Personalized tag recommendation using graph-based ranking on multi-type interrelated objects

Proceedings - 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009

Volumn , Issue , 2009, Pages 540-547

  Guan, Ziyu ^a   Bu, Jiajun ^a   Mei, Qiaozhu ^b   Chen, Chun ^a   Wang, Can ^a  

^a ZHEJIANG UNIVERSITY   (China)

^b University of Illinois at Urbana Champaign   (United States)

Author keywords

Personalization; Ranking; Recommender systems; Social tagging

Indexed keywords

DATA SETS; GRAPH-BASED; PERSONALIZATIONS; RANKING ALGORITHM; RECOMMENDER SYSTEMS; TEXT DOCUMENT; USER EXPERIENCE; USERS' INTERESTS; WEB 2.0 APPLICATIONS; WEB PAGE;

CONCENTRATION (PROCESS); INFORMATION RETRIEVAL; INFORMATION SERVICES; WORLD WIDE WEB;

ALGORITHMS;

EID: 72449181377     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1571941.1572034     Document Type: Conference Paper

References (23)

1. G. Adomavicius and A. Tuzhilin. Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE Transactions on Knowledge and Data Engineering, 2005.
2. S. Agarwal. Ranking on graph data. In Proceedings of the 23rd international conference on Machine learning, 2006.
3. D. Cai, X. He, and J. Han. Spectral regression for efficient regularized subspace learning. In Proc. Int. Conf. Computer Vision (ICCV'07), 2007.
4. D. Cai, X. He, and J. Han. SRDA: An efficient algorithm for large scale discriminant analysis. IEEE Transactions on Knowledge and Data Engineering, 20(1):1-12, January 2008.
5. P. A. Chirita, S. Costache, W. Nejdl, and S. Handschuh. P-tag: large scale automatic generation of personalized annotation tags for the web. In Proceedings of the 16th international conference on World Wide Web, pages 845-854, 2007.
6. CiteULike. http://www.citeulike.org.
7. Del.icio.us. http://delicious.com.
8. Flickr. http://www.flickr.com.
9. N. Garg and I. Weber. Personalized, interactive tag recommendation for flickr. In Proceedings of the 2008 ACM conference on Recommender systems, 2008.
10. S. A. Golder and B. A. Huberman. Usage patterns of collaborative tagging systems. Journal of Information Science, 32(2):198, 2006.
11. H. Halpin, V. Robu, and H. Shepherd. The complex dynamics of collaborative tagging. In Proceedings of the 16th international conference on World Wide Web, 2007.
12. X. He and P. Niyogi. Locality preserving projections. In Advances in Neural Information Processing Systems 16. MIT Press, Cambridge, MA, 2003.
13. X. He, S. Yan, Y. Hu, P. Niyogi, and H.-J. Zhang. Face recognition using laplacianfaces. IEEE Transactions on Pattern Analysis and Machine Intelligence, 27(3):328-340, 2005.
14. J. Kleinberg. Authoritative sources in a hyperlinked environment. In Proc. 9th Annual ACM-SIAM Symposium Discrete Algorithms, pages 668-677, January 1998.
15. X. Li, L. Guo, and Y. E. Zhao. Tag-based social interest discovery. In Proceedings of the 17th international conference on World Wide Web, 2008.
16. Q. Mei, D. Zhou, and K. Church. Query suggestion using hitting time. In Proceedings of the 16th ACM International Conference on Information and Knowledge Management.
17. S. Sen, S. K. Lam, D. Cosley, D. Frankowski, J. Osterhouse, F. M. Harper, and J. Riedl. tagging, communities, vocabulary, evolution. In Proceedings of the ACM 2006 conference on Computer supported cooperative work, pages 181-190, 2006.
18. B. Sigurbjörnsson and R. van Zwol. Flickr tag recommendation based on collective knowledge. In Proceedings of the 17th international conference on World Wide Web, 2008.
19. Y. Song, Z. Zhuang, H. Li, Q. Zhao, J. Li, W. C. Lee, and C. L. Giles. Real-time automatic tag recommendation. In Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, pages 515-522, 2008.
20. J. T. Sun, H. J. Zeng, H. Liu, Y. Lu, and Z. Chen. Cubesvd: a novel approach to personalized web search. In Proceedings of the 14th international conference on World Wide Web, 2005.
21. L. von Ahn and L. Dabbish. Labeling images with a computer game. In Proceedings of the SIGCHI conference on Human factors in computing systems, pages 319-326, 2004.
22. Z. Xu, Y. Fu, J. Mao, and D. Su. Towards the semantic web: Collaborative tag suggestions. In Collaborative Web Tagging Workshop at WWW2006, 2006.
23. D. Zhou, J. Weston, A. Gretton, O. Bousquet, and B. Scholkopf. Ranking on data manifolds. In 18th Annual Conference on Neural Information Processing Systems, 2003.