Analysis and representation of rhetorical construction of understanding in design teams' experiential learning. - Simone Stumpf (2001)

Using Repertory Grids to Test Data Quality and Experts' Hunches. - Simone Stumpf; Janet McDonnell (DEXA Workshops, 2003)

Sharing Metadata - Problems and Potential Solutions. - Simone Stumpf; Janet McDonnell (DEXA Workshops, 2004)

An Investigation into Sharing Metadata: "I'm not thinking what you are thinking". - Simone Stumpf; Janet McDonnell (J. Univers. Comput. Sci., 2004)

Computational Models of Rhetorical Argument. - Jim Crosswhite; John Fox 001; Chris Reed 001; Theodore Scaltsas; Simone Stumpf (Argumentation Machines, 2004)

The TaskTracker System. - Simone Stumpf; Xinlong Bao; Anton N. Dragunov; Thomas G. Dietterich; Jonathan L. Herlocker; Kevin Johnsrude; Lida Li; Jianqiang Shen (AAAI, 2005)

Predicting Task-Specific Webpages for Revisiting. - Arwen Twinkle Lettkeman; Simone Stumpf; Jed Irvine; Jonathan L. Herlocker (AAAI, 2006)

Supporting end-user debugging: what do users want to know? - Cory Kissinger; Margaret M. Burnett; Simone Stumpf; Neeraja Subrahmaniyan; Laura Beckwith; Sherry Yang 002; Mary Beth Rosson (AVI, 2006)

Improving Intelligent Assistants for Desktop Activities. - Simone Stumpf; Margaret M. Burnett; Thomas G. Dietterich (AAAI Spring Symposium: Interaction Challenges for Intelligent Assistants, 2007)

Toward harnessing user feedback for machine learning. - Simone Stumpf; Vidya Rajaram; Lida Li; Margaret M. Burnett; Thomas G. Dietterich; Erin Sullivan; Russell Drummond; Jonathan L. Herlocker (IUI, 2007)

Integrating rich user feedback into intelligent user interfaces. - Simone Stumpf; Erin Sullivan; Erin Fitzhenry; Ian Oberst; Weng-Keen Wong; Margaret M. Burnett (IUI, 2008)

Fixing the program my computer learned: barriers for end users, challenges for the machine. - Todd Kulesza; Weng-Keen Wong; Simone Stumpf; Stephen Perona; Rachel White; Margaret M. Burnett; Ian Oberst; Amy J. Ko (IUI, 2009)

Detecting and correcting user activity switches: algorithms and interfaces. - Jianqiang Shen; Jed Irvine; Xinlong Bao; Michael Goodman; Stephen Kolibaba; Anh Tran; Fredric Carl; Brenton Kirschner; Simone Stumpf; Thomas G. Dietterich (IUI, 2009)

Interacting meaningfully with machine learning systems: Three experiments. - Simone Stumpf; Vidya Rajaram; Lida Li; Weng-Keen Wong; Margaret M. Burnett; Thomas G. Dietterich; Erin Sullivan; Jonathan L. Herlocker (Int. J. Hum. Comput. Stud., 2009)

Explanatory Debugging: Supporting End-User Debugging of Machine-Learned Programs. - Todd Kulesza; Simone Stumpf; Margaret M. Burnett; Weng-Keen Wong; Yann Riche; Travis Moore; Ian Oberst; Amber Shinsel; Kevin McIntosh (VL/HCC, 2010)

Explaining how to play real-time strategy games. - Ronald A. Metoyer; Simone Stumpf; Christoph Neumann 003; Jonathan Dodge; Jill Cao; Aaron Schnabel (Knowl. Based Syst., 2010)

End-User Feature Labeling via Locally Weighted Logistic Regression. - Weng-Keen Wong; Ian Oberst; Shubhomoy Das; Travis Moore; Simone Stumpf; Kevin McIntosh; Margaret M. Burnett (AAAI, 2011)

