A Bayesian approach for text classification

Proceedings - 2006 International Conference on Information and Communication Technologies: From Theory to Applications, ICTTA 2006

Volumn 1, Issue , 2006, Pages 1323-1326

  Colace, Francesco ^a   De Santo, Massimo ^a  

^a UNIVERSITY OF SALERNO   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORKS; CLASSIFICATION (OF INFORMATION);

BAYESIAN APPROACHES; DIGITAL INFORMATION; HOT TOPICS; REUTERS; TEXT CLASSIFICATION;

TEXT PROCESSING;

EID: 79952778603     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICTTA.2006.1684572     Document Type: Conference Paper

References (7)

1. Sebastiani, F., "Machine learning in automated text categorization" ACM computing Surveys, 34(1), 2002
2. Lewis, D. D., "Naive (Bayes) at forty: The independence assumption in information retrieval", In Proceedings of ECML-98, 10th European Conference on Machine Learning, 1998
3. Tzeras, K. Hartmann, S., Automatic indexing based on Bayesian inference networks, In Proceedings of SIGIR-93, 22-34, 1993
4. Heckerman, 1997. Bayesian Networks for Data Mining. In Data Mining and Knowledge Discovery 1
5. Luis M. de Campos, Juan M. Fernandez-Luna, Juan F. Huete, 2000. Building Bayesian Network-Based Information Retrieval Systems. In proceedings of DEXA Workshop 2000
6. Jensen, F., 1998. An Introduction to Bayesian Networks. Springer - Verlag, New York
7. Lewis, D. D., An evaluation of phrasal and clustered representations on a text categorization task, In Proceedings of SIGIR-92, 15th ACM International Conference on Research and Development in Information Retrieval, 37-50, 1992