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. (2026). Vision Spaces (ViSpa) in Language Sciences. In H. Nesi, P. Milin (a cura di), International Encyclopedia of Language and Linguistics. Linguistic/Language data and resources (pp. 767-772). Elsevier [10.1016/b978-0-323-95504-1.00221-0].

Vision Spaces (ViSpa) in Language Sciences

Petilli, MA;
2026

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
Cognitive modeling; Computer vision; Multimodal integration; Semantic representation; Vector space models; Vision space; Visual features extraction; Visual prototypes; Visual representations; Visual similarity;
English
International Encyclopedia of Language and Linguistics. Linguistic/Language data and resources
Nesi, H; Milin, P
8-giu-2026
2026
9780443222863
Elsevier
767
772
Petilli, M., Günther, F. (2026). Vision Spaces (ViSpa) in Language Sciences. In H. Nesi, P. Milin (a cura di), International Encyclopedia of Language and Linguistics. Linguistic/Language data and resources (pp. 767-772). Elsevier [10.1016/b978-0-323-95504-1.00221-0].
reserved
File in questo prodotto:
File Dimensione Formato  
Petilli-2024-Reference Module in Social Sciences-preprint.pdf

Solo gestori archivio

Tipologia di allegato: Submitted Version (Pre-print)
Licenza: Non specificato
Dimensione 477.73 kB
Formato Adobe PDF
477.73 kB Adobe PDF   Visualizza/Apri   Richiedi una copia

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/547505
Citazioni
  • Scopus 0
  • ???jsp.display-item.citation.isi??? ND
Social impact