This image smells good: effects of image information scent in search engine results pages. - Faidon Loumakis; Simone Stumpf; David Grayson (CIKM, 2011)

When users generate music playlists: When words leave off, music begins? - Simone Stumpf; Sam Muscroft (ICME, 2011)

Where Are My Intelligent Assistant's Mistakes? A Systematic Testing Approach. - Todd Kulesza; Margaret M. Burnett; Simone Stumpf; Weng-Keen Wong; Shubhomoy Das; Alex Groce; Amber Shinsel; Forrest Bice; Kevin McIntosh (IS-EUD, 2011)

European-American Collaboration Workshop. - Christopher Scaffidi; Margaret M. Burnett; Maria Francesca Costabile; Simone Stumpf; Volker Wulf (IS-EUD, 2011)

End-user feature labeling: a locally-weighted regression approach. - Weng-Keen Wong; Ian Oberst; Shubhomoy Das; Travis Moore; Simone Stumpf; Kevin McIntosh; Margaret M. Burnett (IUI, 2011)

Mini-crowdsourcing end-user assessment of intelligent assistants: A cost-benefit study. - Amber Shinsel; Todd Kulesza; Margaret M. Burnett; William Curran; Alex Groce; Simone Stumpf; Weng-Keen Wong (VL/HCC, 2011)

Why-oriented end-user debugging of naive Bayes text classification. - Todd Kulesza; Simone Stumpf; Weng-Keen Wong; Margaret M. Burnett; Stephen Perona; Amy J. Ko; Ian Oberst (ACM Trans. Interact. Intell. Syst., 2011)

Tell me more?: the effects of mental model soundness on personalizing an intelligent agent. - Todd Kulesza; Simone Stumpf; Margaret M. Burnett; Irwin Kwan (CHI, 2012)

End-user interactions with intelligent and autonomous systems. - Simone Stumpf; Margaret M. Burnett; Volkmar Pipek; Weng-Keen Wong (CHI Extended Abstracts, 2012)

Towards recognizing "cool": can end users help computer vision recognize subjective attributes of objects in images? - William Curran; Travis Moore; Todd Kulesza; Weng-Keen Wong; Sinisa Todorovic; Simone Stumpf; Rachel White; Margaret M. Burnett (IUI, 2012)

The effect of explanations on perceived control and behaviors in intelligent systems. - Daniel Holliday; Stephanie M. Wilson; Simone Stumpf (CHI Extended Abstracts, 2013)

End-User Experiences of Visual and Textual Programming Environments for Arduino. - Tracey Booth; Simone Stumpf (IS-EUD, 2013)

Too much, too little, or just right? Ways explanations impact end users' mental models. - Todd Kulesza; Simone Stumpf; Margaret M. Burnett; Sherry Yang 002; Irwin Kwan; Weng-Keen Wong (VL/HCC, 2013)

End-user feature labeling: Supervised and semi-supervised approaches based on locally-weighted logistic regression. - Shubhomoy Das; Travis Moore; Weng-Keen Wong; Simone Stumpf; Ian Oberst; Kevin McIntosh; Margaret M. Burnett (Artif. Intell., 2013)

Toward Helping Users in Assessing the Trustworthiness of User-Generated Reviews. - Dara Sherwani; Simone Stumpf (BCS HCI, 2014)

You Are the Only Possible Oracle: Effective Test Selection for End Users of Interactive Machine Learning Systems. - Alex Groce; Todd Kulesza; Chaoqiang Zhang; Shalini Shamasunder; Margaret M. Burnett; Weng-Keen Wong; Simone Stumpf; Shubhomoy Das; Amber Shinsel; Forrest Bice; Kevin McIntosh (IEEE Trans. Software Eng., 2014)

The Role of Explanations on Trust and Reliance in Clinical Decision Support Systems. - Adrian Bussone; Simone Stumpf; Dympna O'Sullivan (ICHI, 2015)

