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Explanation Modality In Ai Assisted Decision Making Papers

0 papers in the Explanation Modality In Ai Assisted Decision Making research area.

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Explanation Modality In Ai Assisted Decision Making: Research Area — Prolific Citations Library

Discover 1 peer-reviewed study in Explanation Modality In Ai Assisted Decision Making (2024). Explore research findings powered by Prolific's diverse participant panel.

This page lists 1 peer-reviewed paper in the research area of Explanation Modality In Ai Assisted Decision Making in the Prolific Citations Library, a curated collection of research powered by high-quality human data from Prolific.

Papers (1 of 1)

Understanding the Role of Explanation Modality in AI-assisted Decision-making

Authors: V Robbemond, O Inel, U Gadiraju

Year: 2024

Published in: ... of the 30th ACM Conference on ..., 2022 - dl.acm.org

Institution: V Robbemond: Delft University of Technology, O Inel: Delft University of Technology, U Gadiraju: Delft University of Technology

Research Area: Explanation Modality in AI-assisted Decision Making

Discipline: Human-Computer Interaction

The study explores the role of explanation modalities in AI-assisted credibility assessment tasks, finding that combined modalities (text and/or audio with graphics) enhance accuracy, trust, and usability compared to single-modality approaches.

Methods: A between-subjects experiment was conducted with six explanation modalities to evaluate their influence on user performance, trust, and usability in credibility assessments.

Key Findings: The effects of different explanation modalities on decision accuracy, system trust, and usability in an AI-assisted credibility assessment system.

DOI: 10.1145/3503252.3531311

Citations: 47

Sample Size: 375