|本期目录/Table of Contents|

[1]杨 倩,冯志勇,饶国政,等.物流领域本体的模块化研究与实现[J].天津大学学报(自然科学版),2009,(12):1105-1111.
 YANG Qian,FENG Zhi-yong,RAO Guo-zheng,et al.Research and Implementation of Ontology Modularization for Logistics[J].Journal of Tianjin University,2009,(12):1105-1111.
点击复制

物流领域本体的模块化研究与实现()
分享到:

《天津大学学报(自然科学版)》[ISSN:0493-2137/CN:12-1127/N]

卷:
期数:
2009年12
页码:
1105-1111
栏目:
电子信息工程
出版日期:
2009-12-15

文章信息/Info

Title:
Research and Implementation of Ontology Modularization for Logistics
文章编号:
0493-2137(2009)12-1105-07
作者:
杨 倩冯志勇饶国政王家昉
天津大学计算机科学与技术学院,天津 300072
Author(s):
YANG QianFENG Zhi-yongRAO Guo-zhengWANG Jia-fang
School of Computer Science and Technology,Tianjin University,Tianjin 300072,China
关键词:
本体模块化不一致物流
Keywords:
ontologymodularizationinconsistencylogistics
分类号:
TP182
文献标志码:
A
摘要:
为解决物流领域大本体不易维护、应用困难等问题,将模块化技术引入物流领域本体建设中.提出了本体模块的定义.给出了物流领域问题域划分原则,并采用断言方式将模块连接,形成不同语境下的知识表示.针对模块连接时产生的不一致问题提出约束原则,从而保证了模块间连接的正确性.由于划分后产生的货物本体模块依然较大,根据货物专业领域的知识特点将其细化为多个模块,这样模块间的关系呈现树状结构,并用程序将模块连接.在此基础上,优化了基于本体和规则的物流管理系统.实验表明,模块化技术将推理限制在较小的范围之内,降低了推理复杂度,大大减少了系统内存消耗,提高了系统响应速度,且本体模块易维护和复用.
Abstract:
Modularization was introduced to logistic ontology to solve the problem of the maintainability and usability of large logistic ontology. The definition of ontology module and the division principles for the logistic problem domain were proposed,and assertions were defined to link the ontology modules to represent knowledge in different contexts. Considering that inconsistency may occur during linking the modules,constraints were used to guarantee the accuracy of links between modules. As the cargo module was still large after modularization,cargo module was decomposed into multi-modules according to the characteristic of cargo field. Therefore the relationship between the modules was restricted to be simple trees and modules were linked by procedures. With the method proposed in this paper,the logistic system based on ontology and rule was optimized. The experiments show that the logistic ontology modularization restricts the reasoning in an acceptable scope and simplifies the complexity of reasoning. The resource usage and the response time of the system are reduced.Meanwhile, the logistic ontology modularization enhances the maintenance and reusability of ontology modules.

参考文献/References:

[1] 李晓红,聂旭飞,冯志勇. 基于本体和规则的物流知识表示与推理[J]. 天津大学学报,2008,41(3):305-310. Li Xiaohong,Nie Xufei,Feng Zhiyong. Knowledge representation and reasoning of logistic system based on ontology and rule[J]. Journal of Tianjin University,2008, 41(3):305-310(in Chinese).
[2] Chandra C,Tumanyan A. Organization and problem ontology for supply chain information support system[J]. Data and Knowledge Engineering,2007,61(2):263-280.
[3] Lian Peng,Park Dae-Won,Kwon Hyuk-Chul. Design of logistics ontology for semantic representing of situation in logistics[C]//Proceedings of the 2nd Workshop on Digital Media and Its Application in Museum and Heritage. Washington D C,USA:IEEE Computer Society, 2007:432-437.
[4] Buchheit M,Donini F M,Nutt W,et al. Terminological systems revisited:Terminology = schema + views[C]// Proceedings of the 12th National Conference on Artificial Intelligence(AAAI-94). USA:American Association for Artificial Intelligence,1994:199-204.
[5] Farmer W,Guttman J,Thayer F. Little theories[C]// Proceedings of the 11th International Conference on Automated Deduction,Lecture Notes in Computer Science. London:Springer-Verlag,1992:567-581.
[6] Amir E,Mcilraith S. Partition-based logical reasoning [C]//Proceedings of the 7th International Conference on Principles of Knowledge Representation and Reasoning( KR’2000). San Francisco,2000:389-400.
[7] Mcilraith S,Amir E. Theorem proving with structured theories[C]// Proceedings of the 17th International Joint Conference on Artificial Intelligence. San Francisco, 2001:624-634. [8] Rector A L. Modularisation of domain ontologies implemented in description logics and related formalisms including OWL[C]// Proceedings of the 16th International FLAIRS Conference,AAAI. New York,USA,2003:121- 128.
[9] Stuckenschmidt H,Klein M. Reasoning and change management in modular ontologies[J]. Data and Knowledge Engineering,2007,63(2):200-223.
[10] Borgida A,Serafini L. Distributed descrip-tion logics: Directed domain correspondences in federated information sources[C]//Lecture Notes in Computer Science. Berlin:Springer,2002:36-53.
[11] Dean M,Connolly D,van Harmelen F,et al. Web ontology language(OWL) reference version 1.0[EB/OL]. http://www. w3. org/TR/owl-ref/,2002-10-01.
[12] Smith M K,Welty C. OWL web ontology language guide. W3C Recommendation [EB/OL]. http:// www. w3. org/TR/owl-guide/,2004-02-10.
[13] Reynolds D. Jena2 inference support [EB/OL]. http:// jena. sourceforge. net/,2006-03-26.
[14] Stuckenschmidt H,Klein M. Structure-based partitioning of large concept hierarchies[C]// Proceedings of the 3rd International Semantic Web Conference(ISWC 2004). Berlin:Springer,2004:289-303.
[15] Doran P,Tamma V,Iannone L. Ontology module extraction for ontology reuse:An ontology engineering perspective[ C]//Proceedings of the 16th ACM Conference on Conference on Information and Knowledge Management. New York,USA:ACM Press,2007:61-70.
[16] Stuckenschmidt H,Klein M. Integrity and change in modular ontologies[C]//International Joint Conference on Artificial Intellgence(IJCAI’03).San Francisco,2003: 900-908.

相似文献/References:

[1]李文杰,冯志勇,陈钢.基于本体的多Agent自动工艺系统[J].天津大学学报(自然科学版),2004,(03):253.
[2]李晓红,聂旭飞,冯志勇.基于本体和规则的物流知识表示与推理[J].天津大学学报(自然科学版),2008,(03):305.
[3]高广达,徐燕申,林汉元,等.面向模块化设计与制造全过程的模块编码系统[J].天津大学学报(自然科学版),2001,(02):183.

备注/Memo

备注/Memo:
收稿日期:2008-08-28;修回日期:2009-01-15.
基金项目:天津市科技发展计划资助项目(06YFGZX06300);天津市应用基础研究计划资助项目(07JCYBJC14000);滨海新区双百科技特派员科技专项支持项目(SB2008004).
作者简介:杨 倩(1984— ),女,博士研究生,qianyang@tju.edu.cn.
通讯作者:冯志勇,zhiyongfeng@tju.edu.cn.
更新日期/Last Update: