Human-in-the-Loop Design
We design methods and tools for human-centered interactive systems improving research and development processes and outcomes
Research Activities
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Publications
2023
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
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.; Vom Brocke, J.
2023. Design Science Research for a New Society: Society 5.0, Springer
Gau, M.; Mädche, A.; Vom 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)
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
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.; Mädche, A.
2023. ECIS 2023 Proceedings
Knaeble, M.; Nadj, M.; Germann, L.; Mädche, 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
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
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
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
2022
Digital Infrastructure Evolution: A Digital Trace Data Study
Drechsler, K.; Grisold, T.; Gau, M.; Seidel, S.
2022. ICIS 2022. Proceedings
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
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)
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
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
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)
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
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
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
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
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
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
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
Knaeble, M.; Nadj, M.; Maedche, A.; Loewe, N.
2022. CHI 2022 Workshop - REGROW: Reimagining Global Crowdsourcing for Better Human-AI Collaboration
2021
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)
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
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
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
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
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
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
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
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
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
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
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
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
Lücking, M.; Kretzer, F.; Kannengießer, N.; Beigl, M.; Sunyaev, A.; Stork, W.
2021. Electronics, 10 (6), 654. doi:10.3390/electronics10060654
2020
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
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.; Vom 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
Kamm, M.; Gau, M.; Schneider, J.; Vom 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
Nadj, M.; Knaeble, M.; Li, M. X.; Maedche, A.
2020. Künstliche Intelligenz, 34, 131–142. doi:10.1007/s13218-020-00634-1
2018
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
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
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
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
2017
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
Brocke, J. vom; Fettke, P.; Gau, M.; Houy, C.; Maedche, A.; Morana, S.; Seidel, S.
2017. SSRN, 1–13. doi:10.2139/ssrn.2972803
2014
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
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