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Bellkor team - PowerPoint PPT Presentation

Matrix Factorization

Matrix Factorization. Bamshad Mobasher DePaul University. The $1 Million Question. Ratings Data. 17,700 movies. 480,000 users. Training Data. 100 million ratings (matrix is 99% sparse) Rating = [user, movie-id, time-stamp, rating value] Generated by users between Oct 1998 and Dec 2005

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Matrix Factorization