• Title/Summary/Keyword: Ontology-based Information Integration

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A Study in the Efficient Collection and Integration of a Sensed Data in a Cloud Computing Environment (클라우드 컴퓨팅 환경에서 센싱된 데이터의 효율적 수집 및 통합에 관한 연구)

  • Hwang, Chi-Gon;Yoon, Chang-Pyo
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2016.10a
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    • pp.324-325
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    • 2016
  • The sensor network-based service collects data by using the sensor, the data is aware of the situation via the analysis, and the service provider provides a service suitable for the user via the context-awareness. However, this data is generated, it is difficult to match the metadata and standard units. The data integration is required to use the data generated by the different specifications of the sensor efficiently. Accordingly, in this paper we propose a method using an ontology as a method to integrate the data generated by the existing sensors and the new sensor. The ontology is mapping to the standard item and sensors, also include a type and structural difference. The mapping is comprised of two:data mapping, and metadata mapping. There are standard items that are created in this way, type of data exchange between services. This can solve the heterogeneous problem generated by sensors.

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How to Manage Business Process as Knowledge Assets based on Ontological Approach: Focusing on Sales Order Process

  • Joo, Jae-Woo;Kim, Gun-Woo;Morin, Jean-Henry
    • 한국경영정보학회:학술대회논문집
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    • 2008.06a
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    • pp.264-269
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    • 2008
  • Considering our increasingly interconnected organizations heavily relying on business processes and the growing need for timely accurate knowledge to achieve greater agility in the enterprise, the idea of looking at business processes as a knowledge object is gaining momentum. Business process information is knowledge and should consequently be managed as a valuable organizational asset, particularly because organizations need to react in near real time to environmental changes and events. This paper provides an overview of the situation in this field arguing for a better definition of the intersections between knowledge and business process management. When business process is seen as knowledge, it should be managed as such. We assess and discuss some of the resulting benefits and considering the need for greater dynamic integration between the two domains, we look at ontologies as an interesting technical approach to bridging this gap showing an example for an ontology based sales order process.

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Framework for Information Integration and Customization Using Ontology and Case-based Reasoning (온톨로지 및 사례기반추론을 이용한 맞춤형 통합 정보 생성 프레임워크의 제안)

  • Lee, Hyun-Jung;Sohn, M-Ye
    • Journal of Intelligence and Information Systems
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    • v.15 no.4
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    • pp.141-158
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    • 2009
  • The requirements of knowledge customization have increased as information resources have become more various and the numbers of the resources are increased. Even if the method for collecting the information has improved like Really Simple Syndication (RSS), information users are still struggling for extracting and customizing the required information through the Web. To reduce the burden, we offer the dynamic knowledge customization framework by using ontology-based CBR. The framework consisting of three phases is comprised of the conversion phase of web information as a machine-accessible case, the extraction phase to find a case appropriate for information users' requirements, and the case customization phase to create knowledge depending on information user's requirements. Newly, the dynamic and intensity-based similarity is adopted to support timely dynamic change of users' requirements. The framework has adopted to create traveler's knowledge to the level users wanted.

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Integration of Ontology Model and Product Structure for the Requirement Management of Building Specification (건조사양서 요구사항의 추적을 위한 온톨로지 모델과 제품구조 통합 기초 연구)

  • Kim, Seung-Hyun;Lee, Jang-Hyun;Han, Eun-Jung
    • Journal of the Society of Naval Architects of Korea
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    • v.48 no.3
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    • pp.207-214
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    • 2011
  • Ship design requirements described in the building specification should be reflected in the design process. This paper identifies the configuration of requirements mentioned in the building specification using Ontology Representation Language (OWL). Ontology-based semantic search system specifies the requirement items. Through this extraction, building specifications mentioned for each entry are configured to the tree. Tracking requirements for ship design and a set of procedures to instruct is also used for the V model of systems engineering. The semantic search engine of robot agent and ontology can search the requirements specification document and extract the design information. Thereafter, design requirements for the tracking model that proposes the relationship between the associated BOM(bill of material) and product structure.

Integration Scheme of Gene Information based on Anatomical Structure (해부학적 구조를 이용한 유전자 정보 통합 기법)

  • Yang, Gi-Chul
    • Journal of Digital Convergence
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    • v.13 no.2
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    • pp.153-158
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    • 2015
  • Biologists are pursuing genetics related researches that can provide the core information to understand a certain cancer or inherent diseases. However, biological experimentations can produce different results by the difference of various elements or environments at the time of experimentation and/or difference of interpretations. Therefore, currently existing research results can possibly provide different information. These inconsistency can be found through integration of gene information. Biologists can save their time and efforts to find certain gene information if the gene information is integrated without inconsistency. An efficient gene integration and augmentation scheme of gene information generated through different researches is introduced in this paper.

