City Research Online

Maiden, N. ORCID: 0000-0001-6233-8320, Hide, S., Lockerbie, J. ORCID: 0000-0003-3753-5546 , Stumpf, S., Hoe, J. ORCID: 0000-0003-4647-8950 & Hirani, S. P. ORCID: 0000-0002-1577-8806view all authors (2024). Evaluating an interactive tool that reasons about quality of life to support life planning by older people. Digital Health, 10, pp. 1-25. doi: 10.1177/20552076241255633

Pinto, C. ORCID: 0000-0001-7607-7192, Brown, J., Hurt, C. , Norton, S., Stumpf, S., Volpato, R., Cubi-Molla, P., Chowdhury, S., McCracken, L. & Bogosian, A. ORCID: 0000-0003-1244-6387view all authors (2024). Acceptability and feasibility randomized controlled trial of a digital psychological support intervention for people with Parkinson’s disease: trial protocol. doi: 10.21203/rs.3.rs-3773762/v1

Rathbone, A., Stumpf, S. ORCID: 0000-0001-6482-1973, Claisse, C. , Sillence, E., Coventry, L., Brown, R. D. & Durrant, A. C.view all authors (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), doi: 10.1371/journal.pdig.0000264

Theodorou, L., Massiceti, D., Zintgraf, L. , Stumpf, S. ORCID: 0000-0001-6482-1973, Morrison, C., Cutrell, E., Harris, M. T. & Hofmann, K.view all authors (2021). Disability-first Dataset Creation: Lessons from Constructing a Dataset for Teachable Object Recognition with Blind and Low Vision Data Collectors. In: The 23rd International ACM SIGACCESS Conference on Computers and Accessibility. ASSETS '21: The 23rd International ACM SIGACCESS Conference on Computers and Accessibility, 18-22 Oct 2021, Online. doi: 10.1145/3441852.3471225

Stumpf, S. ORCID: 0000-0001-6482-1973, Strappelli, L., Ahmed, S. , Nakao, Y., Naseer, A., Gamba, G. D. & Regoli, D.view all authors (2021). Design Methods for Artificial Intelligence Fairness and Transparency. In: CEUR Workshop Proceedings. ACM IUI 2021 Workshops, 13-17 Apr 2021, Online.

Sredojev, S. M. & Stumpf, S. ORCID: 0000-0001-6482-1973 (2021). Voice Assistant Personalities for Health Information Seeking. In: CEUR Workshop Proceedings. ACM IUI 2021 Workshops, 13-17 Apr 2021, Online.

O’Sullivan, D., Basaru, R., Stumpf, S. ORCID: 0000-0001-6482-1973 & Maiden, N. ORCID: 0000-0001-6233-8320view all authors (2021). Monitoring Quality of Life Indicators at Home from Sparse, and Low-Cost Sensor Data. In: Artificial Intelligence in Medicine. International Conference on Artificial Intelligence in Medicine, 15-18 Jun 2021, Virtual Event. doi: 10.1007/978-3-030-77211-6_17

Vincenzi, B. ORCID: 0000-0003-4330-7849, Taylor, A. & Stumpf, S. ORCID: 0000-0001-6482-1973 (2021). Interdependence in Action: People with Visual Impairments and their Guides Co-constituting Common Spaces. ACM Transactions on Computer - Human Interaction, 5(CSCW1), article number 69. doi: 10.1145/3449143

Bussone, A., Kasadha, B., Stumpf, S. ORCID: 0000-0001-6482-1973 , Durrant, A., Tariq, S., Gibbs, J., Lloyd, K. & Bird, J.view all authors (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), pp. 1-27. doi: 10.1145/3415244

Ahmed, S., Balasubramanian, H., Stumpf, S. ORCID: 0000-0001-6482-1973 , Morrison, C., Sellen, A. & Grayson, M.view all authors (2020). Investigating the Intelligibility of a Computer Vision System for Blind Users. In: IUI '20: Proceedings of the 25th International Conference on Intelligent User Interfaces. ACM Conference on Intelligent User Interfaces, 17 - 20 March 2020, Cagliari, Italy. doi: 10.1145/3377325.3377508

Stumpf, S. ORCID: 0000-0001-6482-1973, Peters, A., Bardzell, S. , Burnett, M., Busse, D., Cauchard, J. & Churchill, E.view all authors (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. ORCID: 0000-0001-6482-1973 & Yang, G-Z.view all authors (2019). XAI-Explainable artificial intelligence. Science Robotics, 4(37), article number eaay7120. doi: 10.1126/scirobotics.aay7120

Bussone, A., Stumpf, S. ORCID: 0000-0001-6482-1973 & Wilson, S. ORCID: 0000-0001-6445-654X (2019). Designing for Reflection on Shared HIV Health Information. In: CHItaly '19 Proceedings of the 13th Biannual Conference of the Italian SIGCHI Chapter: Designing the next interaction.

