Are we measuring trust correctly in explainability, interpretability, and transparency research?

31 August 2022

Papers citing "Are we measuring trust correctly in explainability, interpretability, and transparency research?"

11 / 11 papers shown

Title
"I think you need help! Here's why": Understanding the Effect of Explanations on Automatic Facial Expression Recognition Sanjeev Nahulanthran Mor Vered Leimin Tian Dana Kulić 18 0 0 13 Oct 2024
Collaborative human-AI trust (CHAI-T): A process framework for active management of trust in human-AI collaboration Melanie Mcgrath Andreas Duenser Justine Lacey Cecile Paris 20 4 0 02 Apr 2024
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 29 5 0 04 Dec 2023
Measuring Perceived Trust in XAI-Assisted Decision-Making by Eliciting a Mental Model Mohsen Abbaspour Onari Isel Grau M. S. Nobile Yingqian Zhang 21 1 0 15 Jul 2023
Visualization for Recommendation Explainability: A Survey and New Perspectives Mohamed Amine Chatti Mouadh Guesmi Arham Muslim XAI HAI LRM 33 5 0 19 May 2023
Humans, AI, and Context: Understanding End-Users' Trust in a Real-World Computer Vision Application Sunnie S. Y. Kim E. A. Watkins Olga Russakovsky Ruth C. Fong Andrés Monroy-Hernández 32 26 0 15 May 2023
Trust and Transparency in Recommender Systems Clara Siepmann Mohamed Amine Chatti 21 3 0 17 Apr 2023
GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations Tobias Huber Maximilian Demmler Silvan Mertes Matthew Lyle Olson Elisabeth André 14 14 0 24 Feb 2023
Experiential Explanations for Reinforcement Learning Amal Alabdulkarim Madhuri Singh Gennie Mansi Kaely Hall Mark O. Riedl Mark O. Riedl OffRL 38 3 0 10 Oct 2022
"Help Me Help the AI": Understanding How Explainability Can Support Human-AI Interaction Sunnie S. Y. Kim E. A. Watkins Olga Russakovsky Ruth C. Fong Andrés Monroy-Hernández 38 108 0 02 Oct 2022
Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI Alon Jacovi Ana Marasović Tim Miller Yoav Goldberg 255 426 0 15 Oct 2020