• Title/Summary/Keyword: Semantic ontology

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Matching Method between Heterogeneous Data for Semantic Search (시맨틱 검색을 위한 이기종 데이터간의 매칭방법)

  • Lee, Ki-Jung;WhangBo, Taeg-Keun
    • The Journal of the Korea Contents Association
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    • v.6 no.10
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    • pp.25-33
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    • 2006
  • For semantic retrieval in semantic web environment, it is an important factor to manage and manipulate distributed resources. Ontology is essential for efficient search in distributed resources, but it is almost impossible to construct an unified ontology for all distributed resources in the web. In this paper, we assumed that most information in the web environment exist in the form of RDBMS, and propose a matching method between domain ontology and the existing RDBMS tables for semantic retrieval. Most previous studies about matching between RDBMS tables and domain ontology have extracted a local ontology from RDBMS tables at first, and conducted the matching between the local ontology and domain ontology. However in the processing of extracting a local ontology, some problems such as losing domain information can be occurred since its correlation with domain ontology has not been considered at all. In this paper, we propose a methods to prevent the loss of domain information through the similarity measure between instances of RDBMS tables and instances of ontology. And using the relational information between RDBMS tables and the relational information between classes in domain ontology, more efficient instance-based matching becomes possible.

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Ontology describing Process Information for Web Services Discovery (웹 서비스 발견을 위해 프로세스 정보를 기술하는 온톨로지)

  • Yu, Jeong-Youn;Lee, Kyu-Chul
    • The Journal of Society for e-Business Studies
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    • v.12 no.3
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    • pp.151-175
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    • 2007
  • Until now, most semantic web service discovery research has been carried out using either Web Service Modeling Ontology (WSMO) or a profile of OWL-based Web Service ontology (OWL-S). However, such efforts have focused primarily on service name and input/output ontology. Thus, the internal information of a service has not been utilized, and queries regarding internal information such as 'Find book-selling services allowing payment after delivery' are not addressed. This study outlines the development of TM-S (Topic Maps for Service) ontology and TMS-QL (TM-S Query Language), two novel technologies that address the aforementioned issues in semantic web service discovery research. TM-S ontology describes the behavior of services using process information and consists of three sub-ontologies: process signature ontology, process structure ontology and process concept ontology. TMS-QL allows users to describe service discovery requests.

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A Method for build an Ontology-based Component Semantic Search System for Reconfiguration of Weapon System (무기체계 재구성을 위한 온톨로지 기반 컴포넌트 시맨틱 검색 시스템 구축 방법)

  • Seo, Dong Jin;Seo, Yoonho
    • Journal of the Korea Society for Simulation
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    • v.25 no.1
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    • pp.11-20
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    • 2016
  • Recently in the field of defense Modeling and Simulation (M&S), Component-Based Development technology is widely applying to save the cost and increase the reusability of weapon system development. Related with this, researches for rapid reconfiguration and simulation of the component-standardized weapon system is actively carrying out. To rapidly reconfigure the new weapon system, complex and various functions of component information has to be effectively searched. So, it requires differentiated search technique unlike existing Keyword-based Search method. Semantic Search System provides semantically related information among the extensive information. In this research, metadata of weapon system components and their representative functional words are built as an ontology. And it provides an ontology-based semantic search system.

Boosting the Reasoning-Based Approach by Applying Structural Metrics for Ontology Alignment

  • Khiat, Abderrahmane;Benaissa, Moussa
    • Journal of Information Processing Systems
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    • v.13 no.4
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    • pp.834-851
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    • 2017
  • The amount of sources of information available on the web using ontologies as support continues to increase and is often heterogeneous and distributed. Ontology alignment is the solution to ensure semantic interoperability. In this paper, we describe a new ontology alignment approach, which consists of combining structure-based and reasoning-based approaches in order to discover new semantic correspondences between entities of different ontologies. We used the biblio test of the benchmark series and anatomy series of the Ontology Alignment Evaluation Initiative (OAEI) 2012 evaluation campaign to evaluate the performance of our approach. We compared our approach successively with LogMap and YAM++ systems. We also analyzed the contribution of our method compared to structural and semantic methods. The results obtained show that our performance provides good performance. Indeed, these results are better than those of the LogMap system in terms of precision, recall, and F-measure. Our approach has also been proven to be more relevant than YAM++ for certain types of ontologies and significantly improves the structure-based and reasoningbased methods.

Storing and Querying of Design Knowledge Using Ontology Repository (온톨로지 저장소를 이용한 설계 지식의 저장과 회수)

  • Jee Kyeng-Whan;Yang Jung-Jin
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2006.05a
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    • pp.337-338
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    • 2006
  • The requirement to reuse a design knowledge have been enlarged with the automation of a design system. A design knowledge gives logical and technical meanings to design data of a problem area. The representation of the knowledge is distributed and developed independently. For this reason, we need a general methodology with a semantic interoperability of design knowledge. In this paper, we accept previous requirements by using semantic query system with ontology repository.

