Performance evaluation of latent factor models for rating prediction

Since the Netflix Prize competition, latent factor models (LFMs) have become the comparison ``staples'' for many of the recent recommender methods. Meanwhile, it is still unclear to understand the impact of data preprocessing and updating algorithms on LFMs. The performance improvement of...

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Bibliographic Details
Main Author: Zheng, Lan
Other Authors: Wu, Kui
Language:English
en
Published: 2015
Subjects:
Online Access:http://hdl.handle.net/1828/6011