JOURNAL ARTICLE

An Improved User Interest Model for Microblog Personalized Recommendation

Wei Long YeBei Zhan WangKang ChenKai Guo

Year: 2014 Journal:   Applied Mechanics and Materials Vol: 571-572 Pages: 1157-1162   Publisher: Trans Tech Publications

Abstract

As a representative application of Web 2.0, microblog is now becoming one of the most popular social networks. There has been an increasing number of research about user interest in social networks. Based on these related works, an improved user interest model for microblog user recommendation is presented in this paper. By fetching user data, generating datasets, building user interest models and combining these models, a recommended user list is generated to help people find users they interested. Experimental results show the effectiveness of the combined model.

Keywords:
Microblogging Social media Computer science World Wide Web Social network (sociolinguistics) User modeling Information retrieval User interface

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Topics

Recommender Systems and Techniques
Physical Sciences →  Computer Science →  Information Systems
Complex Network Analysis Techniques
Physical Sciences →  Physics and Astronomy →  Statistical and Nonlinear Physics
Caching and Content Delivery
Physical Sciences →  Computer Science →  Computer Networks and Communications

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