Simone Stumpf
Impact in
- Health Informatics top 0.1%
- Artificial Intelligence in Healthcare and Education
- Human-Computer Interaction top 0.5%
- Innovative Human-Technology Interaction
Papers in
-
- Explainable Artificial Intelligence (XAI) 16
- Data Stream Mining Techniques 8
-
- Innovative Human-Technology Interaction 16
- Co-authors
- Margaret Burnett (25 shared papers)Jaesik Choi (2 shared papers)Mark Stefik (1 shared paper)David Gunning (1 shared paper)Guang‐Zhong Yang (1 shared paper)Tim Miller (1 shared paper)Todd Kulesza (12 shared papers)Weng‐Keen Wong (17 shared papers)
- Journals
- Proceedings of the ACM on Human-Computer Interaction (5 papers)ACM Transactions on Interactive Intelligent Systems (2 papers)Interacting with Computers (2 papers)IEEE Intelligent Systems (1 paper)International Journal of Human-Computer Studies (1 paper)
- Partner nations
- United KingdomUnited StatesGermany
In The Last Decade
Simone Stumpf
96 papers receiving 4.7k citations
Simone Stumpf's Hit Papers
Peers
Comparison fields: 5 of 178
- Health Informatics 488
- Human-Computer Interaction 530
- Safety Research 684
- Computer Science Applications 431
- Artificial Intelligence 2.3k
Countries citing papers authored by Simone Stumpf
This map shows the geographic impact of Simone Stumpf's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Simone Stumpf with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Simone Stumpf more than expected).
Fields of papers citing papers by Simone Stumpf
This network shows the impact of papers produced by Simone Stumpf. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Simone Stumpf. The network helps show where Simone Stumpf may publish in the future.
Co-authors
The 25 scholars most cited alongside Simone Stumpf, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 108 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | XAI—Explainable artificial intelligence Hit paper breakdown → | 2019 | 1358 |
| 2 | Principles of Explanatory Debugging to Personalize Interactive Machine Learning Hit paper breakdown → | 2015 | 367 |
| 3 | The Role of Explanations on Trust and Reliance in Clinical Decision Support Systems Hit paper breakdown → | 2015 | 257 |
| 4 | 2013 | 253 | |
| 5 | Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions Hit paper breakdown → | 2024 | 245 |
| 6 | 2018 | 197 | |
| 7 | 2016 | 196 | |
| 8 | 2012 | 177 | |
| 9 | 2009 | 138 | |
| 10 | 2007 | 103 | |
| 11 | 2002 | 93 | |
| 12 | 2019 | 90 | |
| 13 | 2010 | 72 | |
| 14 | 2016 | 65 | |
| 15 | 2009 | 64 | |
| 16 | 2020 | 63 | |
| 17 | 2013 | 63 | |
| 18 | 2016 | 62 | |
| 19 | 2011 | 60 | |
| 20 | 2017 | 50 |
About Simone Stumpf
Simone Stumpf is a scholar working on Artificial Intelligence, Human-Computer Interaction, Safety Research, Computer Vision and Pattern Recognition and Information Systems and Management, having authored 108 papers that have together received 5.0k indexed citations. Recurring topics across this work include Innovative Human-Technology Interaction (16 papers), Ethics and Social Impacts of AI (16 papers), Explainable Artificial Intelligence (XAI) (16 papers), Spreadsheets and End-User Computing (12 papers), Personal Information Management and User Behavior (11 papers), Mobile Crowdsensing and Crowdsourcing (9 papers), Data Stream Mining Techniques (8 papers) and Human-Automation Interaction and Safety (7 papers). The work is most often cited by research in Health Informatics (488 citations), Human-Computer Interaction (530 citations), Safety Research (684 citations), Computer Science Applications (431 citations) and Artificial Intelligence (2.3k citations). Simone Stumpf has collaborated with scholars based in United Kingdom, United States and Germany. Frequent co-authors include Margaret Burnett, Jaesik Choi, Mark Stefik, David Gunning, Guang‐Zhong Yang, Tim Miller, Todd Kulesza, Weng‐Keen Wong, Irwin Kwan and Adrian Bussone. Their work appears in journals such as Proceedings of the ACM on Human-Computer Interaction, ACM Transactions on Interactive Intelligent Systems, Interacting with Computers, IEEE Intelligent Systems and International Journal of Human-Computer Studies.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.