Exploiting item relationships for effective recommendation

To alleviate the data sparsity and cold start issues in recommendation, many researchers leverage user relationships (e.g. social network) to improve the accuracy of recommender systems. However, social connections may not be available in many real systems, whereas item relationships are much easier...

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Bibliographic Details
Main Author: Sun, Zhu
Other Authors: Zhang Jie
Format: Theses and Dissertations
Language:English
Published: 2018
Subjects:
Online Access:http://hdl.handle.net/10356/75870
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Institution: Nanyang Technological University
Language: English