Realizing English text classification with semantic set index method

Beijing Youdian Daxue Xuebao/Journal of Beijing University of Posts and Telecommunications

Volumn 29, Issue 2, 2006, Pages 18-21

  Lu, Lin ^a   Liu, Yu Shu ^a   Liu, Yan ^a  

^a BEIJING INSTITUTE OF TECHNOLOGY   (China)

Author keywords

Latent semantic indexing; Semantic set index; Text classification

Indexed keywords

DATABASE SYSTEMS; LINGUISTICS; MINING; SEMANTICS; VECTORS;

CONCEPTUAL INDEX; LATENT SEMANTIC INDEXING (LSI); LINGUISTIC KNOWLEDGE; NAIVE BAYES VECTOR DISTANCE; SEMANTIC MINING; SEMANTIC SET INDEX; SEMANTIC THESAURUS DATABASE; TEXT CLASSIFICATION; TEXT FEATURE VECTOR; TEXT VECTOR SPACE REPRESENTATION; VECTOR SPACE MODEL (VSW);

INDEXING (OF INFORMATION);

EID: 33745670174     PISSN: 10075321     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (6)

1. Miller G A, Beckwith R, Fellbaum C, et al. Introduction to WordNet: an on-line lexical database[J]. International Journal of Lexicography, 1990, 3(4): 235-312.
2. Pang Jianfeng, Bu Dongbo, Bai Shuo. Research and implementation of text categorization system based on VSM[J]. Application Research of Computers, 2001, 9(9): 23-26.
3. Lu Lin, Zhou Shibin, Liu Yushu. Design and realization of a high-performance part of speech tagger for the English language[J]. Transactions of Beijing Institute of Technology, 2005, 25(10): 876-879.
4. Dumais S T, Fumas G W, Landauer T K, et al. Using latent semantic analysis to improve information retrieval[C]//Proceedings of CHI 88: Conference on Human Factors in Computing. New York: ACM, 1988: 281-285.
5. Sun Jian, Wang Wei, Zhong Yixin. Automatic text categorization based on K-nearest neighbor[J]. Journal of Beijing University of Posts and Telecommunications, 2001, 24(1): 42-46.
6. Wang Botao, Wu Weiling, Wu Shanpei. An improved training algorithm for artificial neural networks[J]. Journal of Beijing University of Posts and Telecommunications, 2004, 27(4): 87-91.