Papers citing 'Human-Centered Explainable AI (XAI): From Algorithms to User Experiences'

Title
User Characteristics in Explainable AI: The Rabbit Hole of Personalization? Robert Nimmo Marios Constantinides Ke Zhou Daniele Quercia Simone Stumpf 145 21 0 29 Feb 2024
What is the focus of XAI in UI design? Prioritizing UI design principles for enhancing XAI user experience Dian Lei Yao He Jianyou Zeng 357 3 0 21 Feb 2024
SmartEx: A Framework for Generating User-Centric Explanations in Smart Environments Mersedeh Sadeghi Lars Herbold Max Unterbusch Andreas Vogelsang 178 10 0 20 Feb 2024
Design, Development, and Deployment of Context-Adaptive AI Systems for Enhanced End-User Adoption Christine P. Lee 141 9 0 24 Jan 2024
Towards a Non-Ideal Methodological Framework for Responsible MLInternational Conference on Human Factors in Computing Systems (CHI), 2024 Ramaravind Kommiya Mothilal Shion Guha Syed Ishtiaque Ahmed 252 12 0 20 Jan 2024
Unpacking Human-AI interactions: From interaction primitives to a design space Konstantinos Tsiakas Dave Murray-Rust 142 13 0 10 Jan 2024
Towards Directive Explanations: Crafting Explainable AI Systems for Actionable Human-AI Interactions Aditya Bhattacharya 183 10 0 29 Dec 2023
I-CEE: Tailoring Explanations of Image Classification Models to User Expertise Yao Rong Peizhu Qian Vaibhav Unhelkar Enkelejda Kasneci 349 1 0 19 Dec 2023
Trust, distrust, and appropriate reliance in (X)AI: a survey of empirical evaluation of user trust Roel W. Visser Tobias M. Peters Ingrid Scharlau Barbara Hammer 156 9 0 04 Dec 2023
Survey on AI Ethics: A Socio-technical PerspectiveInternational Conference on Climate Informatics (ICCI), 2023 Dave Mbiazi Meghana Bhange Maryam Babaei Ivaxi Sheth Patrik Kenfack Samira Ebrahimi Kahou 375 9 0 28 Nov 2023
What Lies Beneath? Exploring the Impact of Underlying AI Model Updates in AI-Infused Systems Vikram Mohanty Jude Lim Kurt Luther 130 1 0 17 Nov 2023
Human-Centered Evaluation of XAI Methods Karam Dawoud Wojciech Samek Peter Eisert Sebastian Lapuschkin Sebastian Bosse 137 6 0 11 Oct 2023
May I Ask a Follow-up Question? Understanding the Benefits of Conversations in Neural Network ExplainabilityInternational journal of human computer interactions (IJHCI), 2023 Tong Zhang Xiaoyu Yang Boyang Albert Li 231 4 0 25 Sep 2023
How Do Analysts Understand and Verify AI-Assisted Data Analyses?International Conference on Human Factors in Computing Systems (CHI), 2023 Ken Gu Ruoxi Shang Tim Althoff Chenglong Wang Steven Drucker AAML 248 38 0 19 Sep 2023
Learning by Self-Explaining Wolfgang Stammer Felix Friedrich David Steinmann Manuel Brack Hikaru Shindo Kristian Kersting 395 15 0 15 Sep 2023
Human-Machine Co-Creativity with Older Adults -- A Learning Community to Study Explainable Dialogues Marianne Bossema Rob Saunders S. B. Allouch 107 1 0 13 Sep 2023
User-centric AIGC products: Explainable Artificial Intelligence and AIGC products Hanjie Yu Yan Dong Qiong Wu 42 8 0 19 Aug 2023
FINER: Enhancing State-of-the-art Classifiers with Feature Attribution to Facilitate Security AnalysisConference on Computer and Communications Security (CCS), 2023 Yiling He Jian Lou Zhan Qin Kui Ren FAtt AAML 156 15 0 10 Aug 2023
