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- W276955670 abstract "There have been proposed several movie recommendation algorithms based on Collaborative Filtering(CF). CF decides neighbors whose ratings are the most similar to each other and it predicts how well users will like new movies, based on ratings from neighbors. This paper proposes a new method to improve the result predicted by CF based on genres of the movies seen by users. The proposed method can be combined to the most of all existing CF algorithms. In this paper, a performance evaluation has been conducted between an existing simple CF algorithm and CF-Genre that is the proposed genre-based method added to the CF algorithm. The result shows that CF-Genre improves 3.3% in prediction performance over existing CF algorithms." @default.
- W276955670 created "2016-06-24" @default.
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- W276955670 date "2010-01-01" @default.
- W276955670 modified "2023-09-24" @default.
- W276955670 title "Genre-based Collaborative Filtering Movie Recommendation" @default.
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