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Previsão de classificação de filmes com base na análise de sentimentos do Twitter
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ISBN10: 6208265819
ISBN13: 9786208265816
Publisher: Edicoes Nosso Conhecimento
Published: Nov 1 2024
Pages: 68
Weight: 0.25
Height: 0.16 Width: 6.00 Depth: 9.00
Language: Portuguese
ISBN13: 9786208265816
Publisher: Edicoes Nosso Conhecimento
Published: Nov 1 2024
Pages: 68
Weight: 0.25
Height: 0.16 Width: 6.00 Depth: 9.00
Language: Portuguese
Com as plataformas de microblogging, como o Twitter, a gerar enormes quantidades de dados textuais todos os dias, as possibilidades de descoberta de conhecimento através dos dados do Twitter tornam-se cada vez mais relevantes. À semelhança do mecanismo de votação pública em sÃtios Web como a Internet Movie Database (IMDb), que agrega classificações de filmes, o conteúdo do Twitter contém reflexos da opinião pública sobre filmes. Este estudo tem como objetivo explorar a utilização de conteúdos do Twitter como dados textuais para prever a classificação de filmes. Neste estudo, extraÃmos um número de tweets e compilámo-los para prever as classificações de filmes recém-lançados. As previsões foram feitas com os algoritmos, explorando a polaridade do tweet. Além disso, este estudo explora a utilização de vários tipos diferentes de algoritmo de classificação de tweets e de algoritmo de classificação de filmes. Os resultados mostram que a classificação de filmes desenvolvida pela nossa aplicação é comparada com o IMDB e o Rotten Tomatoes.
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