Mapping documents onto web page ontology

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3209, Issue , 2004, Pages 77-96

  Mladenić, Dunja ^a,b   Grobelnik, Marko ^a  

^a JO EF STEFAN INSTITUTE   (Slovenia)

^b CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFIERS; DATA MINING; HUMAN COMPUTER INTERACTION; INFORMATION RETRIEVAL SYSTEMS; MAPPING; TEXT PROCESSING; WEBSITES;

DOCUMENT CATEGORIZATION; EXPERIMENTAL COMPARISON; EXPERIMENTAL EVALUATION; FEATURE SUBSET SELECTION; HIERARCHICAL CLASSIFICATION STRUCTURES; HIERARCHICAL STRUCTURES; INDEPENDENT CLASSIFIERS; NAIVE BAYESIAN CLASSIFIER;

SEMANTIC WEB;

EID: 23144467052     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-30123-3_5     Document Type: Conference Paper

References (16)

1. Filo D., Y.J.: Yahoo! inc. In: http://www.yahoo.com/docs/pr/. (1997)
2. McCallum, A., N.K.: A comparison of event models for naive bayes text classifiers. In: Proceedings of the AAAI-98 Workshop on Learning for Text Categorization. (1998)
3. Mladenić, D., G.M.: Word sequences as features in text-learning. In: Proceedings of the Seventh Electrotechnical and Computer Science Conference ERK'98, Slovenia: IEEE section. (1998)
4. Agrawal R., Mannila H., S.R.T.H.V.A.: Fast discovery of association rules. In: Advances in Knowledge Discovery and Data Mining, U.M. Fayyad, G. Piatetsky- Shapiro, P. Smyth, R. Uthurusamy (Eds.). (1996)
5. Quinlan, J.: Constructing Decision Tree. Morgan Kaufman Publishers (1993)
6. Koller, D., S.M.: Hierarchically classifying documents using very few words. In: Proceedings of the 14th International Conference on Machine Learning ICML97. (1997)
7. Yang, Y., P.J.: A comparative study on feature selection in text categorization. In: Proceedings of the 14th International Conference on Machine Learning ICML97. (1997) 412-420
8. van Rijsbergen C.J., Harper D.J., P.M.: The selection of good search terms. Information Processing and Management 17 (1981) 77-91
9. Mladenić, D., G.M.: Feature selection on hierarchy of web documents. Journal of Decission support systems 35 (2003) 45-87
10. Mladenić, D.: Machine learning on non-homogeneous, distributed text data. In: PhD thesis, University of Ljubljana, Slovenia, http://www.cs.cmu.edu/-TextLearning/pww/PhD.html. (1998)
11. Mladenić, D.: Turning yahoo into an automatic web-page classifier. In: Proceedings of the 13th European Conference on Aritficial Intelligence ECAI'98. (1998)
12. Grobelnik M., M.D.: Efficient text categorization. In: Proceedings of the ECML-98 Workshop on Text Mining. (1998)
13. Lewis, D.: Evaluating and optimizating autonomous text classification systems. In: Proceedings of the 18th Annual International ACM-SIGIR Conference on Recsearch and Development in Information Retrieval. (1995)
14. Mladenić, D.: Feature subset selection in text-learning. In: Proceedings of the 10th European Conference on Machine Learning ECML98. (1998)
15. McCallum A., Rosenfeld R., M.T.N.A.: Improving text classification by shrinkage in a hierarchy of classes. In: Proceedings of the 15th International Conference on Machine Learning (ICML-98), Morgan Kaufmann, San Francisco, CA (1998)
16. Brank J., Grobelnik M., M.F.N.M.D.: Interaction of feature selection methods and linear classification models. In: Proceedings of the ICML-2002 Workshop on Text Learning, Sydney: The University of New South Wales (2002)