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On the Impact of Explanations on Understanding of Algorithmic
  Decision-Making
v1v2v3 (latest)

On the Impact of Explanations on Understanding of Algorithmic Decision-Making

Conference on Fairness, Accountability and Transparency (FAccT), 2023
16 February 2023
Timothée Schmude
Laura M. Koesten
Torsten Moller
Sebastian Tschiatschek
ArXiv (abs)PDFHTML

Papers citing "On the Impact of Explanations on Understanding of Algorithmic Decision-Making"

8 / 8 papers shown
Who Benefits from AI Explanations? Towards Accessible and Interpretable Systems
Who Benefits from AI Explanations? Towards Accessible and Interpretable Systems
Maria J. P. Peixoto
Akriti Pandey
Ahsan Zaman
Peter R. Lewis
80
0
0
14 Aug 2025
Is Conversational XAI All You Need? Human-AI Decision Making With a Conversational XAI Assistant
Is Conversational XAI All You Need? Human-AI Decision Making With a Conversational XAI AssistantInternational Conference on Intelligent User Interfaces (IUI), 2025
Gaole He
Nilay Aishwarya
U. Gadiraju
348
29
0
29 Jan 2025
Exploring the Effect of Explanation Content and Format on User Comprehension and Trust in Healthcare
Exploring the Effect of Explanation Content and Format on User Comprehension and Trust in Healthcare
Antonio Rago
Bence Palfi
Purin Sukpanichnant
Hannibal Nabli
Kavyesh Vivek
Olga Kostopoulou
James Kinross
Francesca Toni
404
3
0
30 Aug 2024
Why do explanations fail? A typology and discussion on failures in XAI
Why do explanations fail? A typology and discussion on failures in XAI
Clara Bove
Thibault Laugel
Marie-Jeanne Lesot
C. Tijus
Marcin Detyniecki
264
8
0
22 May 2024
Mapping the Potential of Explainable AI for Fairness Along the AI
  Lifecycle
Mapping the Potential of Explainable AI for Fairness Along the AI Lifecycle
Luca Deck
Astrid Schomacker
Timo Speith
Jakob Schöffer
Lena Kästner
Niklas Kühl
412
4
0
29 Apr 2024
Information That Matters: Exploring Information Needs of People Affected
  by Algorithmic Decisions
Information That Matters: Exploring Information Needs of People Affected by Algorithmic Decisions
Timothée Schmude
Laura M. Koesten
Torsten Moller
Sebastian Tschiatschek
225
4
0
24 Jan 2024
Towards Explainable Artificial Intelligence (XAI): A Data Mining
  Perspective
Towards Explainable Artificial Intelligence (XAI): A Data Mining Perspective
Haoyi Xiong
Xuhong Li
Xiaofei Zhang
Jiamin Chen
Xinhao Sun
Yuchen Li
Zeyi Sun
Jundong Li
XAI
371
13
0
09 Jan 2024
Applying Interdisciplinary Frameworks to Understand Algorithmic
  Decision-Making
Applying Interdisciplinary Frameworks to Understand Algorithmic Decision-Making
Timothée Schmude
Laura M. Koesten
Torsten Moller
Sebastian Tschiatschek
136
1
0
26 May 2023
1