IEEE - Institute of Electrical and Electronics Engineers, Inc. - Investigation of Various Matrix Factorization Methods for Large Recommender Systems

2008 IEEE International Conference on Data Mining Workshops

Author(s): G. Takacs ; I. Pilaszy ; B. Nemeth ; D. Tikk
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2008
Conference Location: Pisa, Italy
Conference Date: 15 December 2008
Page(s): 553 - 562
ISBN (CD): 978-0-7695-3503-6
DOI: 10.1109/ICDMW.2008.86
Regular:

Matrix factorization (MF) based approaches have proven to be efficient for rating-based recommendation systems. In this work, we propose several matrix factorization approaches with improved... View More

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