Principles of Explanatory Debugging to Personalize Interactive Machine Learning. - Todd Kulesza; Margaret M. Burnett; Weng-Keen Wong; Simone Stumpf (IUI, 2015)

Expeditions through image jungles: The commercial use of image libraries in an online environment. - Ayse Göker; Richard Butterworth; Andrew MacFarlane 001; Tanya S. Ahmed; Simone Stumpf (J. Documentation, 2015)

Towards the Right Assistance at the Right Time for Using Complex Interfaces. - Blandine Ginon; Simone Stumpf; Stéphanie Jean-Daubias (AVI, 2016)

Crossed Wires: Investigating the Problems of End-User Developers in a Physical Computing Task. - Tracey Booth; Simone Stumpf; Jon Bird; Sara Jones 001 (CHI, 2016)

User Trust in Intelligent Systems: A Journey Over Time. - Daniel Holliday; Stephanie M. Wilson; Simone Stumpf (IUI, 2016)

It Feels Like I'm Managing Myself: HIV+ People Tracking Their Personal Health Information. - Adrian Bussone; Simone Stumpf; George Buchanan 001 (NordiCHI, 2016)

GenderMag: A Method for Evaluating Software's Gender Inclusiveness. - Margaret M. Burnett; Simone Stumpf; Jamie Macbeth; Stephann Makri; Laura Beckwith; Irwin Kwan; Anicia Peters; Will Jernigan (Interact. Comput., 2016)

Presenting and visualizing results on an image retrieval user interface. - Ayse Göker; Richard Butterworth; Andy MacFarlane; Simone Stumpf (BCS HCI, 2017)

Presenting and visualizing image results for professional image searchers: A field evaluation. - Ayse Göker; Richard Butterworth; Andy MacFarlane; Simone Stumpf (BCS HCI, 2017)

An exploratory study to design constrained engagement in smart heating systems. - Simonas Skrebe; Simone Stumpf (BCS HCI, 2017)

The use of online forums by people living with HIV for help in understanding personal health information. - Adrian Bussone; Simone Stumpf; Stephanie M. Wilson (Int. J. Medical Informatics, 2017)

Explainable AI: The New 42? - Randy Goebel; Ajay Chander; Katharina Holzinger; Freddy Lécué; Zeynep Akata; Simone Stumpf; Peter Kieseberg; Andreas Holzinger (CD-MAKE, 2018)

Explaining Smart Heating Systems to Discourage Fiddling with Optimized Behavior. - Simone Stumpf; Simonas Skrebe; Graeme Aymer; Julie Hobson (IUI Workshops, 2018)

Co-designing smart home technology with people with dementia or Parkinson's disease. - Aikaterini Bourazeri; Simone Stumpf (NordiCHI, 2018)

Welcome Letter. - Simone Stumpf; Jeffrey Nichols 001 (Proc. ACM Hum. Comput. Interact., 2018)

Co-Created Personas: Engaging and Empowering Users with Diverse Needs Within the Design Process. - Timothy Neate; Aikaterini Bourazeri; Abi Roper; Simone Stumpf; Stephanie M. Wilson (CHI, 2019)

Designing for reflection on shared HIV health information. - Adrian Bussone; Simone Stumpf; Stephanie M. Wilson (CHItaly, 2019)

Designing Troubleshooting Support Cards for Novice End-User Developers of Physical Computing Prototypes. - Tracey Booth; Jon Bird; Simone Stumpf; Sara Jones 001 (IS-EUD, 2019)

ExSS: explainable smart systems 2019. - Brian Y. Lim; Advait Sarkar; Alison Smith-Renner; Simone Stumpf (IUI Companion, 2019)

Horses For Courses: Making The Case For Persuasive Engagement In Smart Systems. - Simone Stumpf (IUI Workshops, 2019)