Towards a Comprehensive Human-Centred Evaluation Framework for Explainable AI Ivania Donoso-Guzmán Jeroen Ooge Denis Parra K. Verbert 144 10 0 31 Jul 2023
RAI Guidelines: Method for Generating Responsible AI Guidelines Grounded in Regulations and Usable by (Non-)Technical Roles Marios Constantinides Edyta Bogucka Daniele Quercia Susanna Kallio Mohammad Tahaei 166 22 0 27 Jul 2023
The Impact of Imperfect XAI on Human-AI Decision-Making Katelyn Morrison Philipp Spitzer Violet Turri Michelle C. Feng Niklas Kühl Adam Perer 262 55 0 25 Jul 2023
Identifying Explanation Needs of End-users: Applying and Extending the XAI Question BankMessage Understanding Conference (MUC), 2023 Lars Sipos Ulrike Schäfer Katrin Glinka Claudia Muller-Birn 131 13 0 18 Jul 2023
Interactive Explanation with Varying Level of Details in an Explainable Scientific Literature Recommender SystemInternational journal of human computer interactions (IJHCI), 2023 Mouadh Guesmi Mohamed Amine Chatti Shoeb Joarder Qurat Ul Ain R. Alatrash Clara Siepmann Tannaz Vahidi 185 19 0 09 Jun 2023
Dear XAI Community, We Need to Talk! Fundamental Misconceptions in Current XAI Research Timo Freiesleben Gunnar Konig 133 27 0 07 Jun 2023
Encoding Time-Series Explanations through Self-Supervised Model Behavior ConsistencyNeural Information Processing Systems (NeurIPS), 2023 Owen Queen Thomas Hartvigsen Teddy Koker Huan He Theodoros Tsiligkaridis Marinka Zitnik AI4TS 270 33 0 03 Jun 2023
A Survey on Explainability of Graph Neural NetworksIEEE Data Engineering Bulletin (IEEE Data Eng. Bull.), 2023 Jaykumar Kakkad Jaspal Jannu Kartik Sharma Charu C. Aggarwal Sourav Medya 165 52 0 02 Jun 2023
AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap Q. V. Liao J. Vaughan 267 219 0 02 Jun 2023
Rethinking Model Evaluation as Narrowing the Socio-Technical Gap Q. V. Liao Ziang Xiao ALM ELM 590 50 0 01 Jun 2023
Technical Understanding from IML Hands-on Experience: A Study through a Public Event for Science Museum VisitorsInteracting with computers (IWC), 2023 Wataru Kawabe Yuri Nakao Akihisa Shitara Yusuke Sugano 227 1 0 10 May 2023
Impact Of Explainable AI On Cognitive Load: Insights From An Empirical StudyEuropean Conference on Information Systems (ECIS), 2023 L. Herm 130 29 0 18 Apr 2023
Why is plausibility surprisingly problematic as an XAI criterion? Weina Jin Xiaoxiao Li Ghassan Hamarneh 307 10 0 30 Mar 2023
XAIR: A Framework of Explainable AI in Augmented RealityInternational Conference on Human Factors in Computing Systems (CHI), 2023 Xuhai Xu Anna Yu Tanya R. Jonker Kashyap Todi Feiyu Lu ... Narine Kokhlikyan Fulton Wang P. Sorenson Sophie Kahyun Kim Hrvoje Benko 130 76 0 28 Mar 2023
Explainable AI is Dead, Long Live Explainable AI! Hypothesis-driven decision supportConference on Fairness, Accountability and Transparency (FAccT), 2023 Tim Miller 329 156 0 24 Feb 2023
Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User ExperienceInternational Conference on Human Factors in Computing Systems (CHI), 2023 Q. V. Liao Hariharan Subramonyam Jennifer Wang Jennifer Wortman Vaughan HAI 206 77 0 21 Feb 2023
