SVD-based incremental approaches for recommender systems
نویسندگان
چکیده
منابع مشابه
Using Wikipedia to Boost SVD Recommender Systems
Singular Value Decomposition (SVD) has been used successfully in recent years in the area of recommender systems. In this paper we present how this model can be extended to consider both user ratings and information from Wikipedia. By mapping items to Wikipedia pages and quantifying their similarity, we are able to use this information in order to improve recommendation accuracy, especially whe...
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ژورنال
عنوان ژورنال: Journal of Computer and System Sciences
سال: 2015
ISSN: 0022-0000
DOI: 10.1016/j.jcss.2014.11.016