Determinação da Emoção Demonstrada pelo Interlocutor
Resumo
Este artigo apresenta um modelo para a determinação da emoção demonstrada pelo interlocutor humano em uma interação homem-máquina de longa duração, a partir da expressão facial, basedo na trajetória emocional sobre uma determinada superfície, a partir de sinais instantâneos capturados e submetidos a um filtro de Kalman.Referências
Azcarate, A.; Hageloh, F.; Sande, K.; Valenti, R. “Automatic facial emotion recognition”. Universiteit van Amsterdam, 2005.
Ekman, P.; Friesen, W.V. “Facial Action Coding System: a technique for the measurement of facial movement”. Consulting Psychologists Press, 1978.
Ekman, P.; Friesen, W.V. “Unmasking the face”. Malor Books, 2003.
Fraunhofer Facedetect. Disponível em: [link]. Acessado em: 10 de abril de 2011.
Gunes, H; Piccardi, M. “Observer Annotation of Affective Display and Evaluation of Expressivity: Face vs. Face-and-Body”. HCSNet Workshop on the Use of Vision in HCI (VisHCI 2006), Canberra, Australia, 2006.
Martin, O. Kotsia, I. Macq, B. Pitas, I. The eNTERFACE’05 Audio-Visual Emotion Database. Université Catholique de Louvain; Aristotle University of Thessaloniki, 2005.
Piccard, R.W. ”Affective Computing”. MIT Press, 1997.
Pantic, M.; Rothkrantz, L.J.M. “Automatic analysis of facial expressions: state of art”. IEEE Trans. On Pattern Analysis and Machine Intelligence, vol.22 no. 12, December, 2000.
Roseman, I.J.; Smith, C.A. "Appraisal Theory - Overview, Assumptions, Varieties, Controversies". In "Appraisal Processes in Emotion – Theory, Methods, Research” editado por Scherer, K; Schorr, A.; Johnstone, T. Oxford University Press, 2001.
Sander, D.; Grandjean, D.; Scherer, K.R. “A systems approach to appraisal mechanisms in emotion”. Neural Networks vol.18 pgs.317-352, 2005.
Scherer, K. “Emotions as episodes of subsystem synchronization driven by nonlinear appraisal processes”. In “Dynamic Systems Approaches to Emotional Development”, editado por Lewis, M.D.; Granic, I. Cambridge Press, 2000.
Scherer, K. R. “Appraisal considered as a process of multilevel sequential checking”. In "Appraisal Processes in Emotion – Theory, Methods, Research” editado por Scherer, K; Schorr, A.; Johnstone, T. Oxford University Press, 2001.
Stewart,I.N.; Peregoy,P.L. “Catastrophe theory modeling in Psychology”. Psychological Bulletin vol. 94, no. 2, pags. 336-362, 1983.
van der Maas, H.L.J.; Molenaar, P.C.M. “Stagewise cognitive development: an application of Catastrophe Theory”. Psychological Review vol.99 no.2 pags. 395-417, 1992.
Zeeman, E.C. “Catastrophe theory”. Scientific American vol.4 no.254 pags. 65-83, 1976.
Ekman, P.; Friesen, W.V. “Facial Action Coding System: a technique for the measurement of facial movement”. Consulting Psychologists Press, 1978.
Ekman, P.; Friesen, W.V. “Unmasking the face”. Malor Books, 2003.
Fraunhofer Facedetect. Disponível em: [link]. Acessado em: 10 de abril de 2011.
Gunes, H; Piccardi, M. “Observer Annotation of Affective Display and Evaluation of Expressivity: Face vs. Face-and-Body”. HCSNet Workshop on the Use of Vision in HCI (VisHCI 2006), Canberra, Australia, 2006.
Martin, O. Kotsia, I. Macq, B. Pitas, I. The eNTERFACE’05 Audio-Visual Emotion Database. Université Catholique de Louvain; Aristotle University of Thessaloniki, 2005.
Piccard, R.W. ”Affective Computing”. MIT Press, 1997.
Pantic, M.; Rothkrantz, L.J.M. “Automatic analysis of facial expressions: state of art”. IEEE Trans. On Pattern Analysis and Machine Intelligence, vol.22 no. 12, December, 2000.
Roseman, I.J.; Smith, C.A. "Appraisal Theory - Overview, Assumptions, Varieties, Controversies". In "Appraisal Processes in Emotion – Theory, Methods, Research” editado por Scherer, K; Schorr, A.; Johnstone, T. Oxford University Press, 2001.
Sander, D.; Grandjean, D.; Scherer, K.R. “A systems approach to appraisal mechanisms in emotion”. Neural Networks vol.18 pgs.317-352, 2005.
Scherer, K. “Emotions as episodes of subsystem synchronization driven by nonlinear appraisal processes”. In “Dynamic Systems Approaches to Emotional Development”, editado por Lewis, M.D.; Granic, I. Cambridge Press, 2000.
Scherer, K. R. “Appraisal considered as a process of multilevel sequential checking”. In "Appraisal Processes in Emotion – Theory, Methods, Research” editado por Scherer, K; Schorr, A.; Johnstone, T. Oxford University Press, 2001.
Stewart,I.N.; Peregoy,P.L. “Catastrophe theory modeling in Psychology”. Psychological Bulletin vol. 94, no. 2, pags. 336-362, 1983.
van der Maas, H.L.J.; Molenaar, P.C.M. “Stagewise cognitive development: an application of Catastrophe Theory”. Psychological Review vol.99 no.2 pags. 395-417, 1992.
Zeeman, E.C. “Catastrophe theory”. Scientific American vol.4 no.254 pags. 65-83, 1976.
Publicado
19/07/2011
Como Citar
GONÇALVES, Rafael A. M.; CUEVA, Diego R.; PEREIRA-BARRETTO, Marcos R.; COZMAN, Fabio G..
Determinação da Emoção Demonstrada pelo Interlocutor. In: ENCONTRO NACIONAL DE INTELIGÊNCIA ARTIFICIAL E COMPUTACIONAL (ENIAC), 8. , 2011, Natal/RN.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2011
.
p. 737-748.
ISSN 2763-9061.
