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Dumais S, Platt J, Heckerman D, Sahami M. Inductive learning algorithms and representations for text categorization. In: Proceedings of the 7th International Conference on Information and Knowledge Management; 1998. p. 148–55.
Glover EJ, Tsioutsiouliklis K, Lawrence S, Pennock DM, Flake GW. Using web structure for classifying and describing web pages. In: Proceedings of the 11th International World Wide Web Conference; 2002. p. 562–9.
Joachims T. Text categorization with support vector machines: learning with many relevant features. In: Proceedings of the 10th European Conference on Machine Learning; 1998. p. 137–42.
Kehagias A, Petridis V, Kaburlasos VG, Fragkou P. A comparison of word- and sense-based text categorization using several classification algorithms. J Intell Inf Syst. 2003;21(3):227–47.
Kolcz A, Prabakarmurthi V, Kalita JK. String match and text extraction: summarization as feature selection for text categorization. In: Proceedings of the 10th International Conference on Information and Knowledge Management; 2001. p. 365–70.
Lewis DD. Representation quality in text classification: an introduction and experiment. In: Proceedings of the Workshop on Speech and Natural Language; 1990. p. 288–95.
Manning CD, Raghavan P, SchÜZe H. Introduction to information retrieval. Cambridge University Press, 2007.
Mccallum A, Nigam K. A comparison of event models for naive bayes text classication. In: Proceedings of the AAAI-98 Workshop on Learning for Text Categorization; 1998.
Peng F, Schuurmans D, Wang S. Augmenting naive bayes classifiers with statistical language models. Inf. Retr. 2004;7(3–4):317–45.
Rijsbergen CV. Information retrieval. 2nd ed. London: Butterworths; 1979.
Sebastiani F. Machine learning in automated text categorization. ACM Comput Surv. 2002;34(1):1–47.
Shen D, Chen Z, Yang Q, Zeng HJ, Zhang B, Lu Y, Ma WY. Web-page classification through summarization. In: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval; 2004. p. 242–9.
Shen D, Sun JT, Yang Q, Chen Z. A comparison of implicit and explicit links for web page classification. In: Proceedings of the 15th International World Wide Web Conference; 2006. p. 643–50.
Yang Y. An evaluation of statistical approaches to text categorization. Inf Retr. 1999;1(1–2):69–90.
Yang Y, Pedersen JO. A comparative study on feature selection in text categorization. In: Proceedings of the 14th International Conference on Machine Learning; 1997. p. 412–20.
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Shen, D. (2018). Text Categorization. In: Liu, L., Özsu, M.T. (eds) Encyclopedia of Database Systems. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-8265-9_414
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