Text Summarization Using Hybrid Parallel Genetic Algorithm
This paper proposes a special Chinese automatic summarization method based on Concept-Obtained and Improved K-means Algorithm. The idea of our approach is to obtain concepts of words based on HowNet, and use concept as feature, instead of word. We use conceptual vector space model and Improved K-means Algorithm to form a summarization. Experimental results indicate a clear superiority of the proposed method over the traditional method under the proposed evaluation scheme.
X. L. Tang and X. R. Wang, "Text Summarization Using Hybrid Parallel Genetic Algorithm", Advanced Materials Research, Vols. 271-273, pp. 154-157, 2011