F.; Thomsen, H.; Satzger, G.
2021. Proceedings of the 54th Hawaii International Conference on System Sciences (HICSS) 

Designing Chemical Emergency Response Systems Based on Open Data
Enders, T.; Kühl, N.; Walk, J.; Muff, M.
2021. Hawaii International Conference on Systems Sciences (HICSS-54), January 5-8, 2021 

Switching Scheme: A Novel Approach for Handling Incremental Concept Drift in Real-World Data Sets
Baier, L.; Kellner, V.; Kühl, N.; Satzger, G.
2021. Hawaii International Conference on Systems Sciences (HICSS-54), January 5-8, 2021 

Sequential Transfer Machine Learning in Networks: Measuring the Impact of Data and Neural Net Similarity on Transferability
Hirt, R.; Srivastava, A.; Berg, C.; Kühl, N.
2021. Hawaii International Conference on Systems Sciences (HICSS-54), January 5-8, 2021, 7078–7087, University of Hawai’i at Manoa. doi:10.24251/HICSS.2021.851  

An Uncertainty-based Human-in-the-loop System for Industrial Tool Wear Analysis
Treiss, A.; Walk, J.; Kühl, N.
2021. Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track: European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part V. Ed.: Y. Dong, 85–100, Springer. doi:10.1007/978-3-030-67670-4_6  

The Future of Information Systems in a Post-COVID World by TC8 (Information Systems)
Ramos, I.; Mackrell, D.; Merwe, A.; Pries-Heje, J.; Ralyté, J.; Stirna, J.; Krogstie, J.; Jones, M.; Mueller, B.; Adam, F.; Jaber, B.; Weippl, E.; Janssen, M.; Elbanna, A.; Lal, B.; Plebani, P.; Johnston, A. C.; Xu, L. D.
2021. Advancing research in information and communication technology : IFIP’s exciting first 60+ years, views from the technical committees and working groups. Ed.: M. Goedicke, 333–361, Springer 

BigDieMo – Ein methodischer Baukasten zur Gestaltung von datenbasierten Dienstleistungen
Hunke, F.; Seebacher, S.; Schymanietz, M.; Genennig, S.; Kühne, B.; Jonas, J.; Satzger, G.; Möslein, K.; Böhmann, T.
2021. Beverungen, Daniel Schumann, Jan Hendrik Stich, Volker Strina, Giuseppe, 265–298, Springer Berlin Heidelberg. doi:10.1007/978-3-662-63099-0_7 

Can Immersive Systems Help Address Sustainability Goals? Insights from Research in Information Systems
Pfeiffer, J.; Fegert, J.; Greif-Winzrieth, A.; Hoffmann, G.; Peukert, C.
2021. Market Engineering : Insights from Two Decades of Research on Markets and Information. Ed.: H. Gimpel, 135–150, Springer International Publishing. doi:10.1007/978-3-030-66661-3_8 

Artificial Intelligence for Healthcare Logistics: An Overview and Research Agenda
Reuter-Opperman, M.; Kühl, N.
2021. Artificial Intelligence and Data Mining in Healthcare. Ed.: M. Masmoudi, 1–22, Springer International Publishing 

The Economist Historical Advertisements - Objects Dataset
Ammann, N.; Knaeble, M.; Nadj, M.; Maedche, A.; Kluge, S.; Gehrmann, L.; Stahl, F.
2021. doi:10.7801/386 

The Economist Historical Advertisements - Faces Dataset
Ammann, N.; Knaeble, M.; Nadj, M.; Maedche, A.; Kluge, S.; Gehrmann, L.; Stahl, F.
2021. doi:10.7801/384 

The Economist Historical Advertisements - Industry Subset ’Banking’
Kluge, S.; Gehrmann, L.; Stahl, F.; Knaeble, M.; Nadj, M.; Maedche, A.
2021. doi:10.7801/383 

The Economist Historical Advertisements – Master Dataset
Kluge, S.; Gehrmann, L.; Stahl, F.; Knaeble, M.; Nadj, M.; Maedche, A.
2021. doi:10.7801/382 

Impact of electric vehicles: Will German households pay less for electricity?
Kühnbach, M.; Stute, J.; Gnann, T.; Wietschel, M.; Marwitz, S.; Klobasa, M.
2020. Energy Strategy Reviews, 32, 100568. doi:10.1016/j.esr.2020.100568  

