New method of character relations auto-extraction

Yang Feng*, Sen Lin Luo, Li Min Pan, Yue Wang, Yao Wei Wang

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

A new method of character relations auto-extraction from Chinese text set is proposed in this paper. In this method, characters and their relations are extracted from sentences and documents by computing the relative strength and attributive weight of relative properties. Each dispersed relation is organized and represented by the relative coefficient. For the purpose of exhibiting relations visually, the relations map, which describes characters and relative properties between them, could be constructed based on the coefficients. The experiment of relation extraction shows that the precision and recall of this method are 85.56% and 61.94%; the experiment of relations map shows that the precision and recall are 94.74% and 52.94% of level-1, 96.88% and 59.62% of level-2, respectively.

Original languageEnglish
Title of host publicationProceedings - 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009
DOIs
Publication statusPublished - 2009
Event2009 International Conference on Information Engineering and Computer Science, ICIECS 2009 - Wuhan, China
Duration: 19 Dec 200920 Dec 2009

Publication series

NameProceedings - 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009

Conference

Conference2009 International Conference on Information Engineering and Computer Science, ICIECS 2009
Country/TerritoryChina
CityWuhan
Period19/12/0920/12/09

Keywords

  • Character relation
  • Chinese information processing
  • Relations map
  • Relative property
  • Relative strength

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Feng, Y., Luo, S. L., Pan, L. M., Wang, Y., & Wang, Y. W. (2009). New method of character relations auto-extraction. In Proceedings - 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009 Article 5362605 (Proceedings - 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009). https://doi.org/10.1109/ICIECS.2009.5362605