Mitigating knowledge imbalance in AI-advised decision-making through collaborative user involvement
Author:
Funder
National Science Foundation
Publisher
Elsevier BV
Subject
Hardware and Architecture,Human-Computer Interaction,General Engineering,Education,Human Factors and Ergonomics,Software
Reference57 articles.
1. Power to the people: The role of humans in interactive machine learning;Amershi;AI Mag.,2014
2. Fairness and explanation in AI-informed decision making;Angerschmid;Mach. Learn. Knowl. Extr.,2022
3. Bansal, Gagan, Nushi, Besmira, Kamar, Ece, Lasecki, Walter S., Weld, Daniel S., Horvitz, Eric, 2019a. Beyond accuracy: The role of mental models in human-AI team performance. In: Proceedings of the AAAI Conference on Human Computation and Crowdsourcing, Vol. 7. pp. 2–11.
4. Bansal, Gagan, Nushi, Besmira, Kamar, Ece, Weld, Daniel S., Lasecki, Walter S., Horvitz, Eric, 2019b. Updates in human-AI teams: Understanding and addressing the performance/compatibility tradeoff. In: Proceedings of the AAAI Conference on Artificial Intelligence, Vol. 33. pp. 2429–2437.
5. Bansal, Gagan, Wu, Tongshuang, Zhou, Joyce, Fok, Raymond, Nushi, Besmira, Kamar, Ece, Ribeiro, Marco Tulio, Weld, Daniel, 2021. Does the whole exceed its parts? The effect of AI explanations on complementary team performance. In: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. pp. 1–16.
Cited by 13 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. An integrative review exploring the development of sustainable product design in the technological context of Industry 4.0;Advanced Engineering Informatics;2024-10
2. Explainable AI decision support improves accuracy during telehealth strep throat screening;Communications Medicine;2024-07-24
3. Towards Feature Engineering with Human and AI’s Knowledge: Understanding Data Science Practitioners’ Perceptions in Human&AI-Assisted Feature Engineering Design;Designing Interactive Systems Conference;2024-07
4. The precursors of AI adoption in business: Towards an efficient decision-making and functional performance;International Journal of Information Management;2024-04
5. Designing Collaborative Intelligence Systems for Employee-AI Service Co-Production;Journal of Service Research;2024-03-18
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3