Are Two Heads Better Than One in AI-Assisted Decision Making? Comparing the Behavior and Performance of Groups and Individuals in Human-AI Collaborative Recidivism Risk Assessment-Reference-Cited by-同舟云学术

Are Two Heads Better Than One in AI-Assisted Decision Making? Comparing the Behavior and Performance of Groups and Individuals in Human-AI Collaborative Recidivism Risk Assessment

Published:2023-04-19 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems
language:
Short-container-title:

Author:

Chiang Chun-Wei¹^ORCID,Lu Zhuoran²^ORCID,Li Zhuoyan³^ORCID,Yin Ming³^ORCID

Affiliation:

1. Computer Sciences, Purdue University, United States

2. Computer Science, Purdue University, United States

3. Purdue university, United States

Funder

National Science Foundation

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3544548.3581015

Reference132 articles.

1. Task complexity moderates group synergy

2. 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).

3. Alejandro Barredo Arrieta Natalia Díaz-Rodríguez Javier Del Ser Adrien Bennetot Siham Tabik Alberto Barbado Salvador García Sergio Gil-López Daniel Molina Richard Benjamins 2020. Explainable Artificial Intelligence (XAI): Concepts taxonomies opportunities and challenges toward responsible AI. Information fusion 58(2020) 82–115. Alejandro Barredo Arrieta Natalia Díaz-Rodríguez Javier Del Ser Adrien Bennetot Siham Tabik Alberto Barbado Salvador García Sergio Gil-López Daniel Molina Richard Benjamins 2020. Explainable Artificial Intelligence (XAI): Concepts taxonomies opportunities and challenges toward responsible AI. Information fusion 58(2020) 82–115.

4. AI-Assisted Human Labeling

5. Bahador Bahrami , Karsten Olsen , Peter E Latham , Andreas Roepstorff , Geraint Rees , and Chris D Frith . 2010. Optimally interacting minds. Science 329, 5995 ( 2010 ), 1081–1085. Bahador Bahrami, Karsten Olsen, Peter E Latham, Andreas Roepstorff, Geraint Rees, and Chris D Frith. 2010. Optimally interacting minds. Science 329, 5995 (2010), 1081–1085.

Cited by 2 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. A Literature Review of Human–AI Synergy in Decision Making: From the Perspective of Affordance Actualization Theory;Systems;2023-08-25

2. Ethics and Trustworthiness of AI for Predicting the Risk of Recidivism: A Systematic Literature Review;Information;2023-07-27