A feature optimization algorithm of concept similarity based on Chinese wikipedia - 文章详情页

作者：

Chang, Xiaofei (Chang, Xiaofei.) | Liu, Lei (Liu, Lei.) | Sun, Mengtao (Sun, Mengtao.) | Jia, Yalu (Jia, Yalu.) | Zhang, Chunxia (Zhang, Chunxia.)

收录：

EI Scopus

摘要：

Concept　similarity　measure　based　on　feature　vector　has　wide　application　in　various　fields,　but　the　problems　of　polysemy　and　synonym　existing　in　feature　vector　affect　the　similarity　measure.　We　present　a　feature　optimization　algorithm　based　on　Chinese　Wikipedia　which　can　reduces　this　effect.　First　we　build　a　POS　feature　dictionary　(POS-Dic)　and　a　POS　Tongyici　Cilin(POS-Cilin),　and　then　a　new　feature　vector　is　used　for　concept　similarity　measure.　Experiments　show　that　the　algorithm　effectively　reduces　the　influence　of　polysemy　and　synonym　on　the　concept　similarity　measure.　©　2017　IEEE.

关键词：

Fuzzy systems Optimization Vectors

作者机构：

[ 1 ] [Chang, Xiaofei]College of Applied Sciences, Beijing University of Technology, Beijing, China
[ 2 ] [Liu, Lei]College of Applied Sciences, Beijing University of Technology, Beijing, China
[ 3 ] [Sun, Mengtao]College of Applied Sciences, Beijing University of Technology, Beijing, China
[ 4 ] [Jia, Yalu]College of Applied Sciences, Beijing University of Technology, Beijing, China
[ 5 ] [Zhang, Chunxia]School of Software, Beijing Institute of Technology, Beijing, China

通讯作者信息：

[liu, lei]college of applied sciences, beijing university of technology, beijing, china

电子邮件地址：

查看成果更多字段

成果类型
所属机构

所有年份指定年份从至