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面向长春市地理信息系统的语义网模型研究

Research on Semantic Web Model for GIS of Changchun City

【作者】 杜鹃

【导师】 刘磊;

【作者基本信息】 吉林大学 , 计算机软件与理论, 2005, 硕士

【摘要】 语义网技术是当前互联网技术研究的热点之一。其目标是开发一系列新的技术,改变现有互联网仅仅依靠文字信息来共享资源的模式,通过语义信息的共享,来实现网络信息服务的智能化、自动化。本文介绍了语义网研究背景与当前的研究状况,对语义网中的七层结构进行了介绍,并实现了一个面向地理信息系统的语义网模型,该模型具有较好的通用性和实用性,并结合长春市地理信息的实际数据实现了该模型的一个实例—面向长春市地理信息系统的语义网模型。本文重点对本体层和推理层进行研究,提出了以XML 语言来描述本体的方法,并实现了XML 描述本体的C++解析。本模型的推理算法是基于地理信息系统中经典的路径查询算法的改进。模型中各层实现相分离,使每层都具有可扩展性,在数据录入的时候提供信任校验机制,本论文实现的系统为进一步的语义网研究提供了一个很好的初始模型。

【Abstract】 The Semantic Web technique is one of the investigation hotspots in current Internet research. It provide a series of new technologies to change the mode that the current Internet only depend on the literal information to share the resources. Its target is to define、connect a web which is not only to show content (to men) in function but also enable computers automatically operate 、integrate and repeatedly use the whole resource in web as best. In computer science the ontology refers to the representation of a shared conceptualization of a particular domain. The researchers of the Semantic Web technology put forward to add the ontology layer in the construction of the Semantic Web. The ontology layer represents the meaning of the information and the relations of all kinds of semantic information. The semantic information of the Semantic Web is based on the ontology and also represents exactly in ontology. Through this way, every agent in the Semantic Web can get the share of the semantic level by exchanging ontology. The ontology layer provides the vocabulary set in communication. Thus the construction of the ontology layer is the key of the Semantic Web technology and became a hotspot of the research interest. This paper makes a investigation about the representation of ontology and the construction of the ontology layer in the Semantic Web. Based on this investigation we put forward a way of describing oriented graph of ontology in XML. XML (Extensible Markup Language) is a meta language of tag language. It allows you according to its rule to establish all kinds of tag languages. Today, XML is already applied extensively to data expression in the Internet and data swap between different systems. All sorts of packages operating the XML documents have been developed. The documents described by XML can usually be organized to a tree form. This paper uses XML to describe the ontology while representing it. In the ontology, the contact of the concepts can be in token of a kind of net structure. Like this, the description ability of XML has some limitations. So we provide “acr”link to describe the connectedly relationship between nodes of different subtree in the tree form of XML document. “arc”is a element of XML,a empty element,its meaning and format is fixed,it represents the link of oriented graph, there are three attributes in “arc”,the attribute of “name”is to represent the name of the link, the attribute of “from”is to represent the originating point of the link, the attribute of “to”is to represent the end point of the link,the link can describe the relation between the elements in the same XML document or the different one.We can use the element of XML document to represent the resource,so the “arc”can represent the relation of the resources.when we describe ontology in XML the element of XML document can be represent the concept in the specific domain and the “arc”can be represent the relationship of the concepts.In this way,we can describe the net structure in the ontology as a oriented graph. The system is a semantic model oriented geographical information domain,so after oriented graph description represent the ontology,the logic layer basing on ontology layer adopt the classic path searching algorithm in GIS--E.W.Dijkstra. The model adopt systematic structure of N layers.display,data,logic are apart,and ontology layer and logic layer are apart.Each layer is extensible,so each layer can be added、deleted、edited and so on. The datum of ontology is stored in information database that is made up of a lot of XML documents.The model first get the concept set and the relationship set of ontology through parsing the XML document by XML DOM,then exactly find the real concept or relationship.when we reffer to concept alignment problem the attributes of element of XML document may be very useful The characteristics of the domain in the model are mainly taken into account in the constructing of logic layer.The classic path searching algorithm in GIS is E.W.Dijkstra algorithm which need the specific data structure in perform,so there are two basic tables of GIS are required in the model,one is table of nodes information,the anther is the table of arcs information,they both are store in a relation data base. Trust layer in the model is simply designed as a permissive mechanism.When data access to ontology layer,the model can automatically parse XML document to discern the concepts and relationships in order to display them to administrator.The administrator can decide whether to permit data access to ontology layer,and when the data in ontology layer access to

【关键词】 语义网地理信息系统本体XML
【Key words】 SemanticWebGISOnotologyXML
  • 【网络出版投稿人】 吉林大学
  • 【网络出版年期】2005年 06期
  • 【分类号】TP393
  • 【下载频次】304
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