An Improved Concept of Semantic Similarity Computation Algorithm based on Domain Ontology

被引:0
作者
Jiang, Yongliang [1 ]
Zhang, Yamin [2 ]
机构
[1] Hainan Normal Univ, Network Ctr, Haikou 571158, Peoples R China
[2] Luohe Med Coll, Dept Comp, Luohe 462300, Peoples R China
来源
PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON INFORMATION SCIENCES, MACHINERY, MATERIALS AND ENERGY (ICISMME 2015) | 2015年 / 126卷
关键词
domain ontology; semantic similarity; concept similarity;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
To effectively solve the problem of semantic similarity between concepts, the existing concept semantic similarity computation methods were studied and an improved concept semantic similarity computation algorithm based on domain ontology was put forward. In the process of computing concept semantic similarity the algorithm not only considered the basic relationships but also the custom relationships between concepts. In addition, the algorithm also took into account the concept of properties, and the concept of instance impact on semantic similarity computation. All these measures make the effectiveness of the algorithm in computing concept semantic similarity improved. The example showed that in the aspect of concept semantic similarity computation the proposed algorithm is more effective than the existing algorithms.
引用
收藏
页码:1235 / 1238
页数:4
相关论文
共 9 条
[1]  
[Anonymous], INFORM SCI
[2]  
[Anonymous], J COMPUTER RES DEV
[3]  
[Anonymous], COMPUTER ENG APPL
[4]  
[Anonymous], USING WORDNET KNOWLE
[5]  
[Anonymous], COMPUTER SCI
[6]  
[Anonymous], RES ONTOLOGY BASED C
[7]  
[崔其文 Cui Qiwen], 2012, [计算机应用与软件, Computer Applications and Software], V29, P173
[8]  
Lv Lin-tao, 2010, Computer Engineering, V36, P59
[9]  
TVERSKY A, 1977, PSYCHOL REV, V84, P327, DOI 10.1037/h0026750