Related, but not relevant: Content-based collaborative filtering in TREC-8

Information Retrieval

Volumn 5, Issue 2-3, 2002, Pages 189-208

  Soboroff, Ian M ^a   Nicholas, Charles K ^a  

^a University of Marylandw Baltimore County   (United States)

Author keywords

Collaborative filtering; Content based filtering; Profile learning; Routing

Indexed keywords

EID: 11244341322     PISSN: 13864564     EISSN: None     Source Type: Journal    
DOI: 10.1023/a:1015797928606     Document Type: Article

References (32)

1. Ault T and Yang Y (2000) kNN at TREC-9: A failure analysis. In: Voorhees EM and Harman DK, Eds., The Ninth Text REtrieval Conference. National Institute of Standards and Technology, Gaithersburg, MD, to appear.
2. Berry MW (1992) Large scale singular value computations. International Journal of Supercomputer Applications, 6(1): 13-49.
3. Berry MW, Dumais ST and O'Brien GW (1995) Using linear algebra for intelligent information retrieval. SIAM Review, 37(4):573-595.
4. Billsus D and Pazzani MJ (1998) Learning collaborative information filters. In: Kautz H, Ed., Proceedings from the AAAI 1998 Workshop on Recommender Systems, Madison, WI.
5. Breese JS, Heckerman D and Kadie C (1998) Empirical analysis of predictive algorithms for collaborative filtering. In: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, Morgan Kaufman, Madison, WI.
6. Deerwester S, Dumais ST, Furnas GW, Landauer TK and Harshman R (1990) Indexing by latent semantic analysis. Journal of the American Society for Information Science, 41(6):391-407.
7. Ding CHQ (1999) A similarity-based probability model for latent semantic indexing. In: Hearst et al., Eds., pp. 58-65.
8. Dumais ST (1994) Using LSI for information filtering: TREC-3 experiments. In: Harman DK, Ed., Proceedings of the Third Text REtrieval Conference (TREC-3). Gaithersburg, MD. Also Titled "Latent Semantic Indexing (LSI): TREC-3 Report".
9. Dumais ST (1994) Using LSI for information filtering: TREC-3 experiments. In: Harman DK, Ed., Proceedings of the Third Text REtrieval Conference (TREC-3). Gaithersburg, MD. Also Titled "Latent Semantic Indexing (LSI): TREC-3 Report".
10. Goldberg D, Nichols D, Oki BM and Terry D (1992) Using collaborative filtering to weave an information tapestry. Communications of the ACM, 35(12):61-70.
11. Golub GH and Van Loan CF(1996) Matrix computations, 3rd edn. The Johns Hopkins University Press, Baltimore.
12. Gupta D, DiGiovanni M, Narita H and Goldberg K (1999) Jester 2.0: A new linear time collaborative filtering algorithm applied to jokes. In: Soboroff I, Nicholas C and Pazzani M, Eds., Proceedings of the 1999 SIGIR Workshop on Recommender Systems, Berkeley, CA.
13. Hearst M, Gey F and Tong R(1999), Eds. In: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '99). ACM Press, Berkeley, California.
14. Hofmann T (1999) Probabilistic latent semantic indexing. In: Hearst et al., Eds., pp. 50-57.
15. Hull D (1994) Improving text retrieval for the routing problem using latent semantic indexing. In: Proceedings of the Seventeenth Annual International ACM SIGIR Conference (SIGIR '94), Dublin, Ireland.
16. Hull DA and Robertson S (1999) The tree-8 filtering track final report. In: Voorhees EM and Harman DK, Eds., Proceedings of the Eighth Text REtrieval Conference (TREC-8). MIST Special Publication 500-246. National Institute of Standards and Technology, Gaithersburg, MD.
17. Kleinberg JM (1999) Authoritative sources in a hyperlinked environment. Journal of the ACM, 46(5):604-632.
18. Kolda TG and O'Leary DP (1996) A semi-discrete matrix decomposition for latent semantic indexing in information retrieval. Technical Report UMCP-CSD CS-TR-3724, University of Maryland, College Park, Department of Computer Science, and the UM Institute for Advanced Computer Studies.
19. Konstan JA, Miller BN, Maltz D, Herlocker JL, Gordon LR and Riedl J (1997) GroupLens: Applying collaborative filtering to Usenet news. Communications of the ACM, 40(3):77-87.
20. Malone TW, Grant KR, Turbak FA, Brobst SA and Cohen MD (1987) Intelligent information-sharing systems Communications of the ACM, 30(5):390-402.
21. O'Day VL and Jeffries R (1993) Orienteering in an information landscape: How information seekers get from here to there. In: Proceedings of INTERCHI'93, Amsterdam, Netherlands.
22. Resnick P, Iacovou N, Suchak M, Bergstrom P and Riedl J (1994) GroupLens: An open architecture for collaborative filtering of netnews. In: Proceedings of ACM 1994 Conference on Computer Supported Cooperative Work, ACM, Chapel Hill, NC.
23. Salton G (1971), Ed. The SMART Retrieval System: Experiments in Automatic Document Processing, Prentice Hall. Englewood Cliffs, NJ.
24. Schütze H, Hull DA and Pedersen JO (1995) A comparison of classifiers and document representations for the routing problem In: Proceedings of the Eighteenth Annual International ACM SIGIR Conference (SIGIR '95), Seattle, WA, USA.
25. Shardanand U and Maes P (1995) Social information filtering: Algorithms for automating "word of mouth". In: Proceedings of CHI'95 - Human Factors in Computing Systems, Denver, CO, USA.
26. Singhal A (1997) AT&T at TREC-6. In: Voorhees EM and Harman DK, Eds., The Sixth Text REtrieval Conference, NIST Special Publication 500-240, National Institute of Standards and Technology, Gaithersburg, MD.
27. Singhal A, Buckley C and Mitra M (1996) Pivoted document length normalization. In: Croft WB and van Rijsbergen CJ, Eds., Proceedings of the Nineteenth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval.
28. Singhal A, Choi J, Hindle D, Lewis DD and Pereira F (1998) AT&T at TREC-7. In: Voorhees EM and Harman DK, Eds., The Seventh Text REtrieval Conference, NIST Special Publication 500-242. National Institute of Standards and Technology, Gaithersburg, MD.
29. Singhal A, Mitra M and Buckley C (1997) Learning routing queries in a query zone. In: Proceedings of the 20th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 97), Philadelphia, PA.
30. Soboroff IM (2000) Combining content-based and collaborative text filtering. PhD Thesis, University of Maryland, Baltimore County, Baltimore, MD.
31. Soboroff IM and Nicholas CK (1999) Combining content and collaboration in text filtering. In: Joachims T, Ed., Proceedings of the IJCAI'99 Workshop on Machine Learning in Information Filtering, Stockholm, Sweden.
32. Zha H and Simon HD (1999) On updating problems in latent semantic indexing. SIAM Journal on Scientific Computing, 21(2):782-791.