J4 ›› 2009, Vol. 47 ›› Issue (4): 769-776.

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Text Subtopicfield Segmentation Based on Optimal Control Model

WANG Xiaofang1, WANG Ruifang2, 1   

  1. 1. Institute of Mathematics, Jilin University, Changchun 130012, China;2. College of Information Engineering, Dalian University, Dalian 116622, Liaoning Province, China
  • Received:2009-02-17 Online:2009-07-26 Published:2009-08-24
  • Contact: ZHANG Shugong E-mail:sgzh@mail.jlu.edu.cn.

Abstract:

A subtopicfield segmentation technique based on the optimal control model was proposed, the object function of the optimal control model was constructed by the withinsubtopicfield distance, the betweensubtopicfield distance, the withinsubtopicfield angle and the betweensubtopicfield angle. By solving the optimal control model, optimal subtopicfield segmentation is obtained. The method independent of specific application is a global optimal method. The experiments show that this method is better than other methods in applicability, F1 measure and Window Diff measure.

Key words: subtopicfield segmentation, withinsubtopicfield distance, betweensubtopicfield distance, withinsubtopicfield angle, betweensubtopicfield angle

CLC Number: 

  • TP391