IEEE - Institute of Electrical and Electronics Engineers, Inc. - Research and realization of naive Bayes English text classification method based on base noun phrase identification

Enabling Technologies for the New Knowledge Society: ITI 3rd International Conference on Information and Communications Technology

Author(s): Lin Lv ; Yu-Shu Liu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2005
Conference Location: Cairo, Egypt
Conference Date: 5 December 2005
Page(s): 805 - 812
ISBN (Paper): 0-7803-9270-1
DOI: 10.1109/ITICT.2005.1609667
Regular:

To more advance classification accuracy of English texts, naive Bayes method based on base noun phrase (BaseNP) identification is presented. The rising maximum entropy model is applied to the... View More

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