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- W63326269 abstract "In this project, we study the effectiveness of collaborative filtering mechanisms in the context of the Netflix competition. We focus our attention on a dataset provided by Netflix which includes a training set with more than 100 million 4-tuples: user id, movie id, rating, and date [3]. In the first part of this project, we develop a simple model to predict future ratings of users based on the ratings of the same users on similar movies using k-nearest neighbors (k-NN) methods. In the second part of the project we also implement two of the k-NN methods which were proposed by the currently first team in the contest [1]. We test the performance of the implemented techniques on the whole Netflix dataset." @default.
- W63326269 created "2016-06-24" @default.
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- W63326269 date "2008-01-01" @default.
- W63326269 modified "2023-09-26" @default.
- W63326269 title "Exploring collaborative filters: Neighborhood-based approach" @default.
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