From GenderMag to InclusiveMag: An Inclusive Design Meta-Method. - Christopher J. Mendez; Lara Letaw; Margaret Burnett; Simone Stumpf; Anita Sarma; Claudia Hilderbrand (VL/HCC, 2019)

Monitoring meaningful activities using small low-cost devices in a smart home. - Jordan Tewell; Dympna O'Sullivan; Neil A. M. Maiden; James Lockerbie; Simone Stumpf (Pers. Ubiquitous Comput., 2019)

XAI - Explainable artificial intelligence. - David Gunning; Mark Stefik; Jaesik Choi; Timothy Miller 001; Simone Stumpf; Guang-Zhong Yang (Sci. Robotics, 2019)

Investigating the intelligibility of a computer vision system for blind users. - Subeida Ahmed; Harshadha Balasubramanian; Simone Stumpf; Cecily Morrison; Abigail Sellen; Martin Grayson (IUI, 2020)

ExSS-ATEC: Explainable Smart Systems for Algorithmic Transparency in Emerging Technologies 2020. - Alison Smith-Renner; Styliani Kleanthous; Brian Y. Lim; Tsvi Kuflik; Simone Stumpf; Jahna Otterbacher; Advait Sarkar; Casey Dugan; Avital Shulner-Tal (IUI Companion, 2020)

ExSS-ATEC: Explainable Smart Systems and Algorithmic Transparency in Emerging Technlologies 2020 (workshop abstract). - Alison Smith-Renner; Styliani Kleanthous; Brian Y. Lim; Tsvi Kuflik; Simone Stumpf; Jahna Otterbacher; Advait Sarkar; Casey Dugan; Avital Shulner-Tal (ExSS-ATEC@IUI, 2020)

Gender-Inclusive HCI Research and Design: A Conceptual Review. - Simone Stumpf; Anicia Peters; Shaowen Bardzell; Margaret Burnett; Daniela K. Busse; Jessica R. Cauchard; Elizabeth F. Churchill (Found. Trends Hum. Comput. Interact., 2020)

Trust, Identity, Privacy, and Security Considerations for Designing a Peer Data Sharing Platform Between People Living With HIV. - Adrian Bussone; Bakita Kasadha; Simone Stumpf; Abigail C. Durrant; Shema Tariq; Jo Gibbs; Karen C. Lloyd; Jon Bird (Proc. ACM Hum. Comput. Interact., 2020)

Monitoring Quality of Life Indicators at Home from Sparse, and Low-Cost Sensor Data. - Dympna O'Sullivan; Rilwan Remilekun Basaru; Simone Stumpf; Neil A. M. Maiden (AIME, 2021)

Disability-first Dataset Creation: Lessons from Constructing a Dataset for Teachable Object Recognition with Blind and Low Vision Data Collectors. - Lida Theodorou; Daniela Massiceti; Luisa M. Zintgraf; Simone Stumpf; Cecily Morrison; Edward Cutrell; Matthew Tobias Harris; Katja Hofmann (ASSETS, 2021)

ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition. - Daniela Massiceti; Luisa M. Zintgraf; John Bronskill; Lida Theodorou; Matthew Tobias Harris; Edward Cutrell; Cecily Morrison; Katja Hofmann; Simone Stumpf (ICCV, 2021)

TExSS: Transparency and Explanations in Smart Systems. - Alison Marie Smith-Renner; Styliani Kleanthous Loizou; Jonathan Dodge; Casey Dugan; Min Kyung Lee; Brian Y. Lim; Tsvi Kuflik; Advait Sarkar; Avital Shulner-Tal; Simone Stumpf (IUI Companion, 2021)

Voice Assistant Personalities for Health Information Seeking. - Stephanie Mariko Sredojev; Simone Stumpf (IUI Workshops, 2021)

