Selecting features for ordinal text classification

CEUR Workshop Proceedings

Volumn 560, Issue , 2010, Pages 13-14

  Baccianella, Stefano ^a   Esuli, Andrea ^a   Sebastiani, Fabrizio ^a  

^a ISTI CNR   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); TEXT PROCESSING;

FEATURE SELECTION METHODS; LARGE DATASETS; ORDINAL REGRESSION; PRODUCT REVIEWS; TEXT CLASSIFICATION;

INFORMATION RETRIEVAL;

EID: 84867559381     PISSN: 16130073     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. S. Baccianella, A. Esuli, and F. Sebastiani. Evaluation measures for ordinal text classification. In Proceedings of the 9th IEEE Int'l Conference on Intelligent Systems Design and Applications (ISDA'09), pages 283-287, Pisa, IT, 2009.
2. S. Baccianella, A. Esuli, and F. Sebastiani. Multi-facet rating of product reviews. In Proceedings of the 31st European Conference on Information Retrieval (ECIR'09), pages 461-472, Toulouse, FR, 2009.
3. S. Baccianella, A. Esuli, and F. Sebastiani. Feature selection for ordinal regression. In Proceedings of the 25th ACM Symposium on Applied Computing (SAC'10), Sierre, CH, 2010.
4. R. Mukras, N. Wiratunga, R. Lothian, S. Chakraborti, and D. Harper. Information gain feature selection for ordinal text classification using probability redistribution. In Proceedings of the IJCAI'07 Workshop on Text Mining and Link Analysis, Hyderabad, IN, 2007.
5. B. Schölkopf, A. J. Smola, R. C. Williamson, and P. L. Bartlett. New support vector algorithms. Neural Computation, 12(5):1207-1245, 2000.