Professor Simone Stumpf

Professor of Responsible and Interactive Artificial Intelligence (School of Computing Science)

telephone: 01413304628
email: Simone.Stumpf@glasgow.ac.uk

Sir Alwynn Williams Building (SAWB) 220c, University of Glasgow, 18 Lilybank Gardens, Glasgow, G12 8QN

https://orcid.org/0000-0001-6482-1973

Biography

I am a Professor of Responsible and Interactive AI at University of Glasgow, UK. I have a long-standing research focus on user interactions with machine learning systems. My current research includes self-management systems for people living with long-term conditions, developing teachable object recognisers for people who are blind or low vision, and investigating AI fairness. My work has contributed to shaping the field of Explainable AI (XAI) through the Explanatory Debugging approach for interactive machine learning, providing design principles for enabling better human-computer interaction and investigating the effects of greater transparency. The prime aim of my work is to empower all users to use AI systems effectively.

Research interests

I am interested in the design and development of user interfaces that help end-users to interact with AI systems more successfully. Of particular interest to me is to help these users to better understand and to appropriately trust the system, and I have conducted research in Explainable AI to do that. An underpinning of my approach is to design AI systems ethically and responsibly, so that they are free from bias, unfairness or inaccuracies, and to help users to correct them if they are. A lot of my work has therefore been in interactive machine learning to allow users to directly interact with AI systems and teach them how to behave.

I also have an interest in applying AI to user-generated and personal data, especially in the context of heath and well-being. I have worked closely with people who are blind or have low vision, and people living with dementia and/or Parkinson's Disease.

I am a firm believer in including everyone in design and I champion co-design approaches in my research. I take an intersectional approach to my work but am particularly invested in making solutions usable and useful to people with physical and cognitive impairments, as well as people of all genders.

Publications

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Number of items: 90.

2025

Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Di Campli San Vito, Patrizia ORCID: https://orcid.org/0000-0002-2499-8464, Hyde-Vaamonde, Cari, Thuermer, Gefion, Simperl, Elena, Soufan, Ayah, Moshfeghi, Yashar, Fringi, Eva, Johnston, Penny and Kim, Yunhyong ORCID: https://orcid.org/0000-0001-5400-0389 (2025) Engineering Safe and Trustworthy AI: The Participatory Harm Auditing Workbenches and Methodologies (PHAWM) Project. In: 17th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2025), Trier, Germany, 23-27 June 2025, (Accepted for Publication)

Bhattacharya, Aditya, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, De Croon, Robin and Verbert, Katrien (2025) Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems. In: 2025 ACM Conference on Human Factors in Computing Systems (CHI '25), Yokohama, Japan, 26 April-1 May 2025, p. 1119. ISBN 9798400713941 (doi: 10.1145/3706598.3713497)

Luo, Lin ORCID: https://orcid.org/0000-0002-0310-3158, Nakao, Yuri, Chollet, Mathieu ORCID: https://orcid.org/0000-0001-9858-6844, Inakoshi, Hiroya and Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 (2025) EARN Fairness: Explaining, Asking, Reviewing, and Negotiating Artificial Intelligence Fairness Metrics Among Stakeholders. In: 28th ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW), Bergen, Norway, 18-22 Oct 2025, (Accepted for Publication)

2024

Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Taka, Evdoxia ORCID: https://orcid.org/0000-0001-7011-3367, Nakao, Yuri, Luo, Lin ORCID: https://orcid.org/0000-0002-0310-3158, Sonoda, Ryosuke and Yokota, Takuya (2024) The Need for User-centred Assessment of AI Fairness and Correctness. In: UMAP '24: 32nd ACM Conference on User Modeling, Adaptation and Personalization, Cagliari, Italy, 01-04 Jul 2024, pp. 523-527. ISBN 9798400704666 (doi: 10.1145/3631700.3664912)

Vincenzi, Beatrice, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Taylor, Alex S. and Nakao, Yuri (2024) Lay user involvement in developing human-centric responsible AI systems: When and how? ACM Journal on Responsible Computing, 1(2), 14. (doi: 10.1145/3652592)

Maiden, Neil, Hide, Sophie, Lockerbie, James, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Hoe, Juanita and Hirani, Shashi (2024) Evaluating an interactive tool that reasons about quality of life to support life planning by older people. Digital Health, 10, (doi: 10.1177/20552076241255633) (Early Online Publication)

Longo, L. et al. (2024) Explainable Artificial Intelligence (XAI) 2.0: a manifesto of open challenges and interdisciplinary research directions. Information Fusion, 106, 102301. (doi: 10.1016/j.inffus.2024.102301)

Bhattacharya, Aditya, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Gosak, Lucija, Stiglic, Gregor and Verbert, Katrien (2024) EXMOS: Explanatory Model Steering Through Multifaceted Explanations and Data Configurations. In: ACM Conference on Human Factors in Computing Systems, Honolulu, Hawaii, USA, 11-16 May 2024, ISBN 9798400703300 (doi: 10.1145/3613904.3642106)

