DocumentCode :
2080608
Title :
Research on linguistic computing model for image emotion semantic
Author :
Liu, Zengrong ; Yu, Xueli
Author_Institution :
Coll. of Comput. Sci. & Technol., Taiyuan Univ. of Technol., Taiyuan, China
fYear :
2011
fDate :
16-18 Dec. 2011
Firstpage :
2355
Lastpage :
2358
Abstract :
In the light of the emotional semantic classification under Plutchik´s model of emotion, this paper establishes an emotional semantic space by the basic linguistic set with the description of the emotional semantics quantified by the cognitive experiments of psychology. In the emotional semantic space, the definitions of both the linguistic computing model and its algorithms are given based on the fuzzy logic theory. It was proved that the model conforms to the psychological model of cognition of emotion semantics through the cognitive experiment of semantic similarity and the coherency experiment of multi-source semantic.
Keywords :
cognition; fuzzy logic; pattern classification; psychology; Plutchik emotion model; cognition psychological model; emotional semantic classification; emotional semantic space; fuzzy logic theory; image emotion semantic; linguistic computing model; linguistic set; multisource semantic coherency experiment; semantic similarity cognitive experiment; Computational modeling; Educational institutions; Humans; Pragmatics; Psychology; Semantics; Vectors; Image Emotion Semantic; Linguistic; Linguistic Model;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Transportation, Mechanical, and Electrical Engineering (TMEE), 2011 International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4577-1700-0
Type :
conf
DOI :
10.1109/TMEE.2011.6199693
Filename :
6199693
Link To Document :
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