A family of fuzzy description logics with comparison expressions=

被引：0

作者：

Lu, Jianjiang ^{[1
]}

Kang, Dazhou ^{[2
]}

Zhang, Yafei ^{[1
]}

Li, Yanhui ^{[2
]}

Zhou, Bo ^{[1
]}

机构：

[1] PLA Univ Sci & Technol, Inst Command & Automat, Nanjing 210007, Peoples R China

[2] Southeast Univ, Sch Comp Sci & Engn, Nanjing 210096, Peoples R China

来源：

ROUGH SETS AND KNOWLEDGE TECHNOLOGY | 2008年 / 5009卷

基金：

国家高技术研究发展计划(863计划);

关键词：

ontology; distributed; fuzzy; description logic;

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：

The fuzzy knowledge plays an important role in many applications on the semantic web which faces imprecise and vague information. The current ontology languages on the semantic web use description logics as their logic foundation, which are insufficient to deal with fuzzy knowledge. Comparisons expressions between fuzzy membership degrees are frequently used in fuzzy knowledge systems. However, the current fuzzy extensions of description logics are not support the expression of such comparisons. This paper defines fuzzy comparison cuts to represent comparison expressions, extends fuzzy description logics by importing fuzzy comparison cuts and introducing new constructors. Furthermore, the reasoning algorithm is proposed. It enables representation and reasoning for fuzzy knowledge on the semantic web.

引用

页码：395 / +

页数：2

共 13 条

[1]

Baader F., 2003, DESCRIPTION LOGIC HD

[2]

Calegari S, 2007, LECT NOTES ARTIF INT, V4578, P118

[3]

HOLLDOBLER S, 2003, J ADV COMPUTATIONAL, V7, P294

[4]

KANG D, 2006, 2006 INT WORKSH DESC

[5] A family of extended fuzzy description logics [J].

Li, YH ;

Xu, BW ;

Lu, JJ ;

Kang, DZ ;

Wang, P .

PROCEEDINGS OF THE 29TH ANNUAL INTERNATIONAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE, 2005, :221-226

[6]

SANCHEZ D, 2004, P 8 FUZZ DAYS DORTM

[7]

Stoilos G., 2005, P INT WORKSH UNC REA

[8] Transforming fuzzy description logics into classical description logics [J].

Straccia, U .

LOGICS IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2004, 3229 :385-399

[9] Reasoning within fuzzy description logics [J].

Straccia, U .

JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, 2001, 14 :137-166

[10]

STRACCIA U, 2006, FUZZY LOGIC SEMANTIC

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