A Vision Space (ViSpa) is a mathematical structure in which concept's visual features are represented in a high-dimensional vector space, enabling quantitative analyses of relationships between them. By representing concepts as numeric vectors, ViSpa integrates visual knowledge into semantic models of concept representation, enriching how language research characterizes word meaning. The article presents the main approach for creating ViSpa systems, discusses studies demonstrating their validity as psychological models of concept representations with a special focus on language processing, and highlights their utility in addressing theoretical questions empirically. Additionally, it indicates some accessible resources and tools facilitating the creation and use of ViSpa.

Petilli, M., Günther, F. (2024). Vision Spaces (ViSpa) in Language Sciences. In Language Sciences, Reference Module in Social Sciences. Elsevier [10.1016/b978-0-323-95504-1.00221-0].

Vision Spaces (ViSpa) in Language Sciences

Petilli, Marco A.;
2024

Abstract

A Vision Space (ViSpa) is a mathematical structure in which concept's visual features are represented in a high-dimensional vector space, enabling quantitative analyses of relationships between them. By representing concepts as numeric vectors, ViSpa integrates visual knowledge into semantic models of concept representation, enriching how language research characterizes word meaning. The article presents the main approach for creating ViSpa systems, discusses studies demonstrating their validity as psychological models of concept representations with a special focus on language processing, and highlights their utility in addressing theoretical questions empirically. Additionally, it indicates some accessible resources and tools facilitating the creation and use of ViSpa.
Voce in dizionario o enciclopedia
Computer vision; Multimodal integration; Semantic representation; Vector space models Vision; Vision Space; Visual prototypes; Visual similarity; Visual features extraction
English
Language Sciences, Reference Module in Social Sciences
11-nov-2024
2024
9780443157851
Elsevier
Petilli, M., Günther, F. (2024). Vision Spaces (ViSpa) in Language Sciences. In Language Sciences, Reference Module in Social Sciences. Elsevier [10.1016/b978-0-323-95504-1.00221-0].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/547505
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