Mendez, C., Letaw, L., Burnett, M. , Stumpf, S. ORCID: 0000-0001-6482-1973, Sarma, A. & Hilderbrand, C.view all authors (2019). From GenderMag to InclusiveMag: An Inclusive Design Meta-Method. 2019 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), pp. 97-106. doi: 10.1109/vlhcc.2019.8818889

Booth, T., Bird, J., Stumpf, S. ORCID: 0000-0001-6482-1973 & Jones, Sview all authors (2019). Designing Troubleshooting Support Cards for Novice End-User Developers of Physical Computing Prototypes. In: Malizia, A., Valtolina, S., Morch, A. , Serrano, A. & Stratton, A.view all authors (Eds.), End-User Development. IS-EUD 2019. International Symposium on End User Development. IS-EUD 2019, 10-12 July 2019, Hatfield, UK. doi: 10.1007/978-3-030-24781-2_15

Neate, T., Bourazeri, K., Roper, A. ORCID: 0000-0001-6950-6294 , Stumpf, S. ORCID: 0000-0001-6482-1973 & Wilson, S. ORCID: 0000-0001-6445-654Xview all authors (2019). Co-Created Personas: Engaging and Empowering Users with Diverse Needs Within the Design Process. In: CHI '19 Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. 2019 CHI Conference on Human Factors in Computing Systems, 4-9 May 2019, Glasgow, UK. doi: 10.1145/3290605.3300880

Tewell, J., O’Sullivan, D., Maiden, N. ORCID: 0000-0001-6233-8320 , Lockerbie, J. & Stumpf, S. ORCID: 0000-0001-6482-1973view all authors (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. ORCID: 0000-0001-6482-1973 (2019). Horses for courses: Making the case for persuasive engagement in smart systems. Joint Proceedings of the ACM IUI 2019 Workshops, 2327,

Bourazeri, A. & Stumpf, S. ORCID: 0000-0001-6482-1973 (2018). Co-designing smart home technology with people with dementia or Parkinson's disease. In: NordiCHI '18 Proceedings of the 10th Nordic Conference on Human-Computer Interaction. 10th Nordic Conference on Human-Computer Interaction, 29 Sep - 3 Oct 2018, Oslo, Norway. doi: 10.1145/3240167.3240197

Stumpf, S. ORCID: 0000-0001-6482-1973, Skrebe, S., Aymer, G. & Hobson, J.view all authors (2018). Explaining smart heating systems to discourage fiddling with optimized behavior. CEUR Workshop Proceedings, 2068,

Lim, B., Smith, A. & Stumpf, S. ORCID: 0000-0001-6482-1973 (2018). ExSS 2018: Workshop on explainable smart systems. CEUR Workshop Proceedings, 2068,

Goebel, R., Chander, A., Holzinger, K. , Lecue, F., Akata, Z., Stumpf, S. ORCID: 0000-0001-6482-1973, Kieseberg, P. & Holzinger, A.view all authors (2018). Explainable AI: The new 42? In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). CD-MAKE 2018, 27-30 Aug 2018, Hamburg, Germany. doi: 10.1007/978-3-319-99740-7_21

Brown, D., Waugh, S., Bussone, A. & Stumpf, S. ORCID: 0000-0001-6482-1973view all authors (2017). Evaluation of BeYou plus an mHealth application to support self-management strategies for people living with HIV. Paper presented at the 23rd Annual Conference of the British HIV Association (BHIVA), 4-7 Apr 2017, Liverpool, UK.

Frankowska-Takhari, S., MacFarlane, A., Goker, A. S. & Stumpf, S.view all authors (2017). Selecting and tailoring of images for visual impact in online journalism. Information Research, 22(1), article number 1619.

