Exploring The Role of Local and Global Explanations in Recommender
Systems

Exploring The Role of Local and Global Explanations in Recommender Systems

27 September 2021

Marissa Radensky

Kyle Lo

Daniel S. Weld University of Washington

Papers citing "Exploring The Role of Local and Global Explanations in Recommender Systems"

7 / 7 papers shown

Title
Why do explanations fail? A typology and discussion on failures in XAI Clara Bove Thibault Laugel Marie-Jeanne Lesot C. Tijus Marcin Detyniecki 44 2 0 22 May 2024
Can Interpretability Layouts Influence Human Perception of Offensive Sentences? Thiago Freitas dos Santos Nardine Osman Marco Schorlemmer 27 0 0 01 Mar 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 46 1 0 21 Feb 2024
Towards Human-centered Explainable AI: A Survey of User Studies for Model Explanations Yao Rong Tobias Leemann Thai-trang Nguyen Lisa Fiedler Peizhu Qian Vaibhav Unhelkar Tina Seidel Gjergji Kasneci Enkelejda Kasneci ELM 41 92 0 20 Oct 2022
FeedLens: Polymorphic Lenses for Personalizing Exploratory Search over Knowledge Graphs Harmanpreet Kaur Doug Downey Amanpreet Singh Evie (Yu-Yen) Cheng Daniel S. Weld Jonathan Bragg 37 4 0 16 Aug 2022
User Trust on an Explainable AI-based Medical Diagnosis Support System Yao Rong N. Castner Efe Bozkir Enkelejda Kasneci 26 8 0 26 Apr 2022
LIMEADE: From AI Explanations to Advice Taking Benjamin Charles Germain Lee Doug Downey Kyle Lo Daniel S. Weld 121 5 0 09 Mar 2020