Text representation: From vector to tensor

Proceedings - IEEE International Conference on Data Mining, ICDM

Volumn , Issue , 2005, Pages 725-728

  Ning, Liu ^a   Benyu, Zhang ^b   Jun, Yan ^c   Zheng, Chen ^b   Wenyin, Liu ^d   Fengshan, Bai ^a   Leefeng, Chien ^e  

^a TSINGHUA UNIVERSITY   (China)

^b MICROSOFT RESEARCH ASIA   (China)

^c PEKING UNIVERSITY   (China)

^d CITY UNIVERSITY OF HONG KONG   (Hong Kong)

^e INSTITUTE OF INFORMATION SCIENCE   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE SYSTEMS; MATHEMATICAL MODELS; SINGULAR VALUE DECOMPOSITION; TENSORS; VECTOR QUANTIZATION;

DATASETS; DIMENSION REDUCTION; TEXT REPRESENTATION;

TEXT PROCESSING;

EID: 34548580758     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDM.2005.144     Document Type: Conference Paper

References (9)

1. Aslam, J., Belkin, N., Zhai, C., Callan, J., Hiemstra, D., Hofmann, T., Dumais, S., Harper, D.J., et.al. Challenges in information retrieval and language modeling: report of a workshop held at the center for intelligent information retrieval, University of Massachusetts Amherst, 2001.
2. Baeza-Yates, R. and Ribeiro-Neto, B. Modern Information Retrieval. Addison-Wesley, 1999.
3. Cavnar, W.B. and Trenkle, J.M., N-Gram-Based Text Categorization. In Proceedings of the SDAIR-94, 3rd Annual Symposium on Document Analysis and Information Retrieval, (1994), 161-169.
4. Croft, W.B. and Lafferty, J. Language Modeling for Information Retrieval. Kluwer Academic, 2003.
5. Gerard, S. and Chris, B. Term Weighting Approaches in Automatic Text Retrieval, Technical Report TR87-881, Department of Computer Science, Cornell University, 1987
6. Jolliffe, I.T. Principal Component Analysis. Spriger Verlag, New York, 1986.
7. Lang, K., NewsWeeder; Learning to Filter Netnews. In Proceedings of the 12th International Conference on Machine Learning (ICML 1995), 331-339.
8. Lathauwer, L.D., Moor, B.D. and Vandewalle, J. A Multilinear Singular Value Decomposition. SIAM Journal on Matrix Analysis and Applications, 21. 1253-1278.
9. Wrede, R.C. Introduction to Vector and Tensor Analysis. Wiley, 1963.