Towards Emotional Interaction: Using Movies to Automatically Learn Users' Emotional States

The HCI community is actively seeking novel methodologies to gain insight into the user’s experience during interaction with both the application and the content. We propose an emotional recognition engine capable of automatically recognizing a set of human emotional states using psychophysiological measures of the autonomous nervous system, including galvanic skin response, respiration, and heart rate. A novel pattern recognition system, based on discriminant analysis and support vector machine classifiers is trained using movies’ scenes selected to induce emotions ranging from the positive to the negative valence dimension, including happiness, anger, disgust, sadness, and fear. In this paper we introduce an emotion recognition system and evaluate its accuracy by presenting the results of an experiment conducted with three physiologic sensors.

Anotação, numa perspectiva de Direito Penal e de Criminologia, ao Acórdão do Supremo Tribunal de Justiça (português), de 13 de Abril de 2009 [Juiz Conselheiro Rodrigues da COSTA (Relator), Juiz Conselheiro Arménio SOTTOMAYOR (vencido nos termos da declaração junta) e Juiz Conselheiro Mota MIRANDA] - são o «lenocínio» e a prostituição, entre adultos livres, crimes? «Roxanne, you don't have to put on the red light»

Resumo: 1 – Sumário do Acórdão do Supremo Tribunal de Justiça, de 13 de Abril de 2011; 2 – Texto completo do Acórdão do Supremo Tribunal de Justiça, de 13 de Abril de 2009, Juiz Conselheiro Rodrigues da COSTA (Relator), Juiz Conselheiro Arménio SOTTOMAYOR (vencido nos termos da declaração junta) e Juiz Conselheiro Mota MIRANDA: cfr. http://www.dgsi.pt , 26 de Abril de 2011; 3 – Anotação; 3.1 – Introdução à anotação; 3.2 – A questão do suposto «bem jurídico» que seria tutelado pelo crime de «lenocínio» p.p.p.p.p. 169.º do código penal português; 3.2.1 – Ainda a questão do suposto «bem jurídico» que seria tutelado pelo crime de «lenocínio» p.p.p.p.p. 169.º do código penal português: uma maior procura e concretização jurídica e científica; 4 – Conclusões; § Abstract: 1 - Summary of the Sentence of the Supreme Court of Justice, 13 of April of 2011; 2 - Complete text of the Sentence of the Supreme Court of Justice, 13 of April of 2009, Advising Judge Rodrigues da COSTA (Reporter), Advising Judge Arménio SOTTOMAYOR (looser in the terms of the together declaration) and Advising Judge Mota MIRANDA: cfr. http://www.dgsi.pt , 26 of April of 2011; 3 - Notation; 3.1 - Introduction to the notation; 3.2 - The question of the presumption «legally protected interest» that would be tutored person for the crime of «pimpery (“pimping”)» p.p.p.p.p. 169.º of the Portuguese criminal code; 3.2.1 - Still the question of the presumption «legally protected interest» that would be tutored person for the crime of «pimpery» («pimping») p.p.p.p.p. 169.º of the Portuguese criminal code: a bigger search and legal and scientific concretion; 4 - Conclusions;