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)

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

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

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

Human-Centered Crowd Feedback for Information Systems Development. PhD dissertation
Haug, S.
2024, February 1. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000167935

“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)

HILL: A Hallucination Identifier for Large Language Models
Leiser, F.; Eckhardt, S.; Leuthe, V.; Knaeble, M.; Maedche, A.; Schwabe, G.; Sunyaev, A.
2024. arxiv. doi:10.48550/arXiv.2403.06710

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

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

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

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)

"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

A Mimetic Theory of User Behaviors in Online Communities: A Computational Study of GitHub
Grisold, T.; Gau, M.; Yoo, Y.
2023, August 4. 83rd Annual Meeting of the Academy of Management (2023), Squantum, MA, USA, August 4–8, 2023

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

Open design science research systems: design principles and systems instantiations. PhD dissertation
Gau, M.
2023, May 19. Karlsruher Institut für Technologie (KIT)

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

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.
2023. Enterprise modelling and information systems architectures, 18 (4). doi:10.18417/emisa.18.4

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

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

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

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

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

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)

‘DNA’ of Virtual Organizing: Towards a New Construct to Theorize with Digital Trace Data
Grisold, T.; Yoo, Y.; Gau, M.
2022, August 9. 82nd Annual Meeting of the Academy of Management (2022), Seattle, WA, USA, August 5–9, 2022

Towards Space Mining: A Smart Space Management Solution to Minimize Indoor Spreading Risk of COVID-19
Otto, M.; Kipping, G.; Gau, M.; Grisold, T.; Brocke, J. vom
2022, June 3. 17th International Conference on Design Science Research in Information Systems and Technology (DESRIST 2022), St. Petersburg, FL, USA, June 1–3, 2022

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)

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

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

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

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

Towards Automatic Parsing of Structured Visual Content through the Use of Synthetic Data
Schölch, L.; Steinhauser, J.; Beichter, M.; Seibold, C.; Yang, K.; Knäble, M.; Schwarz, T.; Mädche, A.; Stiefelhagen, R.
2022. doi:10.5445/IR/1000146801

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

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)

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

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

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

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

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

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

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

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

Oracle or Teacher? A Systematic Overview of Research on Interactive Labeling for Machine Learning
Knaeble, M.; Nadj, M.; Maedche, A.
2020. 15. Internationale Tagung Wirtschaftsinformatik (WI 2020), Potsdam, 9 - 11 März 2020, 2–16, GITO Verlag. doi:10.30844/wi_2020_a1-knaeble

Smart Waste Collection Processes - A Case Study about Smart Device Implementation
Kamm, M.; Gau, M.; Schneider, J.; Brocke, J.
2020. Proceedings of the 53rd Hawaii International Conference on System Sciences, 6619–6628, Hawaii International Conference on System Sciences. doi:10.24251/HICSS.2020.810

Power to the Oracle? Design Principles for Interactive Labeling Systems in Machine Learning
Nadj, M.; Knaeble, M.; Li, M. X.; Maedche, A.
2020. Künstliche Intelligenz, 34, 131–142. doi:10.1007/s13218-020-00634-1

Design principles for sensemaking support systems in environmental sustainability transformations
Seidel, S.; Chandra Kruse, L.; Székely, N.; Gau, M.; Stieger, D.
2018. (K. Peffers, T. Tuunanen, B. Niehaves & K. Lyytinen, Eds.) European journal of information systems, 27 (2), 221–247. doi:10.1057/s41303-017-0039-0

Tool Support for Design Science Research—Towards a Software Ecosystem: A Report from a DESRIST 2017 Workshop
Morana, S.; Brocke, J. vom; Maedche, A.; Seidel, S.; Adam, M. T. P.; Bub, U.; Fettke, P.; Gau, M.; Herwix, A.; Mullarkey, M. T.; Nguyen, H. D.; Sjöström, J.; Toreini, P.; Wessel, L.; Winter, R.
2018. Communications of the Association for Information Systems, 43 (Article 17), 239–256. doi:10.17705/1CAIS.04317

Designing Uncertainty-Aware Dashboards for Software Development Projects
Knaeble, M.; Nadj, M.; Maedche, A.
2018. 13th International Conference on Design Science Research in Information Systems and Technology (DESRIST), Chennai, IND, June 3-6, 2018, 1–15

Tool-Support for Design Science Research: Design Principles and Instantiation
Brocke, J. vom; Fettke, P.; Gau, M.; Houy, C.; Maedche, A.; Morana, S.; Seidel, S.
2017. SSRN, 1–13. doi:10.2139/ssrn.2972803

Green e-community: Sensemaking in Environmental Sustainability Transformations
Seidel, S.; Chandra, L.; Reuter, N.; Stieger, D.; Gau, M.
2014. Advancing the Impact of Design Science: Moving from Theory to Practice. Ed.: M. C. Tremblay, 438–442, Springer International Publishing. doi:10.1007/978-3-319-06701-8_41