A recommender system based on tag and time information for social tagging systems
Zheng, Nan; Li, Qiudan
Source PublicationEXPERT SYSTEMS WITH APPLICATIONS
2011-04-01
Volume38Issue:4Pages:4575-4587
SubtypeArticle
AbstractRecently, social tagging has become increasingly prevalent on the Internet, which provides an effective way for users to organize, manage, share and search for various kinds of resources. These tagging systems offer lots of useful information, such as tag, an expression of user's preference towards a certain resource; time, a denotation of user's interests drift. As information explosion, it is necessary to recommend resources that a user might like. Since collaborative filtering (CF) is aimed to provide personalized services, how to integrate tag and time information in CF to provide better personalized recommendations for social tagging systems becomes a challenging task.
KeywordSocial Tagging Recommender System Collaborative Filtering Interest Drift
WOS HeadingsScience & Technology ; Technology
Indexed BySCI
Language英语
WOS Research AreaComputer Science ; Engineering ; Operations Research & Management Science
WOS SubjectComputer Science, Artificial Intelligence ; Engineering, Electrical & Electronic ; Operations Research & Management Science
WOS IDWOS:000286904600178
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/3542
Collection复杂系统管理与控制国家重点实验室_先进控制与自动化
AffiliationChinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligence Sci, Beijing 100190, Peoples R China
First Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Zheng, Nan,Li, Qiudan. A recommender system based on tag and time information for social tagging systems[J]. EXPERT SYSTEMS WITH APPLICATIONS,2011,38(4):4575-4587.
APA Zheng, Nan,&Li, Qiudan.(2011).A recommender system based on tag and time information for social tagging systems.EXPERT SYSTEMS WITH APPLICATIONS,38(4),4575-4587.
MLA Zheng, Nan,et al."A recommender system based on tag and time information for social tagging systems".EXPERT SYSTEMS WITH APPLICATIONS 38.4(2011):4575-4587.
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