A new approach to emotion assessment based on biometric data

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2008

Autores

teixeira, j (Autor) Outra; vinhas, v (Autor) Outra; oliveira, e (Autor) FEUP; reis, lp (Autor) FEUP

Ata de Conferência Internacional

Título: Proceedings - 2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008

Páginas: 505-511

2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008

Sydney, NSW, 9 December 2008 through 12 December 2008

Indexação

ISI Web of Knowledge

Scopus - 8 Citações

Classificação Científica

CORDIS: Ciências Físicas > Ciência de computadores > Informática ; Ciências Físicas > Ciência de computadores

Outras Informações

ID Authenticus: P-007-PVT

DOI: 10.1109/wiiat.2008.253

Resumo (PT): A New Approach to Emotion Assessment Based on Biometric Dat

Abstract (EN): Several knowledge areas such as psychology, medicine and computer science have been devoting serious efforts regarding emotional state definition, identification and assessment. This project consists in an automatic emotion assessment tool based on biometric data acquisition supported by low-budget biometric devices as a electroencephalograph and a galvanic skin response. The classification is grounded on data analysis and processing of standard emotional induction methods. The numerous conducted experimental sessions, alongside with the developed support tools, allowed the extraction of conclusions such as the capability of effectively performing automatic classification of the subject's predominant emotional state. The developed tool's success rate, validated against self assessment interviews, was approximately 75%. It was also experimentally concluded that female subjects are emotionally more active and easily induced than males. © 2008 IEEE.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 7