Improving Hypertext Classification Systems through WordNet-based Feature Abstraction
Chakrabarti, S., Dom, B., and Indyk, P., "Enhanced hypertext categorization using hyperlinks," Proceedings of the ACM SIGMOD International Conference, pp. 307-318, 1998.
Chang, J. Y., "A Sentiment Analysis Algorithm for Automatic Product Reviews Classification in On-Line Shopping Mall," The Journal of Society for e-Business Studies, Vol. 14, No. 4, pp. 19-33, 2009.
Elberrichi, Z., Rahmoun, A., and Bentaalah, M. A., "Using WordNet for Text Categorization," The International Arab Journal of Information Technology, Vol. 5, No. 1, pp. 16-24, 2008.
Jiang, J. and Conrath, D., "Semantic Similarity Based on Corpus Statistics and Lexical Taxonomy," Proceedings of International Conference on Research in Computational Linguistics, pp. 19-33, 1997.
Lee, J. W., Park, S. C., Lee, S. K., Park, J. H., Kim, H. J., and Lee, S. G., "Semantic Search and Recommendation of e-Catalog Documents through Concept Network," The Journal of Society for e-Business Studies, Vol. 15, No. 3, pp. 131-145, 2010.
Lu, Z., Liu, Y., Zhao, S., and Chen, X., "Study on Feature Selection and Weighting Based on Synonym Merge in Text Categorization," Proceedings of the 2nd International Conference on Future Networks, pp. 105-109, 2010.
MALLET, MAchine Learning for Language Toolkit, http://mallet.cs.umass.edu/.
Mansuy, T. and Hilderman, R., "Evaluating WordNet Features in Text Classification Models," Proceedings of the 19th International Florida Artificial Intelligence Research Symposium, pp. 568-573, 2006.
Mitchell, T. M., Machine Learning, McGraw-Hill, 1997.
Oh, H. J. and Myaeng, S. H., "A Hypertext Categorization Method using Incrementally Computable Class Link Information," Journal of Korean Institute of Information Scientist and Engineers, Vol. 29, No. 7-8, pp. 498-509, 2002.
Oh, S. J., Ahn, J. H., and Park, J. S., "Ontology Selection Ranking Model based on Semantic Similarity Approach," The Journal of Society for e-Business Studies, Vol. 14, No. 2, pp. 95-116, 2009.
Priss, U., "Formal Concept Analysis in Information Science," Annual Review of Information Science and Technology, Vol. 40, No. 1, pp. 521-543, 2006.
RiTa.WordNet, A WordNet library for Java/Processing, http://rednoise.org/rita/wordnet/documentation/index.htm.
Scott, S. and Matwin, S., "Feature engineering for text classification," Proceedings of 16th International Conference on Machine Learning, pp. 379-388, 1999.
Utard, H. and Fürnkranz, J., "Link-Local Features for Hypertext Classification," Semantics, Web and Mining : Joint International Workshops, Lecture Notes in Computer Science, Vol. 4289, pp. 51-64, 2005.
Zhang, B., Yan, J., Chen, Z., Liu, W., Bai, F., and Chien, L., "Text representation: from vector to tensor," Proceedings of 5th IEEE International Conference on Data Mining, pp. 725-728, 2005.
Zhao, Y., Karypis, G., and Fayyad, U., "Hierarchical Clustering Algorithms for Document Datasets," Data Mining and Knowledge Discovery, Vol. 10, No. 2, pp. 141-168, 2005.
- There are currently no refbacks.