Development of an ISO 15926-based Integration Platform of 3D Design Data for Process Plants (ISO 15926 기반 공정 플랜트 3D 설계 정보 통합 플랫폼의 개발)

  • Kim, Byung Chul;Park, Sangjin;Kim, Bong Cheol;Myung, Sehyun;Mun, Duhwan
    • Korean Journal of Computational Design and Engineering
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    • v.20 no.4
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    • pp.385-400
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    • 2015
  • ISO 15926 is an international standard for the integration and sharing of plant lifecycle data. Plant 3D design data typically consist of logical configuration, equipment specifications and ports, and 3D shape data. This paper presents the method for the ISO 15926-based integration of plant 3D design data. For this, reference data (class, attribute, and template) of ISO 15926 were extended to describe plant 3D design data. In addition to the data model extension, a plant design information integration platform which reads plant 3D design data in ISO 15926 and displays 3D design information was developed. Finally, the prototype platform is verified through the experiment of loading and retrieving plant 3D design data in ISO 15926 with the platform.

An Agent-based 3-Tier Information Integration System (에이전트 기반 3-계층 정보통합 시스템)

  • 최요한;정동원;이정욱;김창화;백두권
    • Proceedings of the Korean Information Science Society Conference
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    • 2002.04b
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    • pp.88-90
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    • 2002
  • 정보를 공유하고 표준화하기 위한 MdR(Metadata Registry)은 데이터요소 개념과 데이터요소로 구성되지만 개념간의 관계를 설정하는 방법을 제시하고 있지 않기 때문에 정보통합시 유연성이 제한된다. 반면, 온톨로지(Ontology)는 도메인에 기반한 개념과 이들 개념간의 관계를 설정할 수 있다 그러나 새로운 개념의 추가에 따른 온톨로지 재구성은 시간이나 비용적으로 많은 오버헤드를 초래한다. 이러한 문제점을 해결하기 위하여, 본 논문에서는 위에서 언급한 MdR과 온톨로지의 특징을 결합하여 새로운 데이터 소스의 추가시 유연한 확장성을 제공하는 에이전트 기반의 3-계층 정보 통합 시스템을 제안한다.

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Integrated Semantic Querying on Distributed Bioinformatics Databases Based on GO (분산 생물정보 DB 에 대한 GO 기반의 통합 시맨틱 질의 기법)

  • Park Hyoung-Woo;Jung Jun-Won;Kim Hyoung-Joo
    • Journal of KIISE:Computing Practices and Letters
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    • v.12 no.4
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    • pp.219-228
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    • 2006
  • Many biomedical research groups have been trying to share their outputs to increase the efficiency of research. As part of their efforts, a common ontology named Gene Ontology(GO), which comprises controlled vocabulary for the functions of genes, was built. However, data from many research groups are distributed and most systems don't support integrated semantic queries on them. Furthermore, the semantics of the associations between concepts from external classification systems and GO are still not clarified, which makes integrated semantic query infeasible. In this paper we present an ontology matching and integration system, called AutoGOA, which first resolves the semantics of the associations between concepts semi-automatically, and then constructs integrated ontology containing concepts from GO and external classification systems. Also we describe a web-based application, named GOGuide II, which allows the user to browse, query and visualize integrated data.

The Study of Data Integration Methods for Heterogeneous Sensors in a Cloud Environment (클라우드 환경에서 이기종 센서를 위한 데이터 통합에 대한 연구)

  • Hwang, Chi-Gon;Yoon, Chang-Pyo
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2014.10a
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    • pp.354-356
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    • 2014
  • Recently, The sensor technology Has been used in many fields, it is detected data of various types of sensors, is very difficult to integrate due to differences in the standards and each other unit. Also, when we providing a service or program on a data cloud, it is important that integrates of such data in order to take advantage of the detected data in the similar field. In this paper, we propose a approaches to integrating data to be provided as a service in the cloud of data arising from a heterogeneous sensors. The approaches are generating a standard meta-data based on ontology, it is mapping with detected data by the sensor data. Accordingly, the detected data is possible to improve the efficiency of data transfer between the sensor and the application by sending an application in a standard format.

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Integration of XML Schemas Based on Domain Ontology (도메인 온톨로지에 기반한 XML 스키마의 통합)

  • Kang, Hae-Ran;Lee, Kyong-Ho
    • Journal of Korea Multimedia Society
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    • v.11 no.7
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    • pp.940-955
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    • 2008
  • Semantically similar XML documents in the same application domain might often conform to different schemas. To uniformly view and query such XML documents, we need an efficient method of integrating XML schemas. This paper proposes a sophisticated method for integrating XML schemas in the same application domain. To compute mapping relationships between schemas, the proposed method utilizes various relationships, such as synonyms and hypernyms, between lexical items based on dictionaries and domain ontologies. Particularly, the relationships between lexical items are elaborated by taking their structural information into account. In addition, this paper proposes a more accurate method for integrating compositors. Experimental results with schemas in various application domains show that the utilization of domain ontologies and the structural relationships between lexical items enhance the precision and recall of integrated schemas.

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