Utilizing user tag-based interests in recommender systems for social resource sharing websites

作者:

Highlights:

• Tag frequency, recency, and duration were combined to model the personalized preference.

• The social network was utilized to find similar users in the collaborative filtering.

• The incorporated system was applied to the social resource sharing systems.

摘要

•Tag frequency, recency, and duration were combined to model the personalized preference.•The social network was utilized to find similar users in the collaborative filtering.•The incorporated system was applied to the social resource sharing systems.

论文关键词:Collaborative recommendation,Folksonomy,Social tagging,Tag,Social resource sharing,Personalization

论文评审过程:Received 25 March 2013, Revised 30 October 2013, Accepted 1 November 2013, Available online 16 November 2013.

论文官网地址:https://doi.org/10.1016/j.knosys.2013.11.001