Document re-ranking using cluster validation and label propagation

International Conference on Information and Knowledge Management, Proceedings

Volumn , Issue , 2006, Pages 690-697

  Yang, Lingpeng ^a   Ji, Donghong ^a   Zhou, Guodong ^a   Nie, Yu ^a   Xiao, Guozheng ^b  

^a INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

^b WUHAN UNIVERSITY   (China)

Author keywords

Data manifold structure; Document re ranking; Information retrieval; Label propagation

Indexed keywords

DATA STRUCTURES; INFORMATION MANAGEMENT; INFORMATION SERVICES; LEARNING SYSTEMS;

DATA MANIFOLD STRUCTURE; DOCUMENT RERANKING; LABEL PROPAGATION;

INFORMATION RETRIEVAL;

EID: 34547637412     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1183614.1183713     Document Type: Conference Paper

References (23)

1. Balinski, J., Danilowicz, C. 2005. Re-ranking Method Based on Inter-document Distance. Information Processing and Management 41(2005) 759-775.
2. Bear J., Israel, D., Petit J., Martin D. Using Information Extraction to Improve Document Retrieval. Proceedings of the Sixth Text Retrieval Conference. 1997.
3. Belkin, M., & Niyogi, P.. 2002. Using Manifold Structure for Partially Labeled Classification. Advances in Neural Information Processing Systems 15.
4. Crouch, C., Crouch, D., Chen, Q. and Holtz, S. 2002. Improving the Retrieval Effectiveness of Very Short Queries. Information Processing and Management, 38(2002).
5. Diaz, F., Regularizing Ad Hoc Retrieval Scores. In the Proceedings of the Fourteenth International Conference on Information and Knowledge Management (CIKM), 2005.
6. Kamps, J. 2004. Improving Retrieval Effectiveness by Reranking Documents Based on Controlled Vocabulary. The 21th European Conference on In-formation Retrieval.
7. Kurland O., Lee L. 2005. PageRank without Hyper-links: Structural Re-ranking using Links Induced by Language models. In the Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval.
8. Lee K., Park Y., Choi, K.S. 2001. Document Re-ranking Model Using Clusters. Information Processing and Management. V. 37 n.l, pl-14.
9. Lin, J. 1991. Divergence Measures Based on the Shannon Entropy. IEEE Transactions on Information Theory, 37:1, 145-150.
10. Liu, X.Y and Croft W.B, 2004. Cluster Based Retrieval Using Language Models. In Proceedings of SIGIR, pp. 186-193.
11. Luk, R. W. P., Wong, K. F. 2004. Pseudo-Relevance Feedback and Title Re-Ranking for Chinese IR. In Proceedings of NTCIR Workshop 4.
12. M. Mitra., A. Singhal. and C Buckley. 1998. Improving Automatic Query Expansion. In Proc. ACM SIGIR'98.
13. Niu Z.Y., Ji D.H., and Tan CL. 2005. Word Sense Disambiguation Using Label Propagation Based Semisupervised Learning. In Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL05), Ann Arbor, Michigan, US, pp.395-402.
14. Niu Z.Y., Ji D.H., and Tan C.L. 2004. Document Clustering based on Cluster Validation. In Proceedings of the 13th ACM International Conference on Information and Knowledge Management (CIKM-2004), Washington, DC, USA, pp.501-506.
15. Qu, Y.L., Xu, G.W.,Wang J. 2000. Rerank Method Based on Individual Thesaurus. Proceedings of NTCIR2 Workshop.
16. Szummer, M., & Jaakkola, T.. 2001. Partially Labeled Classification with Markov Random Walks. Advances in Neural Information Processing Systems 14.
17. Xu J., Croft, W.B. 1996. Query Expansion Using Local and Global Document Analysis. In Proc. ACM SIGIR'96.
18. Xu J., Croft, W.B. 2000. Improving the Effectiveness of Information Retrieval with Local Context Analysis. ACM Transactions on Information Systems, 18(1):79-112, 2000.
19. Yang L.P., Ji D.H. 2005(a). Chinese Information Retrieval Based on Terms and Relevant terms. ACM Transactions on Asian Language Information Processing. Vol. 4, Issue 3 (2005). pp. 357-374.
20. Yang L.P. Ji D.H. and Leong M.K. 2005(b). Chinese Document Re-ranking Based on Term Distribution and Maximal Marginal Relevance. Second Asia Information Retrieval Symposium (AIRS 2005). LNCS 3689, Pp. 299311.
21. Zhang B.Y, .Li H., Liu Y., Ji L., Xi W., Fan W., Chen Z., Ma W. 2005. Improving Search Results using Affinity Graph. In the Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval.
22. Zhu, X. & Ghahramani, Z. 2002. Learning from Labeled and Unlabeled Data with Label Propagation. CMU CALD technical report CMU-CALD-02-107.
23. Zhu, X., Ghahramani, Z., & Lafferty, J. 2003. SemiSupervised Learning Using Gaussian Fields and Harmonic Functions. In Proceedings of the 20th International Conference on Machine Learning.