Constantinides, M. et al. (2024) Implications of Regulations on the Use of AI and Generative AI for Human-Centered Responsible Artificial Intelligence. In: CHI '24: CHI Conference on Human Factors in Computing Systems, Honolulu, Hawai'i, USA, 11-16 May 2024, ISBN 9798400703317 (doi: 10.1145/3613905.3643979)

Nimmo, Robert, Constantinides, Marios, Zhou, Ke, Quercia, Daniele and Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 (2024) User Characteristics in Explainable AI: The Rabbit Hole of Personalization? In: ACM CHI Conference on Human Factors in Computing Systems (CHI 2024), Honolulu, Hawaiʻi, USA, 11-16 May 2024, ISBN 9798400703300 (Accepted for Publication)

2023

Alsakar, Noora, Abdrabou, Yasmeen, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 and Khamis, Mohamed ORCID: https://orcid.org/0000-0001-7051-5200 (2023) Investigating privacy perceptions and subjective acceptance of eye tracking on handheld mobile devices. Proceedings of the ACM on Human-Computer Interaction, 7(ETRA), 164. (doi: 10.1145/3591133)

Rathbone, Amy, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Claisse, Caroline, Sillence, Elizabeth, Coventry, Lynne, Brown, Richard D. and Durrant, Abigail C. (2023) People with long-term conditions sharing personal health data via digital health technologies: a scoping review to inform design. PLoS Digital Health, 2(5), e0000264. (doi: 10.1371/journal.pdig.0000264) (PMID:37224154)

2022

Kumar, N. et al. (2022) A chronology of SIGCHI conferences. Interactions, 29(6), pp. 34-41. (doi: 10.1145/3568732)

Nakao, Yuri, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Ahmed, Subeida, Naseer, Aisha and Strappelli, Lorenzo (2022) Towards involving end-users in interactive human-in-the-loop AI fairness. ACM Transactions on Intelligent Interactive Systems, 12(3), 18. (doi: 10.1145/3514258)

Nakao, Yuri, Strappelli, Lorenzo, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Naseer, Aisha, Regoli, Daniele and Del Gamba, Giulia (2022) Towards responsible AI: a design space exploration of human-centered artificial intelligence user interfaces to investigate fairness. International Journal of Human–Computer Interaction, 39(9), pp. 1762-1788. (doi: 10.1080/10447318.2022.2067936)

Claisse, Caroline, Kasadha, Bakita, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 and Durrant, Abigail C. (2022) Investigating Daily Practices of Self-care to Inform the Design of Supportive Health Technologies for Living and Ageing Well with HIV. In: CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 Apr - 05 May 2022, p. 524. ISBN 9781450391573 (doi: 10.1145/3491102.3501970)

Bansal, Gagan, Smith-Renner, Alison Marie, Buçinca, Zana, Wu, Tongshuang, Holstein, Kenneth, Hullman, Jessica and Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 (2022) Workshop on Trust and Reliance in AI-Human Teams (TRAIT). In: CHI EA '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 Apr - 05 May 2022, p. 116. ISBN 9781450391566 (doi: 10.1145/3491101.3503704)

2021

Theodorou, Lida, Massiceti, Daniela, Zintgraf, Luisa, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Morrison, Cecily, Cutrell, Edward, Harris, Matthew Tobias and Hofmann, Katja (2021) Disability-first Dataset Creation: Lessons from Constructing a Dataset for Teachable Object Recognition with Blind and Low Vision Data Collectors. In: 23rd International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '21), 18-22 Oct 2021, p. 27. ISBN 9781450383066 (doi: 10.1145/3441852.3471225)

O'Sullivan, Dympna, Basaru, Rilwan, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 and Maiden, Neil (2021) Monitoring Quality of Life Indicators at Home from Sparse, and Low-Cost Sensor Data. In: Tucker, Allan, Henriques Abreu, Pedro, Cardoso, Jaime, Pereira Rodrigues, Pedro and Riaño, David (eds.) Artificial Intelligence in Medicine: 19th International Conference on Artificial Intelligence in Medicine, AIME 2021, Virtual Event, June 15–18, 2021, Proceedings. Series: Lecture notes in computer science (12721). Springer: Cham, pp. 157-162. ISBN 9783030772109 (doi: 10.1007/978-3-030-77211-6_17)

Smith-Renner, Alison Marie, Kleanthous Loizou, Styliani, Dodge, Jonathan, Dugan, Casey, Lee, Min Kyung, Lim, Brian Y., Kuflik, Tsvi, Sarkar, Advait, Shulner-Tal, Avital and Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 (2021) TExSS: Transparency and Explanations in Smart Systems. In: 26th International Conference on Intelligent User Interfaces (IUI '21), 14-17 Apr 2021, pp. 24-25. ISBN 9781450380188 (doi: 10.1145/3397482.3450705)

Sredojev, Stephanie Mariko and Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 (2021) Voice Assistant Personalities for Health Information Seeking. In: ACM IUI 2021 Workshops, 13-17 Apr 2021,

Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Strappelli, Lorenzo, Ahmed, Subeida, Nakao, Yuri, Naseer, Aisha, Gamba, Giulia Del and Regoli, Daniele (2021) Design Methods for Artificial Intelligence Fairness and Transparency. In: ACM IUI 2021 Workshops, 13-17 Apr 2021,

