Exploring the Effects of Machine Learning Literacy Interventions on Laypeople’s Reliance on Machine Learning Models

Author:

Chiang Chun-Wei1,Yin Ming1

Affiliation:

1. Purdue University, United States

Funder

National Science Foundation

Publisher

ACM

Reference73 articles.

1. [ 1 ] [n. d.]. https://modelcards.withgoogle.com/face-detection [1] [n. d.]. https://modelcards.withgoogle.com/face-detection

2. Amina Adadi and Mohammed Berrada . 2018. Peeking inside the black-box: a survey on explainable artificial intelligence (XAI) . IEEE access 6( 2018 ), 52138–52160. Amina Adadi and Mohammed Berrada. 2018. Peeking inside the black-box: a survey on explainable artificial intelligence (XAI). IEEE access 6(2018), 52138–52160.

3. Julia Angwin , Jeff Larson , Surya Mattu , and Lauren Kirchner . 2016. Machine Bias. ProPublica ( 2016 ). URL : https://www. propublica. org/article/machine-bias-risk-asses sments-in-criminal-sentencing(2016). Julia Angwin, Jeff Larson, Surya Mattu, and Lauren Kirchner. 2016. Machine Bias. ProPublica (2016). URL: https://www. propublica. org/article/machine-bias-risk-asses sments-in-criminal-sentencing(2016).

4. AI-Assisted Human Labeling

5. Professional education in the sandbox: Hazard, perceived risk, acceptable risk

Cited by 17 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. Explainability for Transparent Conversational Information-Seeking;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

2. Dealing with Uncertainty: Understanding the Impact of Prognostic Versus Diagnostic Tasks on Trust and Reliance in Human-AI Decision Making;Proceedings of the CHI Conference on Human Factors in Computing Systems;2024-05-11

3. Does More Advice Help? The Effects of Second Opinions in AI-Assisted Decision Making;Proceedings of the ACM on Human-Computer Interaction;2024-04-17

4. Take It, Leave It, or Fix It: Measuring Productivity and Trust in Human-AI Collaboration;Proceedings of the 29th International Conference on Intelligent User Interfaces;2024-03-18

5. Enhancing AI-Assisted Group Decision Making through LLM-Powered Devil's Advocate;Proceedings of the 29th International Conference on Intelligent User Interfaces;2024-03-18

同舟云学术

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