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Cognitive psychology-based artificial intelligence review
Most of the current development of artificial intelligence is based on brain cognition, however, this replication of biology cannot simulate the subjective emotional and mental state changes of human beings. Due to the imperfections of existing artificial intelligence, this manuscript summarizes and...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9582153/ https://www.ncbi.nlm.nih.gov/pubmed/36278021 http://dx.doi.org/10.3389/fnins.2022.1024316 |
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author | Zhao, Jian Wu, Mengqing Zhou, Liyun Wang, Xuezhu Jia, Jian |
author_facet | Zhao, Jian Wu, Mengqing Zhou, Liyun Wang, Xuezhu Jia, Jian |
author_sort | Zhao, Jian |
collection | PubMed |
description | Most of the current development of artificial intelligence is based on brain cognition, however, this replication of biology cannot simulate the subjective emotional and mental state changes of human beings. Due to the imperfections of existing artificial intelligence, this manuscript summarizes and clarifies that artificial intelligence system combined with cognitive psychology is the research direction of artificial intelligence. It aims to promote the development of artificial intelligence and give computers human advanced cognitive abilities, so that computers can recognize emotions, understand human feelings, and eventually achieve dialog and empathy with humans and other artificial intelligence. This paper emphasizes the development potential and importance of artificial intelligence to understand, possess and discriminate human mental states, and argues its application value with three typical application examples of human–computer interaction: face attraction, affective computing, and music emotion, which is conducive to the further and higher level of artificial intelligence research. |
format | Online Article Text |
id | pubmed-9582153 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95821532022-10-21 Cognitive psychology-based artificial intelligence review Zhao, Jian Wu, Mengqing Zhou, Liyun Wang, Xuezhu Jia, Jian Front Neurosci Neuroscience Most of the current development of artificial intelligence is based on brain cognition, however, this replication of biology cannot simulate the subjective emotional and mental state changes of human beings. Due to the imperfections of existing artificial intelligence, this manuscript summarizes and clarifies that artificial intelligence system combined with cognitive psychology is the research direction of artificial intelligence. It aims to promote the development of artificial intelligence and give computers human advanced cognitive abilities, so that computers can recognize emotions, understand human feelings, and eventually achieve dialog and empathy with humans and other artificial intelligence. This paper emphasizes the development potential and importance of artificial intelligence to understand, possess and discriminate human mental states, and argues its application value with three typical application examples of human–computer interaction: face attraction, affective computing, and music emotion, which is conducive to the further and higher level of artificial intelligence research. Frontiers Media S.A. 2022-10-06 /pmc/articles/PMC9582153/ /pubmed/36278021 http://dx.doi.org/10.3389/fnins.2022.1024316 Text en Copyright © 2022 Zhao, Wu, Zhou, Wang and Jia. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Zhao, Jian Wu, Mengqing Zhou, Liyun Wang, Xuezhu Jia, Jian Cognitive psychology-based artificial intelligence review |
title | Cognitive psychology-based artificial intelligence review |
title_full | Cognitive psychology-based artificial intelligence review |
title_fullStr | Cognitive psychology-based artificial intelligence review |
title_full_unstemmed | Cognitive psychology-based artificial intelligence review |
title_short | Cognitive psychology-based artificial intelligence review |
title_sort | cognitive psychology-based artificial intelligence review |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9582153/ https://www.ncbi.nlm.nih.gov/pubmed/36278021 http://dx.doi.org/10.3389/fnins.2022.1024316 |
work_keys_str_mv | AT zhaojian cognitivepsychologybasedartificialintelligencereview AT wumengqing cognitivepsychologybasedartificialintelligencereview AT zhouliyun cognitivepsychologybasedartificialintelligencereview AT wangxuezhu cognitivepsychologybasedartificialintelligencereview AT jiajian cognitivepsychologybasedartificialintelligencereview |