Publication statistics

Pub. period:2001-2010
Pub. count:20
Number of co-authors:15



Co-authors

Number of publications with 3 favourite co-authors:

Yue Xu:10
Richi Nayak:7
Ning Zhong:7

 

 

Productive colleagues

Yuefeng Li's 3 most productive colleagues in number of publications:

Ning Zhong:29
Peter Bruza:17
Raymond Y. K. Lau:13
 
 
 

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Yuefeng Li

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Publications by Yuefeng Li (bibliography)

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2010
 
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Liang, Huizhi, Xu, Yue, Li, Yuefeng, Nayak, Richi and Tao, Xiaohui (2010): Connecting users and items with weighted tags for personalized item recommendations. In: Proceedings of the 21st ACM Conference on Hypertext and Hypermedia 2010. pp. 51-60.

Tags are an important information source in Web 2.0. They can be used to describe users' topic preferences as well as the content of items to make personalized recommendations. However, since tags are arbitrary words given by users, they contain a lot of noise such as tag synonyms, semantic ambiguities and personal tags. Such noise brings difficulties to improve the accuracy of item recommendations. To eliminate the noise of tags, in this paper we propose to use the multiple relationships among users, items and tags to find the semantic meaning of each tag for each user individually. With the proposed approach, the relevant tags of each item and the tag preferences of each user are determined. In addition, the user and item-based collaborative filtering combined with the content filtering approach are explored. The effectiveness of the proposed approaches is demonstrated in the experiments conducted on real world datasets collected from Amazon.com and citeULike website.

© All rights reserved Liang et al. and/or their publisher

2008
 
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Li, Yuefeng, Zhou, Xujuan, Bruza, Peter, Xu, Yue and Lau, Raymond Y. K. (2008): A two-stage text mining model for information filtering. In: Shanahan, James G., Amer-Yahia, Sihem, Manolescu, Ioana, Zhang, Yi, Evans, David A., Kolcz, Aleksander, Choi, Key-Sun and Chowdhury, Abdur (eds.) Proceedings of the 17th ACM Conference on Information and Knowledge Management - CIKM 2008 October 26-30, 2008, Napa Valley, California, USA. pp. 1023-1032.

 
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Li, Yuefeng, Wu, Sheng-Tang and Tao, Xiaohui (2008): Effective pattern taxonomy mining in text documents. In: Shanahan, James G., Amer-Yahia, Sihem, Manolescu, Ioana, Zhang, Yi, Evans, David A., Kolcz, Aleksander, Choi, Key-Sun and Chowdhury, Abdur (eds.) Proceedings of the 17th ACM Conference on Information and Knowledge Management - CIKM 2008 October 26-30, 2008, Napa Valley, California, USA. pp. 1509-1510.

 
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Tao, Xiaohui, Li, Yuefeng, Zhong, Ning and Nayak, Richi (2008): An Ontology-Based Framework for Knowledge Retrieval. In: 2008 IEEE / WIC / ACM International Conference on Web Intelligence WI 2008 9-12 December, 2008, Sydney, NSW, Australia. pp. 510-517.

2007
 
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Xu, Yue and Li, Yuefeng (2007): Generating concise association rules. In: Silva, Mario J., Laender, Alberto H. F., Baeza-Yates, Ricardo A., McGuinness, Deborah L., Olstad, Bjrn, Olsen, ystein Haug and Falco, Andr O. (eds.) Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management - CIKM 2007 November 6-10, 2007, Lisbon, Portugal. pp. 781-790.

 
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Tao, Xiaohui, Li, Yuefeng, Zhong, Ning and Nayak, Richi (2007): Ontology Mining for PersonalizedWeb Information Gathering. In: 2007 IEEE / WIC / ACM International Conference on Web Intelligence WI 2007 2-5 November, 2007, Silicon Valley, CA, USA. pp. 351-358.

 
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Zhou, Xujuan, Li, Yuefeng, Bruza, Peter, Wu, Sheng-Tang, Xu, Yue and Lau, Raymond Y. K. (2007): Using Information Filtering in Web Data Mining Process. In: 2007 IEEE / WIC / ACM International Conference on Web Intelligence WI 2007 2-5 November, 2007, Silicon Valley, CA, USA. pp. 163-169.

 
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Lau, Raymond Y. K., Li, Yuefeng and Xu, Yue (2007): Mining Fuzzy Domain Ontology from Textual Databases. In: 2007 IEEE / WIC / ACM International Conference on Web Intelligence WI 2007 2-5 November, 2007, Silicon Valley, CA, USA. pp. 156-162.

 
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Weng, Li-Tung, Xu, Yue, Li, Yuefeng and Nayak, Richi (2007): Efficient Neighbourhood Estimation for Recommendation Making. In: Cordeiro, Jos and Filipe, Joaquim (eds.) ICEIS 2008 - Proceedings of the Tenth International Conference on Enterprise Information Systems Volume SAIC June 12-16, 2007, Barcelona, Spain. pp. 12-19.

 
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Weng, Li-Tung, Xu, Yue, Li, Yuefeng and Nayak, Richi (2007): Web Information Recommendation Making Based on Item Taxonomy. In: Cordeiro, Jos and Filipe, Joaquim (eds.) ICEIS 2008 - Proceedings of the Tenth International Conference on Enterprise Information Systems Volume SAIC June 12-16, 2007, Barcelona, Spain. pp. 20-28.

