The Value of Measuring Trust in AI - A Socio-Technical System
Perspective

The Value of Measuring Trust in AI - A Socio-Technical System Perspective

28 April 2022

Suzanne Tolmeijer

Andrea Ferrario

ArXiv (abs)PDF HTML

Papers citing "The Value of Measuring Trust in AI - A Socio-Technical System Perspective"

16 / 16 papers shown

Title
Limits of trust in medical AI Joshua Hatherley 99 134 0 20 Mar 2025
Roadmap of Designing Cognitive Metrics for Explainable Artificial Intelligence (XAI) J. H. Hsiao H. Ngai Luyu Qiu Yi Yang Caleb Chen Cao XAI 70 27 0 20 Jul 2021
Can You Trust Your Trust Measure? Meia Chita-Tegmark Theresa Law Nicholas Rabb matthias. scheutz 49 72 0 23 Apr 2021
Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI Alon Jacovi Ana Marasović Tim Miller Yoav Goldberg 315 447 0 15 Oct 2020
Measure Utility, Gain Trust: Practical Advice for XAI Researcher B. Pierson M. Glenski William I. N. Sealy Dustin L. Arendt 53 28 0 27 Sep 2020
Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance Gagan Bansal Tongshuang Wu Joyce Zhou Raymond Fok Besmira Nushi Ece Kamar Marco Tulio Ribeiro Daniel S. Weld 101 602 0 26 Jun 2020
Interacting with Explanations through Critiquing Diego Antognini C. Musat Boi Faltings 57 22 0 22 May 2020
The relationship between trust in AI and trustworthy machine learning technologies Ehsan Toreini Mhairi Aitken Kovila P. L. Coopamootoo Karen Elliott Carlos Vladimiro Gonzalez Zelaya Aad van Moorsel FaML 73 260 0 27 Nov 2019
"How do I fool you?": Manipulating User Trust via Misleading Black Box Explanations Himabindu Lakkaraju Osbert Bastani 79 258 0 15 Nov 2019
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI Alejandro Barredo Arrieta Natalia Díaz Rodríguez Javier Del Ser Adrien Bennetot Siham Tabik ... S. Gil-Lopez Daniel Molina Richard Benjamins Raja Chatila Francisco Herrera XAI 135 6,321 0 22 Oct 2019
Why Does My Model Fail? Contrastive Local Explanations for Retail Forecasting Ana Lucic H. Haned Maarten de Rijke 68 64 0 17 Jul 2019
Unremarkable AI: Fitting Intelligent Decision Support into Critical, Clinical Decision-Making Processes Qian Yang Aaron Steinfeld John Zimmerman 55 238 0 21 Apr 2019
Metrics for Explainable AI: Challenges and Prospects R. Hoffman Shane T. Mueller Gary Klein Jordan Litman XAI 96 730 0 11 Dec 2018
Interpretable & Explorable Approximations of Black Box Models Himabindu Lakkaraju Ece Kamar R. Caruana J. Leskovec FAtt 79 254 0 04 Jul 2017
Explanation in Artificial Intelligence: Insights from the Social Sciences Tim Miller XAI 259 4,287 0 22 Jun 2017
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.2K 17,071 0 16 Feb 2016

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