DocumentCode
236197
Title
A contribution to the method of automatic identification of human emotions by using semantic structures
Author
Arias Tapia, Susana Alexandra ; Gomez, A. Hector F. ; Barbosa Corbacho, Jose ; Ratte, Sylvie ; Torres-Diaz, Juan ; Torres-Carrion, Pablo Vicente ; Garcia, Juan Manuel
Author_Institution
Dept. de Comput. y Electron., Univ. Tec. Particular de Loja, Loja, Ecuador
fYear
2014
fDate
3-6 Dec. 2014
Firstpage
60
Lastpage
70
Abstract
The study of human emotions has been significantly important in recent years, mainly due to its incidence in human behavior. Additionally, having semantic tools that infer emotions from multisensory sources is a crucial aspect, especially because the feelings or actions of a person might be identified through these semantic tools. In the present research, a methodology that uses semantic structures is proposed in order to identify complex emotions on the basis of simple emotions. For this purpose, the SHEO ontology was used. This ontology is designed to conceptualize simple emotions, combine them, and work with axioms and rules that infer complex emotions. SHEO takes simple emotions as instances. These emotions can be identified using computer algorithms. This is demonstrated in the testing phase in which the authors of this research designed the software called DetectionEmotion, which is used to identify simple emotions in video and text. The result of the authors´ proposal proved the easiness to infer complex emotions by using SHEO. SHEO is not a final solution in this research, but rather a contribution to the semantic management of emotions.
Keywords
emotion recognition; ontologies (artificial intelligence); text analysis; video signal processing; DetectionEmotion; SHEO ontology; automatic human emotion identification method; complex emotions; computer algorithms; human behavior; multisensory sources; semantic management; semantic structures; semantic tools; testing phase; Context; Emotion recognition; Hidden Markov models; Ontologies; Proposals; Semantics; Software; Complex Emotions; Human Emotions; Semantic Structures;
fLanguage
English
Publisher
ieee
Conference_Titel
Interactive Collaborative Learning (ICL), 2014 International Conference on
Conference_Location
Dubai
Type
conf
DOI
10.1109/ICL.2014.7017748
Filename
7017748
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