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A Study on the Thesaurus-based Ontology System for the Semantic Web (시소러스를 기반으로 한 온톨로지 시스템 구현에 관한 연구)

  • Jeong, Do-Heon;Kim, Tae-Su
    • Journal of the Korean Society for information Management
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    • v.20 no.3
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    • pp.155-175
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    • 2003
  • The purpose of the study was to construct a system based on the semantic web environment's ontology by utilizing the ontology schema derived from the facet-type Art and Architecture Thesaurus(AAT). The aforementioned ontology schema is based on the Web Ontology Language(OWL), which is being widely considered the standard ontology language for the W3C-centered semantic web environment. Also, the concepts were limited to terms within AAT'S Furniture Facet, and the system was tested using the Chair concept, which is a lower-level facet that has a diverse conceptual relationship and broad vocabulary base. The ontology system is capable of searching for concepts, while controlling the search results by always providing a 'Preferred term' for synonymous terms. In addition, the system provides the user with first, a relationship between the terms centered around the inquiry, and second, related terms along with their classification properties. Also, the system is presented as and application example of the ontology system that constructs a information system that intakes an Instance value and reproduces it into a RDF file. During this process, utilization of multiple ontologies was introduced, and the stored Instance value's meta-data elements were used.

Discovery Methods of Similar Web Service Operations by Learning Ontologies (온톨로지 학습에 의한 유사 웹 서비스 오퍼레이션 발견 방법)

  • Lee, Yong-Ju
    • The KIPS Transactions:PartD
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    • v.18D no.2
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    • pp.133-142
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    • 2011
  • To ensure the successful employment of semantic web services, it is essential that they rely on the use of high quality ontologies. However, building such ontologies is difficult and costly, thus hampering web service deployment. This study automatically builds ontologies from WSDL documents and their underlying semantics, and presents discovery methods of similar web service operations using these ontologies. The key ingredient is techniques that cluster parameters in the collection of web services into semantically meaningful concepts, and capture the hierarchical relationships between the words contained in the tag. We implement an operation retrieval system for web services. This system finds out a ranked set of similar operations using a novel similarity measurement method, and selects the most optimal operation which satisfies user's requirements. It can be directly used for the web services composition.

Design and Implementation of Topic Map Generation System based Tag (태그 기반 토픽맵 생성 시스템의 설계 및 구현)

  • Lee, Si-Hwa;Lee, Man-Hyoung;Hwang, Dae-Hoon
    • Journal of Korea Multimedia Society
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    • v.13 no.5
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    • pp.730-739
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    • 2010
  • One of core technology in Web 2.0 is tagging, which is applied to multimedia data such as web document of blog, image and video etc widely. But unlike expectation that the tags will be reused in information retrieval and then maximize the retrieval efficiency, unacceptable retrieval results appear owing to toot limitation of tag. In this paper, in the base of preceding research about image retrieval through tag clustering, we design and implement a topic map generation system which is a semantic knowledge system. Finally, tag information in cluster were generated automatically with topics of topic map. The generated topics of topic map are endowed with mean relationship by use of WordNet. Also the topics are endowed with occurrence information suitable for topic pair, and then a topic map with semantic knowledge system can be generated. As the result, the topic map preposed in this paper can be used in not only user's information retrieval demand with semantic navigation but alse convenient and abundant information service.

An Ontology Editor to describe the semantic association about Web Documents (웹 문서의 의미적 연관성 기술을 위한 온톨로지 에디터)

  • Lee Moo-Hun;Cho Hynu-Kyu;Cho Hyeon-Sung;Cho Sung-Hoon;Jang Chang-Bok;Choi Eui-In
    • The KIPS Transactions:PartD
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    • v.12D no.6 s.102
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    • pp.881-888
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    • 2005
  • As the internet continues to grow, the quantity of information on the Web increases beyond measure. The internet users' abilities and requirements to use information also become varied and complicated. Ontology can describe correct meaning of web resource and relationships between web resources. And it can extract conformable information that a user wants. Accordingly, we need the ontology to represent knowledge. W3C announced OWL(Web Ontology Language), a meaning description technology for such web resources. But, the development of a professional use of tools that can compose and edit effectively is not yet developed adequately. In this paper, we design and implement an Ontology editor which generates and edits OWL documents through intuitional interface, with a OWL parser, a Internal DataModel, and a Serializer.