计算机科学 ›› 2013, Vol. 40 ›› Issue (4): 199-203.

• 人工智能 • 上一篇    下一篇

基于描述逻辑的上下文知识获取与推理方法

胡博,王智学,董庆超,牛彦杰   

  1. 解放军理工大学指挥信息系统学院南京210007;解放军理工大学指挥信息系统学院南京210007;解放军理工大学指挥信息系统学院南京210007;解放军理工大学指挥信息系统学院南京210007
  • 出版日期:2018-11-16 发布日期:2018-11-16
  • 基金资助:
    本文受“十一五”国防重点预研基金(9140A06040108JB8101)资助

Context-aware Knowledge Acquisition and Reasoning Based on Description Logic

HU Bo,WANG Zhi-xue,DONG Qing-chao and NIU Yan-jie   

  • Online:2018-11-16 Published:2018-11-16

摘要: 针对上下文感知计算中缺乏清晰统一的模型与自动推理支持的问题,提出一种基于描述逻辑的上下文知识获取与推理方法。该方法首先提出了一种本体引导的上下文模型框架,根据抽象层次的不同将上下文模型分为元模型与领域特定模型两层结构;然后采用描述逻辑表示语言SHOIN(D)形式化描述该上下文模型,设计上下文模型向描述逻辑知识库的转换算法。最后以一个实际案例说明该方法的可行性。

关键词: 普适计算,描述逻辑,本体,上下文推理

Abstract: Aiming at the problem of uncertain model and lack of automatic reason reasoning support in context-aware technique,the paper proposed an approach to model and reason the context-aware knowledge based on description logic.It suggests a context model framework in the semantic restrictions of the ontology,which divides the context model into two-level structure as meta ontology and domain-specific ontology,according to the abstract hierarchy.The objectives of our model framework include modeling a set of high-level entities,and providing flexible extensibility to add specific concepts in different application domains.After that,the paper proposed an algorithm to convert the context model to the knowledge described in description logic using SHOIN(D).Finally,a case study was given to illustrate the practicality of the method.

Key words: Context model,Description logic,Ontology,Context reasoning

[1] Gui N,et al.Toward architecture-based context-aware deployment and adaptation[J].Journal of Systems and Software,2011,84(2):185-197
[2] Kwon O.The potential roles of context-aware computing technology in optimization-based intelligent decision-making[J].Expert Systems with Applications,2006(31):629-642
[3] Henricksen K,Indulska J.Modelling and using imperfect context information[C]∥Proceedings of the 2nd IEEE Annual Conf.on Pervasive Computing and Communications Workshops.March 2004:33-37
[4] Sheng Q Z,Benatallah B.Contextuml:A uml-based modelinglanguage for model driven development of context-aware web services[C]∥Proceedings of the International Conf.on Mobile Business.2005:206-212
[5] Gu Tao,Pung H K,Zhang Da-qing.A middleware for building context-aware mobile services[C]∥Proceedings of IEEE 59th Vehicular Technology Conference,2004.volume 5,May 2004:2656-2660
[6] 刘栋,孟祥武,陈俊亮,等.上下文感知系统中的规则生成与匹配算法[J].软件学报,2009,20(10):2655-2666
[7] 陆建江,等.语义网原理与技术[M].北京:科学出版社,2007
[8] 郑笛.基于上下文感知服务的构件化中间件关键技术研究[D].长沙:国防科学技术大学,2008
[9] Horrocks I,Sattler U.A tableau decision procedure for SHOIQ [J].Journal of Automated Reasoning,2007,39(3):249-276
[10] Yang S J H,Zhang J,Chen I Y L.A JESS-enabled context elicita-tion system for providing context-aware Web services[J].Expert Systems whith Applications,2008,4(4):2254-2266
[11] Parsia B,et al.Cautiously Approaching SWRL[EB/OL].ht-tp://www.mindswap.org/papers/CautiousSWRL.pdf,2005-04-19

No related articles found!
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!