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) 14
- Machine Learning and Algorithms 7
-
- Innovative Human-Technology Interaction 14
- Co-authors
- Margaret Burnett (23 shared papers)Jaesik Choi (2 shared papers)Mark Stefik (1 shared paper)Tim Miller (1 shared paper)David Gunning (1 shared paper)Guang‐Zhong Yang (1 shared paper)Todd Kulesza (11 shared papers)Weng‐Keen Wong (16 shared papers)
- Journals
- Proceedings of the ACM on Human-Computer Interaction (5 papers)ACM Transactions on Interactive Intelligent Systems (2 papers)Aging & Mental Health (1 paper)Knowledge-Based Systems (1 paper)International Journal of Human-Computer Interaction (1 paper)
- Partner nations
- United KingdomUnited StatesJapan
In The Last Decade
Simone Stumpf
85 papers receiving 3.7k citations
Simone Stumpf's Hit Papers
Peers
Comparison fields: 5 of 172
- Health Informatics 409
- Human-Computer Interaction 443
- Safety Research 547
- Computer Science Applications 347
- Artificial Intelligence 1.8k
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 89 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | XAI—Explainable artificial intelligence Hit paper breakdown → | 2019 | 1145 |
| 2 | Principles of Explanatory Debugging to Personalize Interactive Machine Learning Hit paper breakdown → | 2015 | 308 |
| 3 | 2013 | 221 | |
| 4 | 2015 | 215 | |
| 5 | Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions Hit paper breakdown → | 2024 | 172 |
| 6 | 2016 | 163 | |
| 7 | 2012 | 151 | |
| 8 | 2009 | 121 | |
| 9 | 2007 | 93 | |
| 10 | 2002 | 85 | |
| 11 | 2019 | 69 | |
| 12 | 2010 | 64 | |
| 13 | 2016 | 60 | |
| 14 | 2009 | 58 | |
| 15 | 2011 | 55 | |
| 16 | 2016 | 54 | |
| 17 | 2020 | 52 | |
| 18 | 2014 | 46 | |
| 19 | 2017 | 38 | |
| 20 | 2018 | 37 |
About Simone Stumpf
Simone Stumpf is a scholar working on Artificial Intelligence, Human-Computer Interaction, Computer Vision and Pattern Recognition, Information Systems and Management and Safety Research, having authored 89 papers that have together received 3.9k indexed citations. Recurring topics across this work include Innovative Human-Technology Interaction (14 papers), Explainable Artificial Intelligence (XAI) (14 papers), Ethics and Social Impacts of AI (12 papers), Personal Information Management and User Behavior (10 papers), Mobile Crowdsensing and Crowdsourcing (8 papers), Spreadsheets and End-User Computing (8 papers), Technology Use by Older Adults (8 papers) and Machine Learning and Algorithms (7 papers). The work is most often cited by research in Health Informatics (409 citations), Human-Computer Interaction (443 citations), Safety Research (547 citations), Computer Science Applications (347 citations) and Artificial Intelligence (1.8k citations). Simone Stumpf has collaborated with scholars based in United Kingdom, United States and Japan. Frequent co-authors include Margaret Burnett, Jaesik Choi, Mark Stefik, Tim Miller, David Gunning, Guang‐Zhong Yang, 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, Aging & Mental Health, Knowledge-Based Systems and International Journal of Human-Computer Interaction.
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.