6 resultados para Ordre social de genre
em Repositório Institucional UNESP - Universidade Estadual Paulista "Julio de Mesquita Filho"
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Pós-graduação em História - FCHS
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Musical genre classification has been paramount in the last years, mainly in large multimedia datasets, in which new songs and genres can be added at every moment by anyone. In this context, we have seen the growing of musical recommendation systems, which can improve the benefits for several applications, such as social networks and collective musical libraries. In this work, we have introduced a recent machine learning technique named Optimum-Path Forest (OPF) for musical genre classification, which has been demonstrated to be similar to the state-of-the-art pattern recognition techniques, but much faster for some applications. Experiments in two public datasets were conducted against Support Vector Machines and a Bayesian classifier to show the validity of our work. In addition, we have executed an experiment using very recent hybrid feature selection techniques based on OPF to speed up feature extraction process. © 2011 International Society for Music Information Retrieval.
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Pós-graduação em Ciências Sociais - FFC
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Pós-graduação em Letras - FCLAS
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Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
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The genre documentary in itself characterized by citizen emancipation from the content discussed in his works. Termed as images of the people by Jean-Claude Bernardet (2003), the documentary is gaining traction in social development when added to citizen participation offered by transmedia storytelling. This study presents the results obtained from a literature search, the film analysis and experimentation supported in quasi-experimental methodology, results that support these conditions. Hopefully, from this discussion, consolidate the systematic development of transmedia documentary works in new media ecology and that maximizes the role of journalism by a traditionally audiovisual platform, now with other strands to the representation of the news.