2020

Bussone, Adrian, Kasadha, Bakita, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Durrant, Abigail C., Tariq, Shema, Gibbs, Jo, Lloyd, Karen C. and Bird, Jon (2020) Trust, identity, privacy, and security considerations for designing a peer data sharing platform between people living with HIV. Proceedings of the ACM on Human-Computer Interaction, 4(CSCW2), 173. (doi: 10.1145/3415244)

Ahmed, Subeida, Balasubramanian, Harshadha, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Morrison, Cecily, Sellen, Abigail and Grayson, Martin (2020) Investigating the Intelligibility of a Computer Vision System for Blind Users. In: 25th International Conference on Intelligent User Interfaces Companion, Cagliari, Italy, 17-20 Mar 2020, pp. 419-429. ISBN 9781450371186 (doi: 10.1145/3377325.3377508)

Smith-Renner, Alison, Kleanthous, Styliani, Lim, Brian, Kuflik, Tsvi, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Otterbacher, Jahna, Sarkar, Advait, Dugan, Casey and Shulner, Avital (2020) EXSS-ATEC: Explainable Smart Systems and Algorithmic Transparency in Emerging Technologies 2020. In: Workshop on Explainable Smart Systems for Algorithmic Transparency in Emerging Technologies, 17 Mar 2020,

Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Peters, Anicia, Bardzell, Shaowen, Burnett, Margaret, Busse, Daniela, Cauchard, Jessica and Churchill, Elizabeth (2020) Gender-inclusive HCI research and design: a conceptual review. Foundations and Trends in Human-Computer Interaction, 13(1), pp. 1-69. (doi: 10.1561/1100000056)

2019

Gunning, David, Stefik, Mark, Choi, Jaesik, Miller, Timothy, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 and Yang, Guang-Zhong (2019) XAI-explainable artificial intelligence. Science Robotics, 4(37), eaay7120. (doi: 10.1126/scirobotics.aay7120) (PMID:33137719)

Mendez, Christopher, Letaw, Lara, Burnett, Margaret, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Sarma, Anita and Hilderbrand, Claudia (2019) From GenderMag to InclusiveMag: an Inclusive Design Meta-Method. In: 2019 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), Memphis, TN, USA, 14-18 Oct 2019, pp. 97-106. ISBN 9781728108100 (doi: 10.1109/VLHCC.2019.8818889)

Bussone, Adrian, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 and Wilson, Stephanie (2019) Designing for Reflection on Shared HIV Health Information. In: 13th Biannual Conference of the Italian SIGCHI Chapter (CHItaly '19), Padova, Italy, 23-25 Sep 2019, p. 3. ISBN 9781450371902 (doi: 10.1145/3351995.3352036)

Booth, Tracey, Bird, Jon, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 and Jones, Sara (2019) Designing troubleshooting support cards for novice end-user developers of physical computing prototypes. In: Maliza, Alessio, Valtolina, Stegano, Morch, Anders, Serrano, Alan and Stratton, Andrew (eds.) End-User Development: 7th International Symposium, IS-EUD 2019, Hatfield, UK, July 10–12, 2019, Proceedings. Series: Lecture notes in computer science (11553). Springer: Cham, pp. 191-199. ISBN 9783030247805 (doi: 10.1007/978-3-030-24781-2_15)

Neate, Timothy, Bourazeri, Aikaterini, Roper, Abi, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 and Wilson, Stephanie (2019) Co-Created Personas: Engaging and Empowering Users with Diverse Needs Within the Design Process. In: 2019 CHI Conference on Human Factors in Computing Systems (CHI '19), Glasgow, UK, 04-09 May 2019, p. 650. ISBN 9781450359702 (doi: 10.1145/3290605.3300880)

Tewell, Jordan, O'Sullivan, Dympna, Maiden, Neil, Lockerbie, James and Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 (2019) Monitoring meaningful activities using small low-cost devices in a smart home. Personal and Ubiquitous Computing, 23(2), pp. 339-357. (doi: 10.1007/s00779-019-01223-2)

Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 (2019) Horses for Courses: Making the Case for Persuasive Engagement in Smart Systems. In: ACM IUI 2019 Workshops, Los Angeles, CA, USA, 20 Mar 2019,

Lim, Brian, Sarkar, Advait, Smith-Renner, Alison and Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 (2019) ExSS: Explainable Smart Systems 2019. In: 24th International Conference on Intelligent User Interfaces (IUI '19), Marina del Ray, CA, USA, 16-20 Mar 2019, pp. 125-126. ISBN 9781450366731 (doi: 10.1145/3308557.3313112)

2018

Bourazeri, Aikaterini and Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 (2018) Co-Designing Smart Home Technology with People with Dementia or Parkinson's Disease. In: 10th Nordic Conference on Human-Computer Interaction (NordiCHI '18), Oslo, Norway, 29 Sep - 03 Oct 2018, pp. 609-621. ISBN 9781450364379 (doi: 10.1145/3240167.3240197)