Bussone, A., Stumpf, S. & 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

Bussone, A., Stumpf, S. & Buchanan, G. (2016). "It feels like I'm managing myself": HIV+ people tracking their personal health information. In: ACM International Conference Proceeding Series. NordiCHI '16 9th Nordic Conference on Human-Computer Interaction, 23-27 Oct 2016, Gothenburg, Sweden. doi: 10.1145/2971485.2971542

Ginon, B., Stumpf, S. & Jean-Daubias, S. (2016). Towards the right assistance at the right time for using complex interfaces. In: Proceedings of the International Working Conference on Advanced Visual Interfaces. (pp. 240-243). New York, USA: ACM. doi: 10.1145/2909132.2909275

Booth, T., Stumpf, S., Bird, J. & Jones, S.view all authors (2016). Crossed Wires: Investigating the Problems of End-User Developers in a Physical Computing Task. In: Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems. Conference on Human Factors in Computing Systems (CHI), 7-12 May 2016, San Jose, USA. doi: 10.1145/2858036.2858533

Holliday, D., Wilson, S. & Stumpf, S. (2016). User trust in intelligent systems: A journey over time. In: Proceedings of the 21st International Conference on Intelligent User Interfaces. (pp. 164-168). New York, USA: ACM. doi: 10.1145/2856767.2856811

Burnett, M., Stumpf, S., Macbeth, J. , Makri, S., Beckwith, L., Kwan, I., Peters, A. & Jernigan, W.view all authors (2016). GenderMag: A Method for Evaluating Software’s Gender Inclusiveness. Interacting with Computers, 28(6), pp. 760-787. doi: 10.1093/iwc/iwv046

Goeker, A., Butterworth, R., MacFarlane, A. , Ahmed, T. S. & Stumpf, S.view all authors (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

Kulesza, T., Burnett, M., Wong, W-K. & Stumpf, S.view all authors (2015). Principles of Explanatory Debugging to personalize interactive machine learning. In: Brdiczka, O. & Chau, P (Eds.), Proceedings of the 20th International Conference on Intelligent User Interfaces. (pp. 126-137). New York, USA: ACM. doi: 10.1145/2678025.2701399

Bussone, A., Stumpf, S. & O'Sullivan, D. (2015). The Role of Explanations on Trust and Reliance in Clinical Decision Support Systems. Paper presented at the 2015 International Conference on Healthcare Informatics, 21-10-2015 - 23-10-2015, Dallas, USA.

Sherwani, D. & Stumpf, S. (2014). Toward helping users in assessing the trustworthiness of user-generated reviews. In: Proceedings of the 28th International BCS Human Computer Interaction Conference: Sand, Sea and Sky - Holiday HCI, HCI 2014. 28th International BCS Human Computer Interaction Conference (HCI 2014), 9-12 Sep 2014, Southport, UK. doi: 10.14236/ewic/hci2014.13

Mera, M. & Stumpf, S. (2014). Eye-tracking Film Music. Music and the Moving Image, 7(3), pp. 3-23. doi: 10.5406/musimoviimag.7.3.0003

Groce, A., Kulesza, T., Zhang, C. , Shamasunder, S., Burnett, M., Wong, W-K, Stumpf, S., Das, S., Shinsel, A., Bice, F. & McIntosh, K.view all authors (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

Booth, T. & Stumpf, S. (2013). End-user experiences of visual and textual programming environments for Arduino. Lecture Notes in Computer Science, 7897 L, pp. 25-39. doi: 10.1007/978-3-642-38706-7_4

Das, S., Moore, T., Wong, W-K , Stumpf, S., Oberst, I., McIntosh, K. & Burnett, M.view all authors (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. & Wong, W-Kview all authors (2013). Too much, too little, or just right? Ways explanations impact end users' mental models. Proceedings of IEEE Symposium on Visual Languages and Human-Centric Computing, VL/HCC, pp. 3-10. doi: 10.1109/VLHCC.2013.6645235

Schleith, J., Stumpf, S. & Kulesza, T (2012). People-Powered Music: Using User-Generated Tags and Structure in Recommendations. London, UK: Centre for Human Computer Interaction Design, City University London.

Stumpf, S., Burnett, M., Pipek, V. & Wong, W-Kview all authors (2012). End-user interactions with intelligent and autonomous systems. In: Konstan, J. A., Chi, E. H. & Höök, K. (Eds.), CHI '12 Extended Abstracts on Human Factors in Computing Systems. (pp. 2755-2758). New York: ACM. doi: 10.1145/2212776.2212713

Markova, M.S., Wilson, S. & 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., Burnett, M. & Kwan, I.view all authors (2012). Tell me more?: the effects of mental model soundness on personalizing an intelligent agent. In: Konstan, J. A., Chi, E. H. & Höök, K. (Eds.), Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. (pp. 1-10). New York: ACM. doi: 10.1145/2207676.2207678

Curran, W., Moore, T., Kulesza, T. , Wong, W-K, Todorovic, S., Stumpf, S., White, R. & Burnett, M.view all authors (2012). Towards recognizing "cool": can end users help computer vision recognize subjective attributes of objects in images? In: Duarte, C., Carriço, L., Jorge, J. A. , Oviatt, S. L. & Gonçalves, D.view all authors (Eds.), Proceedings of the 2012 ACM international conference on Intelligent User Interfaces. (pp. 285-288). New York: ACM. doi: 10.1145/2166966.2167019