Competent but Rigid: Identifying the Gap in Empowering AI to Participate Equally in Group Decision-MakingInternational Conference on Human Factors in Computing Systems (CHI), 2023 Chengbo Zheng Yuheng Wu Chuhan Shi Shuai Ma Jiehui Luo Xiaojuan Ma 162 31 0 17 Feb 2023
Human-Centered Responsible Artificial Intelligence: Current & Future Trends Mohammad Tahaei Marios Constantinides Daniele Quercia Sean M. Kennedy Michael J. Muller ... Michael A. Madaio Ilana Golbin Blumenfeld Maria De-Arteaga Jessica Vitak Alexandra Olteanu AI4TS 140 53 0 16 Feb 2023
A Case Study on Designing Evaluations of ML Explanations with Simulated User Studies Ada Martin Valerie Chen Sérgio Jesus Pedro Saleiro 107 2 0 15 Feb 2023
Invisible Users: Uncovering End-Users' Requirements for Explainable AI via Explanation Forms and Goals Weina Jin Jianyu Fan D. Gromala Philippe Pasquier Ghassan Hamarneh 215 9 0 10 Feb 2023
A Systematic Literature Review of Human-Centered, Ethical, and Responsible AI Mohammad Tahaei Marios Constantinides Daniele Quercia Michael J. Muller AI4TS 207 15 0 10 Feb 2023
Charting the Sociotechnical Gap in Explainable AI: A Framework to Address the Gap in XAI Upol Ehsan Koustuv Saha M. D. Choudhury Mark O. Riedl 228 72 0 01 Feb 2023
Knowing About Knowing: An Illusion of Human Competence Can Hinder Appropriate Reliance on AI SystemsInternational Conference on Human Factors in Computing Systems (CHI), 2023 Gaole He L. Kuiper U. Gadiraju 165 77 0 25 Jan 2023
Selective Explanations: Leveraging Human Input to Align Explainable AI Vivian Lai Yiming Zhang Chacha Chen Q. V. Liao Chenhao Tan 307 55 0 23 Jan 2023
Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations Valerie Chen Q. V. Liao Jennifer Wortman Vaughan Gagan Bansal 478 145 0 18 Jan 2023
Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-MakingInternational Conference on Human Factors in Computing Systems (CHI), 2023 Shuai Ma Ying Lei Xinru Wang Chengbo Zheng Chuhan Shi Ming Yin Xiaojuan Ma 185 130 0 14 Jan 2023
Context-dependent Explainability and Contestability for Trustworthy Medical Artificial Intelligence: Misclassification Identification of Morbidity Recognition Models in Preterm Infants Isil Guzey Ozlem Ucar N. A. Çiftdemir B. Acunaş 225 2 0 17 Dec 2022
Towards Better User Requirements: How to Involve Human Participants in XAI Research Thu Nguyen Jichen Zhu 98 4 0 06 Dec 2022
Seamful XAI: Operationalizing Seamful Design in Explainable AI Upol Ehsan Q. V. Liao Samir Passi Mark O. Riedl Hal Daumé 203 34 0 12 Nov 2022
Explainable Artificial Intelligence: Precepts, Methods, and Opportunities for Research in ConstructionAdvanced Engineering Informatics (AEI), 2022 Peter E. D. Love Weili Fang J. Matthews Stuart Porter Hanbin Luo L. Ding XAI 168 10 0 12 Nov 2022
Social Construction of XAI: Do We Need One Definition to Rule Them All? Upol Ehsan Mark O. Riedl 90 10 0 11 Nov 2022
Secure and Trustworthy Artificial Intelligence-Extended Reality (AI-XR) for MetaversesACM Computing Surveys (ACM CSUR), 2022 Adnan Qayyum M. A. Butt Hassan Ali Muhammad Usman O. Halabi Ala I. Al-Fuqaha Q. Abbasi Muhammad Ali Imran Junaid Qadir 207 51 0 24 Oct 2022