Goebel, Randy, Chander, Ajay, Holzinger, Katharina, Lecue, Freddy, Akata, Zeynep, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Kieseberg, Peter and Holzinger, Andreas (2018) Explainable AI: the new 42? In: Holzinger, Andreas, Kieseberg, Peter, Tjoa, A. Min and Weippl, Edgar (eds.) Machine Learning and Knowledge Extraction: Second IFIP TC 5, TC 8/WG 8.4, 8.9, TC 12/WG 12.9 International Cross-Domain Conference, CD-MAKE 2018, Hamburg, Germany, August 27–30, 2018, Proceedings. Series: Lecture notes in computer science (11015). Springer: Cham, pp. 295-303. ISBN 9783319997391 (doi: 10.1007/978-3-319-99740-7_21)

Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 and Nichols, Jeffrey (2018) Welcome letter. Proceedings of the ACM on Human-Computer Interaction, 2(EICS), 1. (doi: 10.1145/3179426)

Pietriga, E. et al. (2018) Foreword. In: ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS '18), Paris, France, 19-22 Jun 2018, ISBN 9781450358972

Lim, Brian, Smith, Alison and Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 (2018) ExSS 2018: Workshop on Explainable Smart Systems. In: ACM IUI 2018 Workshops, Tokyo, Japan, 11 Mar 2018,

Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Skrebe, Simonas, Aymer, Graeme and Hobson, Julie (2018) Explaining Smart Heating Systems to Discourage Fiddling with Optimized Behavior. In: ACM IUI 2018 Workshops, Tokyo, Japan, 11 Mar 2018,

2017

Bussone, Adrian, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 and Wilson, Stephanie (2017) The use of online forums by people living with HIV for help in understanding personal health information. International Journal of Medical Informatics, 108, pp. 64-70. (doi: 10.1016/j.ijmedinf.2017.10.001) (PMID:29132633)

Göker, Ayşe, Butterworth, Richard, MacFarlane, Andy and Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 (2017) Presenting and Visualizing Image Results for Professional Image Searchers: a Field Evaluation. In: 31st International BCS Human Computer Interaction Conference (HCI 2017), Sunderland, UK, 03-06 Jul 2017, (doi: 10.14236/ewic/HCI2017.6)

Göker, Ayşe, Butterworth, Richard, MacFarlane, Andy and Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 (2017) Presenting and Visualizing Results on an Image Retrieval User Interface. In: 31st International BCS Human Computer Interaction Conference (HCI 2017), Sunderland, UK, 03-06 Jul 2017, (doi: 10.14236/ewic/HCI2017.5)

Skrebe, Simonas and Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 (2017) An Exploratory Study to Design Constrained Engagement in Smart Heating Systems. In: 31st International BCS Human Computer Interaction Conference (HCI 2017), Sunderland, UK, 03-06 Jul 2017, (doi: 10.14236/ewic/HCI2017.47)

Barbosa, Simone, Markopoulos, Panos, Paternò, Fabio, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 and Valtolina, Stefano (2017) Preface. In: Barbosa, Simone, Markopoulos, Panos, Paternò, Fabio, Stumpf, Simone and Valtolina, Stefano (eds.) End-User Development: 6th International Symposium, IS-EUD 2017, Eindhoven, The Netherlands, June 13-15, 2017, Proceedings. Series: Lecture notes in computer science (10303). Springer: Cham, V-VI. ISBN 9783319587349

2016

Burnett, Margaret, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Macbeth, Jamie, Makri, Stephann, Beckwith, Laura, Kwan, Irwin, Peters, Anicia and Jernigan, William (2016) GenderMag: a method for evaluating software's gender inclusiveness. Interacting with Computers, 28(6), pp. 760-787. (doi: 10.1093/iwc/iwv046)

Bussone, Adrian, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 and Buchanan, George (2016) "It Feels Like I'm Managing Myself": HIV+ People Tracking Their Personal Health Information. In: 9th Nordic Conference on Human-Computer Interaction (NordiCHI '16), Gothenburg, Sweden, 23-27 Oct 2016, p. 55. ISBN 9781450347631 (doi: 10.1145/2971485.2971542)

Ginon, Blandine, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 and Jean-Daubias, Stéphanie (2016) Towards the Right Assistance at the Right Time for Using Complex Interfaces. In: International Working Conference on Advanced Visual Interfaces (AVI '16), Bari, Italy, 07-10 Jun 2016, pp. 240-243. ISBN 9781450341318 (doi: 10.1145/2909132.2909275)

Booth, Tracey, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Bird, Jon and Jones, Sara (2016) Crossed Wires: Investigating the Problems of End-User Developers in a Physical Computing Task. In: 2016 CHI Conference on Human Factors in Computing Systems (CHI '16), San Jose, CA, USA, 07-12 May 2016, pp. 3485-3497. ISBN 9781450333627 (doi: 10.1145/2858036.2858533)

Holliday, Daniel, Wilson, Stephanie and Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 (2016) User Trust in Intelligent Systems: a Journey Over Time. In: 21st International Conference on Intelligent User Interfaces (IUI '16), Sonoma, CA, USA, 07-10 Mar 2016, pp. 164-168. ISBN 9781450341370 (doi: 10.1145/2856767.2856811)

