Dr Simone Stumpf

  • Reader in Responsible & Interactive Artificial Intelligence (School of Computing Science)

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

SAWB 220c, University of Glasgow, 18 Lilybank Gardens, Glasgow, G12 8QN

ORCID iDhttps://orcid.org/0000-0001-6482-1973

Biography

Dr. Simone Stumpf is a Reader in 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 intelligent 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 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 partciaulry 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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Jump to: 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2004 | 2002
Number of items: 64.

2022

Nakao, Y., Stumpf, S. , Ahmed, S., Naseer, A. and Strappelli, L. (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, Y., Strappelli, L., Stumpf, S. , Naseer, A., Regoli, D. and Del Gamba, G. (2022) Towards responsible AI: a design space exploration of human-centered artificial intelligence user interfaces to investigate fairness. International Journal of Human–Computer Interaction, (doi: 10.1080/10447318.2022.2067936) (Early Online Publication)

Claisse, C., Kasadha, B., Stumpf, S. and Durrant, A. 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, G., Smith-Renner, A. M., Buçinca, Z., Wu, T., Holstein, K., Hullman, J. and Stumpf, S. (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, L., Massiceti, D., Zintgraf, L., Stumpf, S. , Morrison, C., Cutrell, E., Harris, M. T. and Hofmann, K. (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, D., Basaru, R., Stumpf, S. and Maiden, N. (2021) Monitoring Quality of Life Indicators at Home from Sparse, and Low-Cost Sensor Data. In: Tucker, A., Henriques Abreu, P., Cardoso, J., Pereira Rodrigues, P. and Riaño, D. (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, A. M., Kleanthous Loizou, S., Dodge, J., Dugan, C., Lee, M. K., Lim, B. Y., Kuflik, T., Sarkar, A., Shulner-Tal, A. and Stumpf, S. (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, S. M. and Stumpf, S. (2021) Voice Assistant Personalities for Health Information Seeking. In: ACM IUI 2021 Workshops, 13-17 Apr 2021,

Stumpf, S. , Strappelli, L., Ahmed, S., Nakao, Y., Naseer, A., Gamba, G. D. and Regoli, D. (2021) Design Methods for Artificial Intelligence Fairness and Transparency. In: ACM IUI 2021 Workshops, 13-17 Apr 2021,

2020

Bussone, A., Kasadha, B., Stumpf, S. , Durrant, A. C., Tariq, S., Gibbs, J., Lloyd, K. C. and Bird, J. (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, S., Balasubramanian, H., Stumpf, S. , Morrison, C., Sellen, A. and Grayson, M. (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, A., Kleanthous, S., Lim, B., Kuflik, T., Stumpf, S. , Otterbacher, J., Sarkar, A., Dugan, C. and Shulner, A. (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, S. , Peters, A., Bardzell, S., Burnett, M., Busse, D., Cauchard, J. and Churchill, E. (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, D., Stefik, M., Choi, J., Miller, T., Stumpf, S. and Yang, G.-Z. (2019) XAI-explainable artificial intelligence. Science Robotics, 4(37), eaay7120. (doi: 10.1126/scirobotics.aay7120) (PMID:33137719)

Mendez, C., Letaw, L., Burnett, M., Stumpf, S. , Sarma, A. and Hilderbrand, C. (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, A., Stumpf, S. and Wilson, S. (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, T., Bird, J., Stumpf, S. and Jones, S. (2019) Designing troubleshooting support cards for novice end-user developers of physical computing prototypes. In: Maliza, A., Valtolina, S., Morch, A., Serrano, A. and Stratton, A. (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, T., Bourazeri, A., Roper, A., Stumpf, S. and Wilson, S. (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, J., O'Sullivan, D., Maiden, N., Lockerbie, J. and Stumpf, S. (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, S. (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, B., Sarkar, A., Smith-Renner, A. and Stumpf, S. (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, A. and Stumpf, S. (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, R., Chander, A., Holzinger, K., Lecue, F., Akata, Z., Stumpf, S. , Kieseberg, P. and Holzinger, A. (2018) Explainable AI: the new 42? In: Holzinger, A., Kieseberg, P., Tjoa, A. M. and Weippl, E. (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, S. and Nichols, J. (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, B., Smith, A. and Stumpf, S. (2018) ExSS 2018: Workshop on Explainable Smart Systems. In: ACM IUI 2018 Workshops, Tokyo, Japan, 11 Mar 2018,

Stumpf, S. , Skrebe, S., Aymer, G. and Hobson, J. (2018) Explaining Smart Heating Systems to Discourage Fiddling with Optimized Behavior. In: ACM IUI 2018 Workshops, Tokyo, Japan, 11 Mar 2018,

