Predicting personality or prejudice? Facial inference in the age of artificial intelligence

Facial inference, a cornerstone of person perception, has traditionally been studied through human judgments about personality traits and abilities based on people's faces. Recent advances in artificial intelligence (AI) have introduced new dimensions to this field, employing machine learning a...

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Main Authors: MADAN, Shilpa, PARK, Gayoung
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
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Online Access:https://ink.library.smu.edu.sg/lkcsb_research/7511
https://ink.library.smu.edu.sg/context/lkcsb_research/article/8510/viewcontent/Madan__Park__2024__AAM.pdf
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spelling sg-smu-ink.lkcsb_research-85102024-08-20T05:15:25Z Predicting personality or prejudice? Facial inference in the age of artificial intelligence MADAN, Shilpa PARK, Gayoung Facial inference, a cornerstone of person perception, has traditionally been studied through human judgments about personality traits and abilities based on people's faces. Recent advances in artificial intelligence (AI) have introduced new dimensions to this field, employing machine learning algorithms to reveal people's character, capabilities, and social outcomes based just on their faces. This review examines recent research on human and AI-based facial inference across psychology, business, computer science, legal, and policy studies to highlight the need for scientific consensus on whether or not people's faces can reveal their inner traits, and urges researchers to address the critical concerns around epistemic validity, practical relevance, and societal welfare before recommending AI-based facial inference for consequential uses. 2024-08-01T07:00:00Z text application/pdf https://ink.library.smu.edu.sg/lkcsb_research/7511 info:doi/10.1016/j.copsyc.2024.101815 https://ink.library.smu.edu.sg/context/lkcsb_research/article/8510/viewcontent/Madan__Park__2024__AAM.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection Lee Kong Chian School Of Business eng Institutional Knowledge at Singapore Management University facial inference facial profiling artificial intelligence machine learning bias privacy Artificial Intelligence and Robotics Marketing Organizational Behavior and Theory
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic facial inference
facial profiling
artificial intelligence
machine learning
bias
privacy
Artificial Intelligence and Robotics
Marketing
Organizational Behavior and Theory
spellingShingle facial inference
facial profiling
artificial intelligence
machine learning
bias
privacy
Artificial Intelligence and Robotics
Marketing
Organizational Behavior and Theory
MADAN, Shilpa
PARK, Gayoung
Predicting personality or prejudice? Facial inference in the age of artificial intelligence
description Facial inference, a cornerstone of person perception, has traditionally been studied through human judgments about personality traits and abilities based on people's faces. Recent advances in artificial intelligence (AI) have introduced new dimensions to this field, employing machine learning algorithms to reveal people's character, capabilities, and social outcomes based just on their faces. This review examines recent research on human and AI-based facial inference across psychology, business, computer science, legal, and policy studies to highlight the need for scientific consensus on whether or not people's faces can reveal their inner traits, and urges researchers to address the critical concerns around epistemic validity, practical relevance, and societal welfare before recommending AI-based facial inference for consequential uses.
format text
author MADAN, Shilpa
PARK, Gayoung
author_facet MADAN, Shilpa
PARK, Gayoung
author_sort MADAN, Shilpa
title Predicting personality or prejudice? Facial inference in the age of artificial intelligence
title_short Predicting personality or prejudice? Facial inference in the age of artificial intelligence
title_full Predicting personality or prejudice? Facial inference in the age of artificial intelligence
title_fullStr Predicting personality or prejudice? Facial inference in the age of artificial intelligence
title_full_unstemmed Predicting personality or prejudice? Facial inference in the age of artificial intelligence
title_sort predicting personality or prejudice? facial inference in the age of artificial intelligence
publisher Institutional Knowledge at Singapore Management University
publishDate 2024
url https://ink.library.smu.edu.sg/lkcsb_research/7511
https://ink.library.smu.edu.sg/context/lkcsb_research/article/8510/viewcontent/Madan__Park__2024__AAM.pdf
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