Göker, Ayse, Butterworth, Richard, MacFarlane, Andrew, Ahmed, Tanya S. and Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 (2016) Expeditions through image jungles: the commercial use of image libraries in an online environment. Journal of Documentation, 72(1), pp. 5-23. (doi: 10.1108/JD-01-2014-0019)

2015

Bussone, Adrian, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 and O'Sullivan, Dympna (2015) The Role of Explanations on Trust and Reliance in Clinical Decision Support Systems. In: 2015 International Conference on Healthcare Informatics, Dallas, TX, USA, 21-23 Oct 2015, pp. 160-169. ISBN 9781467395489 (doi: 10.1109/ICHI.2015.26)

Kulesza, Todd, Burnett, Margaret, Wong, Weng-Keen and Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 (2015) Principles of Explanatory Debugging to Personalize Interactive Machine Learning. In: 20th International Conference on Intelligent User Interfaces (IUI '15), Atlanta, GA, USA, 29 Mar - 01 Apr 2015, pp. 126-137. ISBN 9781450333061 (doi: 10.1145/2678025.2701399)

2014

Sherwani, Dara and Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 (2014) Toward Helping Users in Assessing the Trustworthiness of User-Generated Reviews. In: 28th International BCS Human Computer Interaction Conference on HCI 2014 (BCS-HCI '14), Southport, UK, 09-12 Sep 2014, pp. 120-129. (doi: 10.14236/ewic/HCI2014.16)

Groce, A. et al. (2014) You are the only possible oracle: effective test selection for end users of interactive machine learning systems. IEEE Transactions on Software Engineering, 40(3), pp. 307-323. (doi: 10.1109/TSE.2013.59)

2013

Das, Shubhomoy, Moore, Travis, Wong, Weng-Keen, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Oberst, Ian, McIntosh, Kevin and Burnett, Margaret (2013) End-user feature labeling: supervised and semi-supervised approaches based on locally-weighted logistic regression. Artificial Intelligence, 204, pp. 56-74. (doi: 10.1016/j.artint.2013.08.003)

Kulesza, Todd, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Burnett, Margaret, Yang, Sherry, Kwan, Irwin and Wong, Weng-Keen (2013) Too Much, Too Little, or Just Right? Ways Explanations Impact End Users' Mental Models. In: 2013 IEEE Symposium on Visual Languages and Human Centric Computing, San Jose, CA, USA, 15-19 Sep 2013, pp. 3-10. ISBN 9781479903696 (doi: 10.1109/VLHCC.2013.6645235)

Booth, Tracey and Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 (2013) End-user experiences of visual and textual programming environments for Arduino. In: Dittrich, Yvonne, Burnett, Margaret, Mørch, Anders and Redmiles, David (eds.) End-User Development: 4th International Symposium, IS-EUD 2013, Copenhagen, Denmark, June 10-13, 2013. Proceedings. Series: Lecture notes in computer science (7897). Springer: Berlin, Heidelberg, pp. 25-39. ISBN 9783642387050 (doi: 10.1007/978-3-642-38706-7_4)

Holliday, Daniel, Wilson, Stephanie and Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 (2013) The Effect of Explanations on Perceived Control and Behaviors in Intelligent Systems. In: CHI '13 Extended Abstracts on Human Factors in Computing Systems, Paris, France, 27 Apr 2013, pp. 181-186. ISBN 9781450319522 (doi: 10.1145/2468356.2468389)

2012

Kulesza, Todd, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Burnett, Margaret and Kwan, Irwin (2012) Tell Me More?: The Effects of Mental Model Soundness on Personalizing an Intelligent Agent. In: SIGCHI Conference on Human Factors in Computing Systems (CHI '12), Austin, TX, USA, 05-10 May 2012, pp. 1-10. ISBN 9781450310154 (doi: 10.1145/2207676.2207678)

Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Burnett, Margaret, Pipek, Volkmar and Wong, Weng-Keen (2012) End-user Interactions with Intelligent and Autonomous Systems. In: CHI '12 Annual SIGCHI Conference on Human Factors in Computing Systems, Austin, Texas, 5-10 May, 2012, pp. 2755-2758. ISBN 9781450310161 (doi: 10.1145/2212776.2212713)

Curran, William, Moore, Travis, Kulesza, Todd, Wong, Weng-Keen, Todorovic, Sinisa, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, White, Rachel and Burnett, Margaret (2012) Towards Recognizing "Cool": Can End Users Help Computer Vision Recognize Subjective Attributes of Objects in Images? In: 2012 ACM International Conference on Intelligent User Interfaces (IUI '12), Lisbon, Portugal, 14-17 Feb 2012, pp. 285-288. ISBN 9781450310482 (doi: 10.1145/2166966.2167019)

Markova, Milena S., Wilson, Stephanie and Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 (2012) Tangible user interfaces for learning. International Journal of Technology Enhanced Learning, 4(3-4), pp. 139-155. (doi: 10.1504/IJTEL.2012.051578)

2011

Kulesza, Todd, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Wong, Weng-Keen, Burnett, Margaret M., Perona, Stephen, Ko, Amy J. and Oberst, Ian (2011) Why-oriented end-user debugging of naive Bayes text classification. ACM Transactions on Interactive Intelligent Systems, 1(1), 2. (doi: 10.1145/2030365.2030367)