2017

Bussone, A., Stumpf, S. and Wilson, S. (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, A., Butterworth, R., MacFarlane, A. and Stumpf, S. (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, A., Butterworth, R., MacFarlane, A. and Stumpf, S. (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, S. and Stumpf, S. (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, S., Markopoulos, P., Paternò, F., Stumpf, S. and Valtolina, S. (2017) Preface. In: Barbosa, S., Markopoulos, P., Paternò, F., Stumpf, S. and Valtolina, S. (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, M., Stumpf, S. , Macbeth, J., Makri, S., Beckwith, L., Kwan, I., Peters, A. and Jernigan, W. (2016) GenderMag: a method for evaluating software's gender inclusiveness. Interacting with Computers, 28(6), pp. 760-787. (doi: 10.1093/iwc/iwv046)

Bussone, A., Stumpf, S. and Buchanan, G. (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, B., Stumpf, S. and Jean-Daubias, S. (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, T., Stumpf, S. , Bird, J. and Jones, S. (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, D., Wilson, S. and Stumpf, S. (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, A., Butterworth, R., MacFarlane, A., Ahmed, T. S. and Stumpf, S. (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, A., Stumpf, S. and O'Sullivan, D. (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, T., Burnett, M., Wong, W.-K. and Stumpf, S. (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, D. and Stumpf, S. (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, S., Moore, T., Wong, W.-K., Stumpf, S. , Oberst, I., McIntosh, K. and Burnett, M. (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, T., Stumpf, S. , Burnett, M., Yang, S., Kwan, I. and Wong, W.-K. (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, T. and Stumpf, S. (2013) End-user experiences of visual and textual programming environments for Arduino. In: Dittrich, Y., Burnett, M., Mørch, A. and Redmiles, D. (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, D., Wilson, S. and Stumpf, S. (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, T., Stumpf, S. , Burnett, M. and Kwan, I. (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, S. , Burnett, M., Pipek, V. and Wong, W.-K. (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, W., Moore, T., Kulesza, T., Wong, W.-K., Todorovic, S., Stumpf, S. , White, R. and Burnett, M. (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, M. S., Wilson, S. and Stumpf, S. (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, T., Stumpf, S. , Wong, W.-K., Burnett, M. M., Perona, S., Ko, A. J. and Oberst, I. (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, F., Stumpf, S. and Grayson, D. (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, A., Kulesza, T., Burnett, M., Curran, W., Groce, A., Stumpf, S. and Wong, W.-K. (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, W.-K., Oberst, I., Das, S., Moore, T., Stumpf, S. , McIntosh, K. and Burnett, M. (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, S. and Muscroft, S. (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, T., Burnett, M., Stumpf, S. , Wong, W.-K., Das, S., Groce, A., Shinsel, A., Bice, F. and McIntosh, K. (2011) Where are my intelligent assistant's mistakes? A systematic testing approach. In: Costabile, M. F., Dittrich, Y., Fischer, G. and Piccinno, A. (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, C., Burnett, M., Costabile, M. F., Stumpf, S. and Wulf, V. (2011) European-American collaboration workshop. In: Costabile, M. F., Dittrich, Y., Fischer, G. and Piccinno, A. (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, W.-K., Oberst, I., Das, S., Moore, T., Stumpf, S. , McIntosh, K. and Burnett, M. (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, T., Stumpf, S. , Burnett, M., Wong, W.-K., Riche, Y., Moore, T., Oberst, I., Shinsel, A. and McIntosh, K. (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, R., Stumpf, S. , Neumann, C., Dodge, J., Cao, J. and Schnabel, A. (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, R., Stumpf, S. , Neumann, C., Dodge, J., Cao, J. and Schnabel, A. (2009) Explaining how to play real-time strategy games. In: Bramer, M., Ellis, R. and Petridis, M. (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, S. , Rajaram, V., Li, L., Wong, W.-K., Burnett, M., Dietterich, T., Sullivan, E. and Herlocker, J. (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)

2004

Stumpf, S. 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.

2002

Stumpf, S.C. 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 Nov 26 13:34:24 2022 GMT.
Number of items: 64.

