Improved Web Text Classification Method for Classifying Quality Safety Accidents

Abstract:

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Web text classification, as one of the fundamental techniques of web mining, plays an important role in the web mining system. An improved term weighting method is proposed in this paper. Besides term frequency, the location of the term is also considered when calculating the weight of a term. Web pages were divided into 4 text blocks and each text block has its location weight. Experimental result shows that the precision of improved term weighting method is higher than traditional term weighting method.

Info:

Periodical:

Advanced Materials Research (Volumes 121-122)

Edited by:

Donald C. Wunsch II, Honghua Tan, Dehuai Zeng, Qi Luo

Pages:

996-1001

DOI:

10.4028/www.scientific.net/AMR.121-122.996

Citation:

S. H. Pan et al., "Improved Web Text Classification Method for Classifying Quality Safety Accidents", Advanced Materials Research, Vols. 121-122, pp. 996-1001, 2010

Online since:

June 2010

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Price:

$35.00

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