Kulesza, T., Stumpf, S., Wong, W-K. , Burnett, M., Perona, S., Ko, A. & Oberst, I.view all authors (2011). Why-Oriented End-User Debugging of Naïve Bayes Text Classification. Transactions on Interactive Intelligent Systems, 1(1), pp. 1-31. doi: 10.1145/2030365.2030367

Stumpf, S. & Muscroft, S. (2011). When users generate music playlists: When words leave off, music begins?. Paper presented at the Third International Workshop on Advances in Music Information Research (AdMIRe) in conjunction with the IEEE International Conference on Multimedia and Expo (ICME), 11 - 15 July 2011, Barcelona, Spain.

Kulesza, T., Burnett, M., Stumpf, S. , Wong, W., Das, S., Groce, A., Shinsel, A., Bice, F. & McIntosh, K.view all authors (2011). Where Are My Intelligent Assistant's Mistakes? A Systematic Testing Approach. Paper presented at the Third International Symposium on End-User Development (IS-EUD), 07 - 10 June 2011, Torre Canne, Italy.

Wong, W-K., Oberst, I., Das, S. , Moore, T., Stumpf, S., McIntosh, K. & Burnett, M.view all authors (2011). End-User Feature Labeling via Locally Weighted Logistic Regression. In: Burgard, W. & Roth, D. (Eds.), Proceedings of the Twenty-Fifth AAAI conference on Artificial Intelligence. (pp. 1575-1578). USA: AAAI Press.

Wong, W-K, Oberst, I., Das, S. , Moore, T., Stumpf, S., McIntosh, K. & Burnett, M.view all authors (2011). End-user feature labeling: a locally-weighted regression approach. In: Pu, P., Pazzani, M. J., André, E. & Riecken, D.view all authors (Eds.), Proceedings of the 16th international conference on Intelligent user interfaces. (pp. 115-124). New York: ACM. doi: 10.1145/1943403.1943423

Loumakis, F., Stumpf, S. & Grayson, D. (2011). This image smells good: Effects of image information scent in search engine results pages. In: Proceedings of the 20th ACM international conference on Information and knowledge management. (pp. 475-484). New York: ACM. doi: 10.1145/2063576.2063649

Metoyer, R., Stumpf, S., Neumann, C. , Dodge, J., Cao, J. & Schnabel, A.view all authors (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

Kulesza, T., Stumpf, S., Burnett, M. , Wong, W., Riche, Y., Moore, T., Oberst, I., Shinsel, A. & McIntosh, K.view all authors (2010). Explanatory debugging: Supporting end-user debugging of machine-learned programs. Proceedings - 2010 IEEE Symposium on Visual Languages and Human-Centric Computing, VL/HCC 2010, pp. 41-48. doi: 10.1109/VLHCC.2010.15

Stumpf, S., Rajaram, V., Li, L. , Wong, W-K., Burnett, M., Dietterich, T. G., Sullivan, E. & Herlocker, J.view all authors (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. , Perona, S., White, R., Burnett, M., Oberst, I. & Ko, A. J.view all authors (2009). Fixing the program my computer learned: barriers for end users, challenges for the machine. In: Conati, C., Bauer, M., Oliver, N. & Weld, D. S.view all authors (Eds.), Proceedings of the 14th international conference on Intelligent user interfaces. (pp. 187-196). ACM. doi: 10.1145/1502650.1502678

Stumpf, S., Sullivan, E., Fitzhenry, E. , Oberst, I., Wong, W-K. & Burnett, M.view all authors (2008). Integrating rich user feedback into intelligent user interfaces. In: International Conference on Intelligent User Interfaces, Proceedings IUI. International Conference on Intelligent User Interfaces, 24-27 Feb 2014, Haifa, Israel. doi: 10.1145/1378773.1378781

Stumpf, S., Fitzhenry, E. & Dietterich, T. G. (2007). The use of provenance in information retrieval. Paper presented at the Workshop on Principles of Provenance (PROPR), 19 - 20 November 2007, Edinburgh, Scotland.

Stumpf, S. & 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. doi: 10.3217/jucs-010-06-0740

Stumpf, S. (2001). Analysis and representation of rhetorical construction of understanding in design teams' experiential learning. (Unpublished Doctoral thesis, University College London)

Stumpf, S. (1997). Argumentation-based design rationale - the sharpest tools in the box (RN/98/103). London, UK: Computer Science Department, University College London.