2006
 
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Tao, Xiaohui, Li, Yuefeng, Zhong, Ning and Nayak, Richi (2006): Automatically Acquiring Training Sets for Web Information Gathering. In: 2006 IEEE / WIC / ACM International Conference on Web Intelligence WI 2006 18-22 December, 2006, Hong Kong, China. pp. 532-535.

 
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Zhou, Xujuan, Wu, Sheng-Tang, Li, Yuefeng, Xu, Yue, Lau, Raymond Y. K. and Bruza, Peter D. (2006): Utilizing Search Intent in Topic Ontology-Based User Profile for Web Mining. In: 2006 IEEE / WIC / ACM International Conference on Web Intelligence WI 2006 18-22 December, 2006, Hong Kong, China. pp. 558-564.

 
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Li, Yuefeng and Zhong, Ning (2006): Rough Association Rule Mining in Text Documents for Acquiring Web User Information Needs. In: 2006 IEEE / WIC / ACM International Conference on Web Intelligence WI 2006 18-22 December, 2006, Hong Kong, China. pp. 226-232.

 
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Weng, Li-Tung, Xu, Yue, Li, Yuefeng and Nayak, Richi (2006): Distributed Recommender Profiling and Selection with Gittins Indices. In: 2006 IEEE / WIC / ACM International Conference on Web Intelligence WI 2006 18-22 December, 2006, Hong Kong, China. pp. 790-793.

2005
 
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Li, Yuefeng, Murphy, Ben and Zhong, Ning (2005): Mining Interesting Topics for Web Information Gathering and Web Personalization. In: Skowron, Andrzej, Agrawal, Rakesh, Luck, Michael, Yamaguchi, Takahira, Morizet-Mahoudeaux, Pierre, Liu, Jiming and Zhong, Ning (eds.) 2005 IEEE / WIC / ACM International Conference on Web Intelligence WI 2005 19-22 September, 2005, Compiegne, France. pp. 305-308.

2004
 
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Li, Yuefeng and Zhong, Ning (2004): Capturing Evolving Patterns for Ontology-based Web Mining. In: 2004 IEEE/WIC/ACM International Conference on Web Intelligence WI 2004 20-24 September, 2004, Beijing, China. pp. 256-263.

 
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Wu, Sheng-Tang, Li, Yuefeng, Xu, Yue, Pham, Binh and Chen, Yi-Ping Phoebe (2004): Automatic Pattern-Taxonomy Extraction for Web Mining. In: 2004 IEEE/WIC/ACM International Conference on Web Intelligence WI 2004 20-24 September, 2004, Beijing, China. pp. 242-248.

2003
 
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Li, Yuefeng and Zhong, Ning (2003): Ontology-Based Web Mining Model: Representations of User Profiles. In: 2003 IEEE / WIC International Conference on Web Intelligence - WI 2003 13-17 October, 2003, Halifax, Canada. pp. 96-103.

 
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King, John D. and Li, Yuefeng (2003): Web Based Collection Selection Using Singular Value Decomposition. In: 2003 IEEE / WIC International Conference on Web Intelligence - WI 2003 13-17 October, 2003, Halifax, Canada. pp. 104-110.

2001
 
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Li, Yuefeng (2001): Information Fusion for Intelligent Agent-Based Information Gathering. In: Zhong, Ning, Yao, Yiyu, Liu, Jiming and Ohsuga, Setsuo (eds.) Web Intelligence Research and Development - First Asia-Pacific Conference - WI 2001 October 23-26, 2001, Maebashi City, Japan. pp. 433-437.

 
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Page Information

Page maintainer: The Editorial Team
URL: http://www.interaction-design.org/references/authors/yuefeng_li.html

Publication statistics

Pub. period:2001-2010
Pub. count:20
Number of co-authors:15



Co-authors

Number of publications with 3 favourite co-authors:

Yue Xu:10
Richi Nayak:7
Ning Zhong:7

 

 

Productive colleagues

Yuefeng Li's 3 most productive colleagues in number of publications:

Ning Zhong:29
Peter Bruza:17
Raymond Y. K. Lau:13
 
 
 

Upcoming Courses

go to course
User-Centred Design - Module 2
Starts tomorrow LAST CALL!
go to course
Design Thinking: The Beginner's Guide
Starts the day after tomorrow !
 
 

Featured chapter

Marc Hassenzahl explains the fascinating concept of User Experience and Experience Design. Commentaries by Don Norman, Eric Reiss, Mark Blythe, and Whitney Hess

User Experience and Experience Design !

 
 

Our Latest Books

 
 
The Social Design of Technical Systems: Building technologies for communities. 2nd Edition
by Brian Whitworth and Adnan Ahmad
start reading
 
 
 
 
Gamification at Work: Designing Engaging Business Software
by Janaki Mythily Kumar and Mario Herger
start reading
 
 
 
 
The Social Design of Technical Systems: Building technologies for communities
by Brian Whitworth and Adnan Ahmad
start reading
 
 
 
 
The Encyclopedia of Human-Computer Interaction, 2nd Ed.
by Mads Soegaard and Rikke Friis Dam
start reading