A fuzzy contrast model to measure semantic similarity between OWL DL concepts

被引：0
|
作者：
Qiu, Ming [1 ]
Chen, Gang [1 ]
Dong, Jinxiang [1 ]
机构：
[1] Zhejiang Univ, Inst Artificial Intelligence, Hangzhou 310027, Peoples R China
来源：
FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PROCEEDINGS | 2006年 / 4223卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
On the basis of psychological studies about similarity, we propose a model, called the fuzzy contrast model, to measure the semantic similarity between concepts expressed by OWL DL. By transforming an OWL DL concept to a set of axioms in description logic SWOIN(D), the fuzzy contrast model computes the similarity of concepts from their semantic descriptions in SWOIN(D). In order to imitate human perception of sameness and difference, fuzzy set is introduced to built intersection and set difference of feature set in our model. An iterative method is proposed to compute the similarity of concepts. Two experimental results are provided to show the effectiveness of fuzzy contrast model.
引用
收藏
页码：951 / 960
页数：10
相关论文
共 50 条
  • [1] A combined fuzzy semantic similarity measure in OWL ontologies
    Cannella, Vincenzo
    Russo, Giuseppe
    Sangiorgi, Pierluca
    Pirrone, Roberto
    [J]. WEBIST 2008: PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON WEB INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 2, 2008, : 181 - 186
  • [2] Semantic Similarity between Concepts based on OWL Ontologies
    Xiao Min
    Zhong Luo
    Xiong Qianxing
    [J]. WKDD: 2009 SECOND INTERNATIONAL WORKSHOP ON KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 2009, : 749 - +
  • [3] Measure of similarity between fuzzy concepts for identification of fuzzy user's requests in fuzzy semantic networks
    Omri, MN
    Chouigui, N
    [J]. INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2001, 9 (06) : 743 - 748
  • [4] Fuzzy semantic similarity between ontological concepts
    Song, Ling
    Ma, Jun
    Liu, Hui
    Lian, Li
    Zhang, Dongmei
    [J]. ADVANCES AND INNOVATIONS IN SYSTEMS, COMPUTING SCIENCES AND SOFTWARE ENGINEERING, 2007, : 275 - 280
  • [5] Ontology-based Measure of Semantic Similarity between Concepts
    Shi Bin
    Fang Liying
    Yan Jianzhuo
    Wang Pu
    Zhao Zhongcheng
    [J]. 2009 WRI WORLD CONGRESS ON SOFTWARE ENGINEERING, VOL 2, PROCEEDINGS, 2009, : 109 - 112
  • [6] Spectral similarity measure based on fuzzy feature contrast model
    Tang, H
    Fang, T
    Shi, PF
    [J]. OPTICS COMMUNICATIONS, 2004, 238 (1-3) : 123 - 137
  • [7] FAST: A Fuzzy Semantic Sentence Similarity Measure
    Chandran, David
    Crockett, Keeley
    Mclean, David
    Bandar, Zuhair
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ - IEEE 2013), 2013,
  • [8] On fuzzy semantic similarity measure for DNA coding
    Ahmad, Muneer
    Jung, Low Tang
    Bhuiyan, Md Al-Amin
    [J]. COMPUTERS IN BIOLOGY AND MEDICINE, 2016, 69 : 144 - 151
  • [9] Semantic, fuzzy set and fuzzy measure similarity for the gene ontology
    Cross, Valerie V.
    Sun, Yi
    [J]. 2007 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-4, 2007, : 1951 - 1956
  • [10] An Approach of Semantic Similarity Measure between Ontology Concepts Based on Multi Expression Programming
    Xia, Shixiong
    Hu, Zuhui
    Niu, Qiang
    [J]. 2009 SIXTH WEB INFORMATION SYSTEMS AND APPLICATIONS CONFERENCE, PROCEEDINGS, 2009, : 184 - 188
12345