IMDb TitlesPick the Right Team and Make a Blockbuster: a Social Analysis through Movie HistoryWladston Viana, Ana Paula Couto da Silva, Mirella M. MoroUniversidade Federal de Minas Gerais, Brazil {wladston,ana.coutosilva,mirella}@dcc.ufmg.br This page presents the dataset used in this paper: Wladston Viana, Ana Paula Couto Silva, Mirella M. Moro. Pick the Right Team and Make a Blockbuster: a Social Analysis through Movie History. In: 31st ACM/SIGAPP Symposium on Applied Computing, 2016, Pisa. Abstract of the Submitted PaperWe explore the relation between team performance and its topological network characteristics by creating a social network of movie producers and extracting topological features from each team. Then, we employ machine learning techniques to build a movie success predictor based on the extracted features. Results show topological features have predictive power over movie's success and can also be included in other non-topological models to improve accuracy. The DatasetThe final dataset contains 12,250 movies, whose titles and year are here. |