Articles

Nakao, Y., Stumpf, S. , Ahmed, S., Naseer, A. and Strappelli, L. (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, Y., Strappelli, L., Stumpf, S. , Naseer, A., Regoli, D. and Del Gamba, G. (2022) Towards responsible AI: a design space exploration of human-centered artificial intelligence user interfaces to investigate fairness. International Journal of Human–Computer Interaction, (doi: 10.1080/10447318.2022.2067936) (Early Online Publication)

Bussone, A., Kasadha, B., Stumpf, S. , Durrant, A. C., Tariq, S., Gibbs, J., Lloyd, K. C. and Bird, J. (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)

Stumpf, S. , Peters, A., Bardzell, S., Burnett, M., Busse, D., Cauchard, J. and Churchill, E. (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)

Gunning, D., Stefik, M., Choi, J., Miller, T., Stumpf, S. and Yang, G.-Z. (2019) XAI-explainable artificial intelligence. Science Robotics, 4(37), eaay7120. (doi: 10.1126/scirobotics.aay7120) (PMID:33137719)

Tewell, J., O'Sullivan, D., Maiden, N., Lockerbie, J. and Stumpf, S. (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, S. and Nichols, J. (2018) Welcome letter. Proceedings of the ACM on Human-Computer Interaction, 2(EICS), 1. (doi: 10.1145/3179426)

Bussone, A., Stumpf, S. and Wilson, S. (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)

Burnett, M., Stumpf, S. , Macbeth, J., Makri, S., Beckwith, L., Kwan, I., Peters, A. and Jernigan, W. (2016) GenderMag: a method for evaluating software's gender inclusiveness. Interacting with Computers, 28(6), pp. 760-787. (doi: 10.1093/iwc/iwv046)

Göker, A., Butterworth, R., MacFarlane, A., Ahmed, T. S. and Stumpf, S. (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)

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)

Das, S., Moore, T., Wong, W.-K., Stumpf, S. , Oberst, I., McIntosh, K. and Burnett, M. (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)

Markova, M. S., Wilson, S. and Stumpf, S. (2012) Tangible user interfaces for learning. International Journal of Technology Enhanced Learning, 4(3-4), pp. 139-155. (doi: 10.1504/IJTEL.2012.051578)

Kulesza, T., Stumpf, S. , Wong, W.-K., Burnett, M. M., Perona, S., Ko, A. J. and Oberst, I. (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)

Metoyer, R., Stumpf, S. , Neumann, C., Dodge, J., Cao, J. and Schnabel, A. (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)

Stumpf, S. , Rajaram, V., Li, L., Wong, W.-K., Burnett, M., Dietterich, T., Sullivan, E. and Herlocker, J. (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)

Stumpf, S. 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.

Stumpf, S.C. 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)

Book Sections

O'Sullivan, D., Basaru, R., Stumpf, S. and Maiden, N. (2021) Monitoring Quality of Life Indicators at Home from Sparse, and Low-Cost Sensor Data. In: Tucker, A., Henriques Abreu, P., Cardoso, J., Pereira Rodrigues, P. and Riaño, D. (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)

Booth, T., Bird, J., Stumpf, S. and Jones, S. (2019) Designing troubleshooting support cards for novice end-user developers of physical computing prototypes. In: Maliza, A., Valtolina, S., Morch, A., Serrano, A. and Stratton, A. (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)

Goebel, R., Chander, A., Holzinger, K., Lecue, F., Akata, Z., Stumpf, S. , Kieseberg, P. and Holzinger, A. (2018) Explainable AI: the new 42? In: Holzinger, A., Kieseberg, P., Tjoa, A. M. and Weippl, E. (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)

Barbosa, S., Markopoulos, P., Paternò, F., Stumpf, S. and Valtolina, S. (2017) Preface. In: Barbosa, S., Markopoulos, P., Paternò, F., Stumpf, S. and Valtolina, S. (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

Booth, T. and Stumpf, S. (2013) End-user experiences of visual and textual programming environments for Arduino. In: Dittrich, Y., Burnett, M., Mørch, A. and Redmiles, D. (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)

Kulesza, T., Burnett, M., Stumpf, S. , Wong, W.-K., Das, S., Groce, A., Shinsel, A., Bice, F. and McIntosh, K. (2011) Where are my intelligent assistant's mistakes? A systematic testing approach. In: Costabile, M. F., Dittrich, Y., Fischer, G. and Piccinno, A. (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, C., Burnett, M., Costabile, M. F., Stumpf, S. and Wulf, V. (2011) European-American collaboration workshop. In: Costabile, M. F., Dittrich, Y., Fischer, G. and Piccinno, A. (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)

Metoyer, R., Stumpf, S. , Neumann, C., Dodge, J., Cao, J. and Schnabel, A. (2009) Explaining how to play real-time strategy games. In: Bramer, M., Ellis, R. and Petridis, M. (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)

Conference Proceedings

Claisse, C., Kasadha, B., Stumpf, S. and Durrant, A. 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, G., Smith-Renner, A. M., Buçinca, Z., Wu, T., Holstein, K., Hullman, J. and Stumpf, S. (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)