Loumakis, Faidon, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 and Grayson, David (2011) This Image Smells Good: Effects of Image Information Scent in Search Engine Results Pages. In: 20th ACM International Conference on Information and Knowledge Management, Glasgow, UK, 24-28 Oct 2011, pp. 475-483. ISBN 9781450307178 (doi: 10.1145/2063576.2063649)

Shinsel, Amber, Kulesza, Todd, Burnett, Margaret, Curran, William, Groce, Alex, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 and Wong, Weng-Keen (2011) Mini-crowdsourcing End-user Assessment of Intelligent Assistants: a Cost-benefit Study. In: 2011 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), Pittsburgh, PA, USA, 18-22 Sep 2011, pp. 47-54. ISBN 9781457712470 (doi: 10.1109/VLHCC.2011.6070377)

Wong, Weng-Keen, Oberst, Ian, Das, Shubhomoy, Moore, Travis, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, McIntosh, Kevin and Burnett, Margaret (2011) End-User Feature Labeling via Locally Weighted Logistic Regression. In: Twenty-Fifth AAAI Conference on Artificial Intelligence, San Francisco, CA, USA, 07-11 Aug 2011, pp. 1575-1578. ISBN 9781577355076

Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 and Muscroft, Sam (2011) When Users Generate Music Playlists: When Words Leave Off, Music Begins? In: 2011 IEEE International Conference on Multimedia and Expo, Barcelona, Spain, 11-15 Jul 2011, ISBN 9781612843506 (doi: 10.1109/ICME.2011.6012152)

Kulesza, Todd, Burnett, Margaret, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Wong, Weng-Keen, Das, Shubhomoy, Groce, Alex, Shinsel, Amber, Bice, Forrest and McIntosh, Kevin (2011) Where are my intelligent assistant's mistakes? A systematic testing approach. In: Costabile, Maria Francesca, Dittrich, Yvonne, Fischer, Gerhard and Piccinno, Antonio (eds.) End-User Development: Third International Symposium, IS-EUD 2011, Torre Canne (BR), Italy, June 7-10, 2011. Proceedings. Series: Lecture notes in computer science (6654). Springer: Berlin, Heidelberg, pp. 171-186. ISBN 9783642215292 (doi: 10.1007/978-3-642-21530-8_14)

Scaffidi, Christopher, Burnett, Margaret, Costabile, Maria Francesca, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 and Wulf, Volker (2011) European-American collaboration workshop. In: Costabile, Maria Francesca, Dittrich, Yvonne, Fischer, Gerhard and Piccinno, Antonio (eds.) End-User Development: Third International Symposium, IS-EUD 2011, Torre Canne (BR), Italy, June 7-10, 2011. Proceedings. Series: Lecture notes in computer science (6654). Springer: Berlin, Heidelberg, pp. 409-412. ISBN 9783642215292 (doi: 10.1007/978-3-642-21530-8_52)

Wong, Weng-Keen, Oberst, Ian, Das, Shubhomoy, Moore, Travis, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, McIntosh, Kevin and Burnett, Margaret (2011) End-user Feature Labeling: a Locally-weighted Regression Approach. In: 16th International Conference on Intelligent User Interfaces (IUI '11), Palo Alto, CA, USA, 13-16 Feb 2011, pp. 115-124. ISBN 9781450304191 (doi: 10.1145/1943403.1943423)

2010

Kulesza, Todd, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Burnett, Margaret, Wong, Weng-Keen, Riche, Yann, Moore, Travis, Oberst, Ian, Shinsel, Amber and McIntosh, Kevin (2010) Explanatory Debugging: Supporting End-User Debugging of Machine-Learned Programs. In: 2010 IEEE Symposium on Visual Languages and Human-Centric Computing, Leganes, Spain, 21-25 Sep 2010, pp. 41-48. ISBN 9781424484850 (doi: 10.1109/VLHCC.2010.15)

Metoyer, Ronald, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Neumann, Christoph, Dodge, Jonathan, Cao, Jill and Schnabel, Aaron (2010) Explaining how to play real-time strategy games. Knowledge-Based Systems, 23(4), pp. 295-301. (doi: 10.1016/j.knosys.2009.11.006)

2009

Metoyer, Ronald, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Neumann, Christoph, Dodge, Jonathan, Cao, Jill and Schnabel, Aaron (2009) Explaining how to play real-time strategy games. In: Bramer, Max, Ellis, Richard and Petridis, Miltos (eds.) Research and Development in Intelligent Systems XXVI: Incorporating Applications and Innovations in Intelligent Systems XVII. Springer: London, pp. 249-262. ISBN 9781848829824 (doi: 10.1007/978-1-84882-983-1_18)

Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, Rajaram, Vidya, Li, Lida, Wong, Weng-Keen, Burnett, Margaret, Dietterich, Thomas, Sullivan, Erin and Herlocker, Jonathan (2009) Interacting meaningfully with machine learning systems: three experiments. International Journal of Human-Computer Studies, 67(8), pp. 639-662. (doi: 10.1016/j.ijhcs.2009.03.004)