Zum Gedenken an Prof. Dr. Gerhard Oskar Baader (1928–2020)
Kölch, M.; Fegert, J. M.; Levitan, N.; Fegert, J.
2020. Zeitschrift für Kinder- und Jugendpsychiatrie und Psychotherapie, 48 (5), 410–411. doi:10.1024/1422-4917/a000750 

Fridays For Future Meets Citizen Science. Resilience and Digital Protests in Times of Covid-19
Mucha, W.; Soßdorf, A.; Ferschinger, L.; Burgi, V.
2020. Voluntaris, 8 (2), 261–277. doi:10.5771/2196-3886-2020-2-261 

Systemic Risk and Measures of Risk Spill-Over in the Financial System – The Case of Poland
Kuziak, K.; Piontek, K.
2020. Archives of Data Science, Series A, 6 (2), P14, 16 S. online. doi:10.5445/KSP/1000098012/14  

OASIS 2019 Panel Report: A Glimpse at the “Post-Digital”
Parmiggiani, E.; Teracino, E. A.; Huysman, M.; Jones, M.; Mueller, B.; Mikalsen, M.
2020. Communications of the Association for Information Systems, 47 (1), 583–596. doi:10.17705/1CAIS.04727 

The Rocky Road to Digitalization Success
Mueller, B.; Lauterbach, J.
2020. European business review, 32, 93–96 

Corona beschleunigt Digitalisierung der Arbeit
Müller, B.; Lalive, R.; Lavanchy, M.
2020. Die Volkswirtschaft <St. Gallen>, 93 (6), 15–17 

Text Mining and Dimension Reduction Methods of Exploring Isomorphism in Corporate Communication
Nakayama, A.; Paliwoda Matiolańska, A.; Smolak-Lozano, E.
2020. Archives of Data Science, Series A (Online First), 7 (1), P09, 21 S. online. doi:10.5445/KSP/1000098012/09  

Statistical Analysis of Unauthorized-Access Log Data and Its Interpretation
Minami, H.
2020. Archives of Data Science, Series A, 6 (1), P13, 10 S. online. doi:10.5445/KSP/1000098011/13  

Decision Support for Road Safety: Development of Key Performance Indicators for Police Analysts
Meißner, K.; Rieck, J.
2020. Archives of Data Science, Series A, 6 (2), P12, 18 S. online. doi:10.5445/KSP/1000098012/12  

Versioning, Price Fairness and Purchase Decision – An Empirical Investigation
Werner, B.; Brusch, I.; Bürks-Arndt, L.
2020. Archives of Data Science, Series A (Online First), 6 (2), P05, 21 S. online. doi:10.5445/KSP/1000098012/05  

Algorithmic Trading Using Long Short-Term Memory Network and Portfolio Optimization
Lucato, R.; Jimenez, E.; Rocha, E. S.; Qi, Y.; Gavrilyuk, M.; Drumond, R. R.
2020. Archives of Data Science, Series A, 6 (2), P13, 17 S. online. doi:10.5445/KSP/1000098012/13  

Verhaltenswissenschaftliche Forschung zum organisationalen Einkaufsverhalten: Überblick über die Marketingliteratur
Bornemann, T.; Klarmann, M.; Moosbrugger, M.
2020. Schmalenbachs Zeitschrift für betriebswirtschaftliche Forschung, 72 (4), 447–478. doi:10.1007/s41471-020-00102-4  

UGA or TAM: Which Approach Explains Digital Voice Assistant Acceptance Better?
Ewers, K.; Baier, D.
2020. Archives of Data Science, Series A, 6 (2), P10, 19 S. online. doi:10.5445/KSP/1000098012/10  

Forecasting Sales of Durable Goods – Does Search Data Help?
Schultz, C. D.
2020. Archives of Data Science, Series A, 6 (2), P01, 16 S. online. doi:10.5445/KSP/1000098012/01  

Churn Analysis Using Deep Learning: Customer Classification from a Practical Point of View
Albrecht, T.; Baier, D.
2020. Archives of Data Science, Series A, 6 (2), P04, 24 S. online. doi:10.5445/KSP/1000098012/04