Design Methods for Artificial Intelligence Fairness and Transparency. - Simone Stumpf; Lorenzo Strappelli; Subeida Ahmed; Yuri Nakao; Aisha Naseer; Giulia Del Gamba; Daniele Regoli (IUI Workshops, 2021)

Interdependence in Action: People with Visual Impairments and their Guides Co-constituting Common Spaces. - Beatrice Vincenzi; Alex S. Taylor; Simone Stumpf (Proc. ACM Hum. Comput. Interact., 2021)

Investigating Daily Practices of Self-care to Inform the Design of Supportive Health Technologies for Living and Ageing Well with HIV. - Caroline Claisse; Bakita Kasadha; Simone Stumpf; Abigail C. Durrant (CHI, 2022)

TExSS 22: Transparency and Explanations in Smart Systems. - Tsvi Kuflik; Jonathan Dodge; Styliani Kleanthous Loizou; Brian Y. Lim; Carina Negreanu; Avital Shulner-Tal; Simone Stumpf (IUI Companion, 2022)

Towards Involving End-users in Interactive Human-in-the-loop AI Fairness. - Yuri Nakao; Simone Stumpf; Subeida Ahmed; Aisha Naseer; Lorenzo Strappelli (CoRR, 2022)

A chronology of SIGCHI conferences: 1983 to 2022. - Neha Kumar 001; Julie A. Adams; Bill Buxton; Linda Candy; Pablo César; Leigh Clark; Benjamin R. Cowan; Anind K. Dey; Phoebe O. Toups Dugas; Ernest A. Edmonds; Michael A. Goodrich; Mark Green 001; et al. (Interactions, 2022)

Toward Involving End-users in Interactive Human-in-the-loop AI Fairness. - Yuri Nakao; Simone Stumpf; Subeida Ahmed; Aisha Naseer; Lorenzo Strappelli (ACM Trans. Interact. Intell. Syst., 2022)

Workshop on Trust and Reliance in AI-Human Teams (TRAIT). - Gagan Bansal; Zana Buçinca; Kenneth Holstein; Jessica Hullman; Alison Marie Smith-Renner; Simone Stumpf; Sherry Wu (CHI Extended Abstracts, 2023)

Human-Centered Responsible Artificial Intelligence: Current & Future Trends. - Mohammad Tahaei; Marios Constantinides; Daniele Quercia; Sean Kennedy; Michael J. Muller; Simone Stumpf; Q. Vera Liao; Ricardo Baeza-Yates; Lora Aroyo; Jess Holbrook; Ewa Luger; Michael Madaio; et al. (CHI Extended Abstracts, 2023)

A Multi-perspective Panel on User-Centred Transparency, Explainability, and Controllability in Automations. - Philippe A. Palanque; Fabio Paternò; Virpi Roto; Albrecht Schmidt 001; Simone Stumpf; Jürgen Ziegler 001 (INTERACT (4), 2023)

Lessons Learned from EXMOS User Studies: A Technical Report Summarizing Key Takeaways from User Studies Conducted to Evaluate The EXMOS Platform. - Aditya Bhattacharya; Simone Stumpf; Lucija Gosak; Gregor Stiglic; Katrien Verbert (CoRR, 2023)

Exploring the Impact of Lay User Feedback for Improving AI Fairness. - Evdoxia Taka; Yuri Nakao; Ryosuke Sonoda; Takuya Yokota; Lin Luo; Simone Stumpf (CoRR, 2023)

Artificial Intelligence Ethics and Trust: From Principles to Practice. - Fang Chen 001; Jianlong Zhou; Andreas Holzinger; Kenneth R. Fleischmann; Simone Stumpf (IEEE Intell. Syst., 2023)

Towards Responsible AI: A Design Space Exploration of Human-Centered Artificial Intelligence User Interfaces to Investigate Fairness. - Yuri Nakao; Lorenzo Strappelli; Simone Stumpf; Aisha Naseer; Daniele Regoli; Giulia Del Gamba (Int. J. Hum. Comput. Interact., 2023)

