The relevance of universal metrics in relation to human aesthetic perception

A computational aesthetics model developed for the game of international chess showed a good and positive correlation with human player aesthetic assessment. The unique approach taken here suggests that, in addition to things like personal taste and environmental factors, humans also likely assess b...

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Main Author: Iqbal A.
Other Authors: 14012935800
Format: Conference paper
Published: 2023
Subjects:
Art
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id my.uniten.dspace-30602
record_format dspace
spelling my.uniten.dspace-306022023-12-29T15:50:06Z The relevance of universal metrics in relation to human aesthetic perception Iqbal A. 14012935800 Aesthetics Art Artificial intelligence Chess Metrics Perception Aesthetics Art Chess Metrics Perception Artificial intelligence A computational aesthetics model developed for the game of international chess showed a good and positive correlation with human player aesthetic assessment. The unique approach taken here suggests that, in addition to things like personal taste and environmental factors, humans also likely assess beauty based on 'universal metrics' within the domain itself. From the standpoint of artificial intelligence (AI), this means that weights for aesthetic features need not, for example, be determined by analyzing a particular data set of aestheticallyrated objects, or through consultation with human experts. Instead, certain metrics can be used as 'building blocks' to formalize aesthetic principles or features in a logical and dynamic way. This is arguably an improvement over existing methods. The aesthetics model developed is explained and relevant experimental results are presented. The importance of universal metrics in the aesthetics of chess and other domains is also explored. Final 2023-12-29T07:50:06Z 2023-12-29T07:50:06Z 2010 Conference paper 10.1109/ICIAS.2010.5716144 2-s2.0-79952749561 https://www.scopus.com/inward/record.uri?eid=2-s2.0-79952749561&doi=10.1109%2fICIAS.2010.5716144&partnerID=40&md5=8e1b6262ce3275fa989f89a04a85aa50 https://irepository.uniten.edu.my/handle/123456789/30602 5716144 Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
topic Aesthetics
Art
Artificial intelligence
Chess
Metrics
Perception
Aesthetics
Art
Chess
Metrics
Perception
Artificial intelligence
spellingShingle Aesthetics
Art
Artificial intelligence
Chess
Metrics
Perception
Aesthetics
Art
Chess
Metrics
Perception
Artificial intelligence
Iqbal A.
The relevance of universal metrics in relation to human aesthetic perception
description A computational aesthetics model developed for the game of international chess showed a good and positive correlation with human player aesthetic assessment. The unique approach taken here suggests that, in addition to things like personal taste and environmental factors, humans also likely assess beauty based on 'universal metrics' within the domain itself. From the standpoint of artificial intelligence (AI), this means that weights for aesthetic features need not, for example, be determined by analyzing a particular data set of aestheticallyrated objects, or through consultation with human experts. Instead, certain metrics can be used as 'building blocks' to formalize aesthetic principles or features in a logical and dynamic way. This is arguably an improvement over existing methods. The aesthetics model developed is explained and relevant experimental results are presented. The importance of universal metrics in the aesthetics of chess and other domains is also explored.
author2 14012935800
author_facet 14012935800
Iqbal A.
format Conference paper
author Iqbal A.
author_sort Iqbal A.
title The relevance of universal metrics in relation to human aesthetic perception
title_short The relevance of universal metrics in relation to human aesthetic perception
title_full The relevance of universal metrics in relation to human aesthetic perception
title_fullStr The relevance of universal metrics in relation to human aesthetic perception
title_full_unstemmed The relevance of universal metrics in relation to human aesthetic perception
title_sort relevance of universal metrics in relation to human aesthetic perception
publishDate 2023
_version_ 1806424110422556672
score 13.214268