Question-Driven Design Process for Explainable AI User Experiences

Question-Driven Design Process for Explainable AI User Experiences

8 April 2021

Papers citing "Question-Driven Design Process for Explainable AI User Experiences"

12 / 12 papers shown

Title
Explainable AI-Based Interface System for Weather Forecasting Model Soyeon Kim Junho Choi Yeji Choi Subeen Lee Artyom Stitsyuk Minkyoung Park Seongyeop Jeong Youhyun Baek Jaesik Choi XAI 48 2 0 01 Apr 2025
Output Scouting: Auditing Large Language Models for Catastrophic Responses Andrew Bell João Fonseca KELM 51 1 0 04 Oct 2024
Explainable AI Reloaded: Challenging the XAI Status Quo in the Era of Large Language Models Upol Ehsan Mark O. Riedl 25 2 0 09 Aug 2024
Responsible AI Question Bank: A Comprehensive Tool for AI Risk Assessment Sung Une Lee Harsha Perera Yue Liu Boming Xia Qinghua Lu Liming Zhu Olivier Salvado Jon Whittle 19 1 0 02 Aug 2024
I-CEE: Tailoring Explanations of Image Classification Models to User Expertise Yao Rong Peizhu Qian Vaibhav Unhelkar Enkelejda Kasneci 34 0 0 19 Dec 2023
Towards a Comprehensive Human-Centred Evaluation Framework for Explainable AI Ivania Donoso-Guzmán Jeroen Ooge Denis Parra K. Verbert 45 6 0 31 Jul 2023
Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience Q. V. Liao Hariharan Subramonyam Jennifer Wang Jennifer Wortman Vaughan HAI 33 58 0 21 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 18 57 0 01 Feb 2023
Explainable AI for Bioinformatics: Methods, Tools, and Applications Md. Rezaul Karim Tanhim Islam Oya Beyan Christoph Lange Michael Cochez Dietrich-Rebholz Schuhmann Stefan Decker 29 68 0 25 Dec 2022
Mediators: Conversational Agents Explaining NLP Model Behavior Nils Feldhus A. Ravichandran Sebastian Möller 30 16 0 13 Jun 2022
Towards a Roadmap on Software Engineering for Responsible AI Qinghua Lu Liming Zhu Xiwei Xu Jon Whittle Zhenchang Xing 28 53 0 09 Mar 2022
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 251 3,684 0 28 Feb 2017