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A Study on Transforming ICT Research Information Service into Semantic Web Environment

  • Song, Jong-Cheol;Moon, Byung-Joo;Jung, Hoe-Kyung
    • Journal of information and communication convergence engineering
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    • v.5 no.3
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    • pp.249-253
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    • 2007
  • The Research on the ICT(Information & Communication Technology) is proposed the category to IT839 strategy by Government. Government is driving to researching on technology about IT839 Strategy. By transforming this category and research information into Semantic Web environment, it is possible to search function utilizing knowledge base and information object by use of TBox and ABox. In this regard, this study proposes technology for generation of Semantic Web Document about ICT Research Information. The ontology is constructed by using category to IT839 Strategy. The features of framework proposed in this study is to have used a skill to directly map Ontology instance and in case of inability of direct mapping, proposed a skill to establish reliable Semantic Web Document by suggesting indirect mapping skill using mechanical study. In addition, it is possible to establish low cost/high quality Semantic Web Document about ICT research information.

Semantic Search based on Event Ontology (이벤트 온톨로지 기반의 의미 정보 검색)

  • Han, Yong-Jin;Park, Se-Young;Lee, Young-Hwa;Kim, Kweon-Yang
    • Journal of KIISE:Computing Practices and Letters
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    • v.14 no.1
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    • pp.96-100
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    • 2008
  • An ontology provides an explicit specification of concepts and relations on information extracted from database or on human knowledge. Using an ontology, The information can be reconstructed according to semantic relations. In this paper. IT-People Event Ontology is constructed using people information extracted from web portals. IT-People Event Ontology represents constant information and time-temporal information on people. A system using this ontology outputs the well-organized reconstructed information on a specific individual in interest, and then the reconstructed information is suitable for users' demand.

Ontology Semantic Mapping based Data Integration of CAD and PDM System (온톨로지 의미 매핑 기반 CAD 및 PDM 시스템 정보 통합)

  • Lee Min-Jung;Jung Won-Cheol;Lee Jae-Hyun;Suh Hyo-Won
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2005.06a
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    • pp.181-186
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    • 2005
  • In collaborative environment, it is necessary that the participants in collaboration should share the same understanding about the semantics of terms. For example, they should know that 'Part' and 'Item' are different word-expressions for the same meaning. In this paper, we consider sharing between CAD and PDM data. In order to handle such problems in information sharing, an information system needs to automatically recognize that the terms have the same semantics. Serving this purpose, the semantic mapping logic and the ontology based mapper system is described in this paper. In the semantic mapping logic topic, we introduce our logic that consists of four modules: Character Matching, Instance Reasoning, definition comparing and Similarity Checking. In the ontology based mapper, we introduce the system architecture and the mapping procedure.

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The Design and Implementation of an Information Retrieval System Using Lexico-Semantic Pattern and Ontology (어휘 의미 패턴(Lexico-Semantic Pattern)과 온톨로지를 이용한 정보검색기의 설계 및 구현)

  • Kim, Byoung-Woo;Ko, Young-Joong
    • 한국HCI학회:학술대회논문집
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    • 2007.02a
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    • pp.957-962
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    • 2007
  • 본 논문에서 제안하는 정보 검색기는 일반적인 불리언(Boolean) 질의를 통해서 정보를 검색하는 것이 아니라, 문장으로 입력된 질의형태의 패턴을 분석하여 그에 맞는 정보를 직접 제공하는 것에 목적을 둔다. 이를 위해 어휘 의미 패턴(Lexical Semantic Pattern)과 온톨로지(Ontology) 기술이 정보검색기 개발에 적용되었다. 제안된 시스템에서는 다양한 형태로 표현된 문장 질의를 어휘 의미 패턴을 사용해서 문장의 질의 패턴을 추출하고 사용자 질의를 하나의 온톨로지(Ontology) 추론 질의와 매칭함으로써 질의에 대한 정확한 해답을 추출할 수 있다. 또한, 자연어 문장 입력에 대한 검색 질의 생성기를 구축하고 온톨로지로 표현된 지식을 사용하여 정보검색기 질의를 자동으로 확장함으로써 더욱 정확한 정보 검색 결과를 만들어 낼 수 있다.

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Enhancement of CAD Model Interoperability Based on Feature Ontology

  • Lee Yoonsook;Cheon Sang-Uk;Han Sanghung
    • Journal of Ship and Ocean Technology
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    • v.9 no.3
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    • pp.33-42
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    • 2005
  • As the networks connect the world, enterprises tend to move manufacturing activities into virtual spaces. Since different software applications use different data terminology, it becomes a problem to interoperate, interchange, and manage electronic data among heterogeneous systems. It is said that approximately one billion dollar has been being spent yearly in USA for product data exchange and interoperability. As commercial CAD systems have brought in the concept of design feature for the sake of interoperability, terminologies of design features need to be harmonized. In order to define design feature terminology for integration, knowledge about feature definitions of different CAD systems should be considered. STEP standard have attempted to solve this problem, but it defines only syntactic data representation so that semantic data integration is not possible. This paper proposes a methodology for integrating modeling features of CAD systems. We utilize the ontology concept to build a data model of design features which can be a semantic standard of feature definitions of CAD systems. Using feature ontology, we implement an integrated virtual database and a simple system which searches and edits design features in a semantic way.