Cross-Cultural Multimedia Computing

Semantic and Aesthetic Modeling

Nonfiction, Computers, Networking & Communications, Hardware, Application Software, Multimedia, General Computing
Cover of the book Cross-Cultural Multimedia Computing by Shlomo Dubnov, Kevin Burns, Yasushi Kiyoki, Springer International Publishing
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Author: Shlomo Dubnov, Kevin Burns, Yasushi Kiyoki ISBN: 9783319428734
Publisher: Springer International Publishing Publication: August 19, 2016
Imprint: Springer Language: English
Author: Shlomo Dubnov, Kevin Burns, Yasushi Kiyoki
ISBN: 9783319428734
Publisher: Springer International Publishing
Publication: August 19, 2016
Imprint: Springer
Language: English

The ability to communicate cultural codes in multimedia depends on their meaning and beauty, as perceived by different audiences around the globe. In this book, the ongoing research on computational modeling of visual, musical and textual contents is described in terms of identifying and mapping their semantic representations across different cultures. The underlying psychology of sense-making is quantified through analysis of aesthetics in terms of organizational and structural aspects of the contents that influence an audience’s formation of expectations for future signals, violations of these expectations, and explanations of their meaning. Complexity-accuracy tradeoffs in sound representation are further used to develop new computational methods that capture poietic and aesthetic aspects in music communication. Experimental studies are reported that try to characterize preferences for complexity in abstract, classical and traditional art and music across samples of Western and Far Eastern cultures. These experiments illustrate how aesthetics can be computed in terms of semantic and information measures, highlighting commonalities and uncovering differences in aesthetic preferences across cultures and individuals.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

The ability to communicate cultural codes in multimedia depends on their meaning and beauty, as perceived by different audiences around the globe. In this book, the ongoing research on computational modeling of visual, musical and textual contents is described in terms of identifying and mapping their semantic representations across different cultures. The underlying psychology of sense-making is quantified through analysis of aesthetics in terms of organizational and structural aspects of the contents that influence an audience’s formation of expectations for future signals, violations of these expectations, and explanations of their meaning. Complexity-accuracy tradeoffs in sound representation are further used to develop new computational methods that capture poietic and aesthetic aspects in music communication. Experimental studies are reported that try to characterize preferences for complexity in abstract, classical and traditional art and music across samples of Western and Far Eastern cultures. These experiments illustrate how aesthetics can be computed in terms of semantic and information measures, highlighting commonalities and uncovering differences in aesthetic preferences across cultures and individuals.

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