Exploiting side information for effective recommendation

Recommender systems have become an essential tool in online applications to help alleviate the information overload problem. Much research effort has been devoted to traditional collaborative filtering (CF), which, however, suffers from the data sparsity and cold start problems. To ease these issues...

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書目詳細資料
主要作者: Sha, Xiao
其他作者: Zhang Jie
格式: Thesis-Doctor of Philosophy
語言:English
出版: Nanyang Technological University 2022
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在線閱讀:https://hdl.handle.net/10356/155781
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機構: Nanyang Technological University
語言: English