Kulesza, T., Wong, W. -K., Stumpf, S. ORCID: https://orcid.org/0000-0001-6482-1973, Perona, S., White, R., Burnett, M. M., Oberst, I. and Ko, A. J. (2009) Fixing the Program My Computer Learned: Barriers for End Users, Challenges for the Machine. In: 14th International Conference on Intelligent User Interfaces (IUI '09), Sanibel Island, FL, USA, 08-11 Feb 2009, pp. 187-196. ISBN 9781605581682 (doi: 10.1145/1502650.1502678)

Shen, J., Irvine, J., Bao, X., Goodman, M., Kolibaba, S., Tran, A., Carl, F., Kirschner, B., Stumpf, S. ORCID: https://orcid.org/0000-0001-6482-1973 and Dietterich, T.G. (2009) Detecting and Correcting User Activity Switches: Algorithms and Interfaces. In: 14th International Conference on Intelligent User Interfaces (IUI '09), Sanibel Island, FL, USA, 08-11 Feb 2009, pp. 117-125. ISBN 9781605581682 (doi: 10.1145/1502650.1502670)

2008

Stumpf, S. ORCID: https://orcid.org/0000-0001-6482-1973, Sullivan, E., Fitzhenry, E., Oberst, I., Wong, W. -K. and Burnett, M. (2008) Integrating Rich User Feedback Into Intelligent User Interfaces. In: 13th International Conference on Intelligent User Interfaces (IUI '08), Gran Canaria, Spain, 13-16 Jan 2008, pp. 50-59. ISBN 9781595939876 (doi: 10.1145/1378773.1378781)

2007

Stumpf, S. ORCID: https://orcid.org/0000-0001-6482-1973, Rajaram, V., Li, L., Burnett, M., Dietterich, T., Sullivan, E., Drummond, R. and Herlocker, J. (2007) Toward Harnessing User Feedback for Machine Learning. In: 12th International Conference on Intelligent User Interfaces (IUI '07), Honolulu, HI, USA, 28-31 Jan 2007, pp. 82-91. ISBN 1595934812 (doi: 10.1145/1216295.1216316)

Neumann, C., Schnabel, A., Dodge, J., Metoyer, R. A. and Stumpf, S. ORCID: https://orcid.org/0000-0001-6482-1973 (2007) How Experts Explain Strategic Behavior During Real-Time Strategy Games. In: 2007 AAAI Workshop, 23 Jul 2007, pp. 32-33.

Stumpf, S. ORCID: https://orcid.org/0000-0001-6482-1973, Burnett, M. and Dietterich, T. (2007) Improving Intelligent Assistants for Desktop Activities. In: 2007 AAAI Spring Symposium, Palo Alto, CA, USA, 26-28 Mar 2007, pp. 119-121.

2006

Stumpf, S. ORCID: https://orcid.org/0000-0001-6482-1973 and Koenderink, N. (2006) Workshop Introduction and Organizers. In: 7th International Workshop on Theory and Applications of Knowledge Management, Krakow, Poland, 04-08 Sep 2006, pp. 139-140. ISBN 0769526411 (doi: 10.1109/DEXA.2006.93)

Kissinger, C., Burnett, M., Stumpf, S. ORCID: https://orcid.org/0000-0001-6482-1973, Subrahmaniyan, N., Beckwith, L., Yang, S. and Rosson, M.B. (2006) Supporting End-User Debugging: What Do Users Want to Know? In: The International Conference on Advanced Visual Interfaces (AVI '06), Venezia, Italy, 23-26 May 2006, pp. 135-142. ISBN 1595933530 (doi: 10.1145/1133265.1133293)

Lettkeman, A.T., Stumpf, S. ORCID: https://orcid.org/0000-0001-6482-1973, Irvine, J. and Herlocker, J. (2006) Predicting Task-Specific Webpages for Revisiting. In: 21st National Conference on Artificial Intelligence and 18th Innovative Applications of Artificial Intelligence Conference (AAAI-06/IAAI-06), Boston, MA, USA, 16-20 Jul 2006, pp. 1369-1374.

2005

Stumpf, S. ORCID: https://orcid.org/0000-0001-6482-1973, Bao, X., Dragunov, A., Dietterich, T. G., Herlocker, J., Johnsrude, K., Li, L. and Shen, J. (2005) The TaskTracer System. In: 20th National Conference on Artificial Intelligence (AAAI'05), Pittsburgh, PA, US, 09-13 Jul 2005, pp. 1712-1713. ISBN 157735236x

Stumpf, S. ORCID: https://orcid.org/0000-0001-6482-1973, Bao, X., Dragunov, A., Dietterich, T. G., Herlocker, J., Johnsrude, K., Li, L. and Shen, J. (2005) Predicting User Tasks: I Know What You're Doing! In: 20th National Conference on Artificial Intelligence - AAAI-05 Workshop, Pittsburgh, PA, US, 09-13 Jul 2005, pp. 14-19. ISBN 9781577352402

2004

Stumpf, S. ORCID: https://orcid.org/0000-0001-6482-1973 and McDonnell, J. (2004) Sharing Metadata - Problems and Potential Solutions. In: 15th International Workshop on Database and Expert Systems Applications (DEXA ’04), Zaragoza, Spain, 03-03 Sep 2004, pp. 444-448. ISBN 0769521959 (doi: 10.1109/DEXA.2004.1333514)

Stumpf, S. ORCID: https://orcid.org/0000-0001-6482-1973 and McDonnell, J. (2004) An investigation into sharing metadata: "I'm not thinking what you are thinking". Journal of Universal Computer Science, 10(6), pp. 740-748.

