%A Li Xiaoying, Li Danya, Qian Qing, Sun Haixia, Li Junlian, Hu Tiejun %T Research on Automatic Algorithm of Finding English Synonymous Relations for Knowledge Organization System Integration %0 Journal Article %D 2014 %J Data Analysis and Knowledge Discovery %R 10.11925/infotech.1003-3513.2014.05.04 %P 26-32 %V 30 %N 5 %U {https://manu44.magtech.com.cn/Jwk_infotech_wk3/CN/abstract/article_3895.shtml} %8 2014-05-25 %X

[Objective] In order to find synonymous relations for knowledge organization system integration. [Methods] This paper presents an automatic algorithm, which consists of lemmatization and semantic merging, as well as various methods to control the effects induced by vocabulary granularity. [Results] Its efficiency and effectiveness is well demonstrated from large scale data testing using many source vocabularies, compared with well-known integrated knowledge organization system. [Conclusions] The proposed algorithm can be used in large scale knowledge organization system integration, and is helpful for Chinese knowledge organization system integration.