Theodorou, L., Massiceti, D., Zintgraf, L., Stumpf, S. , Morrison, C., Cutrell, E., Harris, M. T. and Hofmann, K. (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)

Smith-Renner, A. M., Kleanthous Loizou, S., Dodge, J., Dugan, C., Lee, M. K., Lim, B. Y., Kuflik, T., Sarkar, A., Shulner-Tal, A. and Stumpf, S. (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, S. M. and Stumpf, S. (2021) Voice Assistant Personalities for Health Information Seeking. In: ACM IUI 2021 Workshops, 13-17 Apr 2021,

Stumpf, S. , Strappelli, L., Ahmed, S., Nakao, Y., Naseer, A., Gamba, G. D. and Regoli, D. (2021) Design Methods for Artificial Intelligence Fairness and Transparency. In: ACM IUI 2021 Workshops, 13-17 Apr 2021,

Ahmed, S., Balasubramanian, H., Stumpf, S. , Morrison, C., Sellen, A. and Grayson, M. (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, A., Kleanthous, S., Lim, B., Kuflik, T., Stumpf, S. , Otterbacher, J., Sarkar, A., Dugan, C. and Shulner, A. (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,

Mendez, C., Letaw, L., Burnett, M., Stumpf, S. , Sarma, A. and Hilderbrand, C. (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, A., Stumpf, S. and Wilson, S. (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)

Neate, T., Bourazeri, A., Roper, A., Stumpf, S. and Wilson, S. (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)

Stumpf, S. (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, B., Sarkar, A., Smith-Renner, A. and Stumpf, S. (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)

Bourazeri, A. and Stumpf, S. (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)

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, B., Smith, A. and Stumpf, S. (2018) ExSS 2018: Workshop on Explainable Smart Systems. In: ACM IUI 2018 Workshops, Tokyo, Japan, 11 Mar 2018,

Stumpf, S. , Skrebe, S., Aymer, G. and Hobson, J. (2018) Explaining Smart Heating Systems to Discourage Fiddling with Optimized Behavior. In: ACM IUI 2018 Workshops, Tokyo, Japan, 11 Mar 2018,

Göker, A., Butterworth, R., MacFarlane, A. and Stumpf, S. (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, A., Butterworth, R., MacFarlane, A. and Stumpf, S. (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, S. and Stumpf, S. (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)

Bussone, A., Stumpf, S. and Buchanan, G. (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, B., Stumpf, S. and Jean-Daubias, S. (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, T., Stumpf, S. , Bird, J. and Jones, S. (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, D., Wilson, S. and Stumpf, S. (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)

Bussone, A., Stumpf, S. and O'Sullivan, D. (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, T., Burnett, M., Wong, W.-K. and Stumpf, S. (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)

Sherwani, D. and Stumpf, S. (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)

Kulesza, T., Stumpf, S. , Burnett, M., Yang, S., Kwan, I. and Wong, W.-K. (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)

Holliday, D., Wilson, S. and Stumpf, S. (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)

Kulesza, T., Stumpf, S. , Burnett, M. and Kwan, I. (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, S. , Burnett, M., Pipek, V. and Wong, W.-K. (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, W., Moore, T., Kulesza, T., Wong, W.-K., Todorovic, S., Stumpf, S. , White, R. and Burnett, M. (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)

Loumakis, F., Stumpf, S. and Grayson, D. (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, A., Kulesza, T., Burnett, M., Curran, W., Groce, A., Stumpf, S. and Wong, W.-K. (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, W.-K., Oberst, I., Das, S., Moore, T., Stumpf, S. , McIntosh, K. and Burnett, M. (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, S. and Muscroft, S. (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)

Wong, W.-K., Oberst, I., Das, S., Moore, T., Stumpf, S. , McIntosh, K. and Burnett, M. (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)

Kulesza, T., Stumpf, S. , Burnett, M., Wong, W.-K., Riche, Y., Moore, T., Oberst, I., Shinsel, A. and McIntosh, K. (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)

This list was generated on Sat Nov 26 13:34:24 2022 GMT.

Grants

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 perceived privacy risks of eye tracking in handheld mobile devices and designing protective measures
  • Wijaya, Antonius Bima Murti
    Toursits detection and analysis from video to support sustainable and smart tourism

Teaching

I am co-cordinator for COMPSCI5012 Internet Technologies (ITECH) in Session 2, 2021/22.

Professional activities & recognition

Editorial boards

  • 2021: Interacting with Computers

Professional & learned societies

  • Senior Member, Association of Computing Machinery (ACM)
  • Member, AAAI
  • Member, UXPA UK