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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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 |
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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 |
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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. |
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14012935800 |
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14012935800 Iqbal A. |
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Conference paper |
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Iqbal A. |
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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 |
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2023 |
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1806424110422556672 |
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13.18916 |