An Improved Hybrid Collaborative Filtering Algorithm Based on Tags and Time Factor

The Collaborative Filtering (CF) recommendation algorithm, one of the most popular algorithms in Recommendation Systems (RS), mainly includes memory-based and model-based methods. When performing rating prediction using a memory-based method, the approach used to measure the similarity between users...

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Bibliographic Details
Main Authors: Chunxia Zhang, Ming Yang, Jing Lv, Wanqi Yang
Format: Article
Language:English
Published: Tsinghua University Press 2018-06-01
Series:Big Data Mining and Analytics
Subjects:
Online Access:https://www.sciopen.com/article/10.26599/BDMA.2018.9020012