Interactive example-based explanations to improve health professionals’ onboarding with AI for human-AI collaborative decision making

• Main Authors: LEE, Min Hun, NG, Renee Bao Xuan, CHOO, Silvana Xinyi, THILARAJAH, Shamala
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: Human-AI collaborative decision-making; AI assisted decision-making; Decision support system; Example-based explanations; Artificial Intelligence and Robotics
• Online Access: https://ink.library.smu.edu.sg/sis_research/9689; https://ink.library.smu.edu.sg/context/sis_research/article/10689/viewcontent/FAIA_392_FAIA241044.pdf
• Institution: Singapore Management University

A growing research explores the usage of AI explanations on user’s decision phases for human-AI collaborative decision-making. However, previous studies found the issues of overreliance on ‘wrong’ AI outputs. In this paper, we propose interactive example-based explanations to improve health professi...