Designing AI-Based Graphical User Interface Prototyping Assistants. PhD dissertation
Kretzer, F.
2025, September 18. Karlsruher Institut für Technologie (KIT)

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

GUIDE: LLM-Driven GUI Generation Decomposition for Automated Prototyping
Kolthoff, K.; Kretzer, F.; Bartelt, C.; Maedche, A.; Ponzetto, S. P.
2025. 2025 IEEE/ACM 47th International Conference on Software Engineering: Companion Proceedings (ICSE-Companion), Ottawa, ON, Canada, 27 April 2025 - 03 May 2025, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSE-Companion66252.2025.00010

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

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

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)

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

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

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

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

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

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)

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

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)

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

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

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