Investigating Privacy Perceptions and Subjective Acceptance of Eye Tracking on Handheld Mobile Devices. - Noora Alsakar; Yasmeen Abdrabou; Simone Stumpf; Mohamed Khamis (Proc. ACM Hum. Comput. Interact., 2023)

EXMOS: Explanatory Model Steering through Multifaceted Explanations and Data Configurations. - Aditya Bhattacharya; Simone Stumpf; Lucija Gosak; Gregor Stiglic; Katrien Verbert (CHI, 2024)

Implications of Regulations on the Use of AI and Generative AI for Human-Centered Responsible Artificial Intelligence. - Marios Constantinides; Mohammad Tahaei; Daniele Quercia; Simone Stumpf; Michael Madaio; Sean Kennedy; Lauren Wilcox; Jessica Vitak; Henriette Cramer; Edyta Paulina Bogucka; Ricardo Baeza-Yates; Ewa Luger; et al. (CHI Extended Abstracts, 2024)

User Characteristics in Explainable AI: The Rabbit Hole of Personalization? - Robert Nimmo; Marios Constantinides; Ke Zhou 003; Daniele Quercia; Simone Stumpf (CHI, 2024)

An Explanatory Model Steering System for Collaboration between Domain Experts and AI. - Aditya Bhattacharya; Simone Stumpf; Katrien Verbert (UMAP (Adjunct Publication), 2024)

Representation Debiasing of Generated Data Involving Domain Experts. - Aditya Bhattacharya; Simone Stumpf; Katrien Verbert (UMAP (Adjunct Publication), 2024)

The Need for User-centred Assessment of AI Fairness and Correctness. - Simone Stumpf; Evdoxia Taka; Yuri Nakao; Lin Luo; Ryosuke Sonoda; Takuya Yokota (UMAP (Adjunct Publication), 2024)

Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions. - Luca Longo; Mario Brcic; Federico Cabitza; Jaesik Choi; Roberto Confalonieri 001; Javier Del Ser; Riccardo Guidotti; Yoichi Hayashi; Francisco Herrera; Andreas Holzinger; Richard Jiang 001; Hassan Khosravi; et al. (Inf. Fusion, 2024)

Markers of Fibromyalgia: Classification and Subtyping Using Self-reported Measures. - Delnia Alipour; Olga Perepelkina; Simone Stumpf (AIiH (1), 2025)

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems. - Aditya Bhattacharya; Simone Stumpf; Robin De Croon; Katrien Verbert (CHI, 2025)

Engineering Interactive Systems Embedding AI Technologies (3rd workshop on). - Barbara Rita Barricelli; José Creissac Campos; Kris Luyten; Sven Mayer; Philippe A. Palanque; Emanuele Panizzi; Lucio Davide Spano; Simone Stumpf (EICS (Companion), 2025)

Engineering Responsible AI. - Simone Stumpf (EICS (Companion), 2025)

(Un)sustainable Personalities: The Role of Personality When Persuading to Adopt Sustainable Behaviours. - Elena Minucci; Martin Lages; Simone Stumpf (PERSUASIVE, 2025)

EARN Fairness: Explaining, Asking, Reviewing, and Negotiating Artificial Intelligence Fairness Metrics Among Stakeholders. - Lin Luo; Yuri Nakao; Mathieu Chollet; Hiroya Inakoshi; Simone Stumpf (Proc. ACM Hum. Comput. Interact., 2025)

Importance of User Control in Data-Centric Steering for Healthcare Experts. - Aditya Bhattacharya; Simone Stumpf; Katrien Verbert (CoRR, 2025)

Assessing and Mitigating the Privacy Implications of Eye Tracking on Handheld Mobile Devices. - Noora Alsakar; Norah Mohsen T. Alotaibi; Mohamed Khamis; Simone Stumpf (ACM Trans. Priv. Secur., 2025)