2003

Stumpf, S. ORCID: https://orcid.org/0000-0001-6482-1973 and McDonnell, J. (2003) Using Repertory Grids to Test Data Quality and Experts' Hunches. In: 14th International Workshop on Database and Expert Systems Applications (DEXA ’03), Prague, Czech Republic, 01-05 Sep 2003, ISBN 0769519938 (doi: 10.1109/DEXA.2003.1232120)

2002

Stumpf, S.C. ORCID: https://orcid.org/0000-0001-6482-1973 and McDonnell, J.T. (2002) Talking about team framing: Using argumentation to analyse and support experiential learning in early design episodes. Design Studies, 23(1), pp. 5-23. (doi: 10.1016/S0142-694X(01)00020-5)

This list was generated on Sat Jun 14 09:18:17 2025 BST.

Jump to: Articles | Book Sections | Conference Proceedings

Number of items: 90.

Articles

Kumar, N. et al. (2022) A chronology of SIGCHI conferences. Interactions, 29(6), pp. 34-41. (doi: 10.1145/3568732)

Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973 and Nichols, Jeffrey (2018) Welcome letter. Proceedings of the ACM on Human-Computer Interaction, 2(EICS), 1. (doi: 10.1145/3179426)

Book Sections

Conference Proceedings

Pietriga, E. et al. (2018) Foreword. In: ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS '18), Paris, France, 19-22 Jun 2018, ISBN 9781450358972

Wong, Weng-Keen, Oberst, Ian, Das, Shubhomoy, Moore, Travis, Stumpf, Simone ORCID: https://orcid.org/0000-0001-6482-1973, McIntosh, Kevin and Burnett, Margaret (2011) End-user Feature Labeling: a Locally-weighted Regression Approach. In: 16th International Conference on Intelligent User Interfaces (IUI '11), Palo Alto, CA, USA, 13-16 Feb 2011, pp. 115-124. ISBN 9781450304191 (doi: 10.1145/1943403.1943423)

This list was generated on Sat Jun 14 09:18:17 2025 BST.

Grants

2024-2028, RAI UK, Principal Investigator, PHAWM: Participatory Harm Auditing Workbenches and Methodologies, £3.5million. Keystone Project to bring AI auditing and assessment to people without a technical background.

2022-2023, Fujitsu Ltd., Japan, Principal Investigator, EFFI: End-users Fixing Fairness Issues, £163k. industry-funded investigation into the role and impact of end-user human-in-the-loop tools in ensuring fair Artificial Intelligence (AI).

2019-2021, Fujitsu Ltd., Japan, Principal Investigator, COFAI: Co-designing Fair AI interactions, ‎¥‎21,500,000. industry-funded investigation into interfaces for human-in-the-loop ai fairness for a variety of stakeholders, and cultural aspects in fairness perceptions.

2019-2021, Microsoft AI for Accessibility, USA, Principal Investigator, ORBIT: Meta learning for personalised object recognition, $193,000. Collection of a large dataset for teachable object recognition using few-shot learning from blind and low vision people. release of public dataset containing 4733 videos of 588 objects from 97 collectors. Developing a curriculum for AI for accessibility for people who are blind and low vision as additional impact activity.

2018-2022, EPSRC, UK, Co-Investigator, INTUIT: Interaction design for trusted sharing of personal health data to live well with HIV, £816,126. Work package leader for investigating trust, identify, privacy and security attitudes for data-sharing between people living with HIV, with input to the design and implementation of a personal information management app.

2017-2020, EPSRC, UK, Co-investigator, SCAMPI: Self-care advice, monitoring, planning and intervention, £1,006,003. Work package leader for co-designing an app to set up and monitor goals and activities as part of a selfcare plan. input to sensor-based activity recognition as part of wider toolset.

Supervision

Alsakar, Noora
Investigating and Mitigating Privacy Risks of Eye Tracking on Handheld Mobile Devices
Luo, Lin
Interactive machine learning fairness and explanations
METE, SUMEYYE NUR
The use of artificial intelligence in corporate governance: Ethics, morality and legal issues surrounding AI’s.
Minucci, Elena
Sustainable Me: A persuasive social AI for adopting sustainable lifestyles

Teaching

I am co-coordinator for COMPSCI4023/5111 HCI for academic year 23/24.

I am coordinator for COMPSCI5003 Project Research Readings in Computing Science for academic year 23/24.

Professional activities & recognition

Editorial boards

2021: Interacting with Computers
2024: Personal and Ubitquitous Computing

Professional & learned societies

Senior Member, Association of Computing Machinery (ACM)
Member, AAAI

Supplementary

Steering Committee Member, ACM Intelligent User Interfaces (IUI) Steering Committee

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