Text Summarization Using Hybrid Parallel Genetic Algorithm

Abstract:

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This paper proposes a special text summarization method based on hybrid parallel genetic algorithm. The idea of our approach is to obtain center of sentences based on k-means clustering and hybrid parallel genetic algorithm. We select those sentence according its importance and distance of center to form a summarization. Experimental results indicate a clear superiority of the proposed method over the traditional method under the proposed evaluation scheme.

Info:

Periodical:

Advanced Materials Research (Volumes 268-270)

Edited by:

Feng Xiong

Pages:

1073-1076

DOI:

10.4028/www.scientific.net/AMR.268-270.1073

Citation:

X. L. Tang et al., "Text Summarization Using Hybrid Parallel Genetic Algorithm", Advanced Materials Research, Vols. 268-270, pp. 1073-1076, 2011

Online since:

July 2011

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Price:

$35.00

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