• Title/Summary/Keyword: 온톨로지 설계

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Design and Implementation of Sensor Registry Data Model for IoT Environment (IoT 환경을 위한 센서 레지스트리 데이터 모델의 설계 및 구현)

  • Lee, Sukhoon;Jeong, Dongwon;Jung, Hyunjun;Baik, Doo-Kwon
    • KIPS Transactions on Software and Data Engineering
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    • v.5 no.5
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    • pp.221-230
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    • 2016
  • With emerging the Internet of Things (IoT) paradigm, the sensor network and sensor platform technologies have been changed according to exploding amount of sensors. Sensor Registry System (SRS) as a sensor platform is a system that registers and manages sensor metadata for consistent semantic interpretation in heterogeneous sensor networks. However, the SRS is unsuitable for the IoT environment. Therefore, this paper proposes sensor registry data model to register and manager sensor information in the IoT environment. We analyze Semantic Sensor Network Ontology (SSNO) for improving the existed SRS, and design metamodel based on the analysis result. We also build tables in a relational database using the designed metamodel, then implement SRS as a web application. This paper applies the SSNO and sensor ontology examples with translating into the proposed model in order to verify the suitability of the proposed sensor registry data model. As the evaluation result, the proposed model shows abundant expression of semantics by comparison with existed models.

Ontology-based Collaboration Learning for Assembly Design (조립 설계를 위한 온톨로지 기반의 협동학습)

  • Choi Sook-Young;Yang Hyung-Jeong;Kim Kyoung-Yun
    • Proceedings of the Korea Information Processing Society Conference
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    • 2006.05a
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    • pp.783-786
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    • 2006
  • 컴퓨터기반 협동학습(CSCL)은 컴퓨터를 기반으로 학습자들이 공동체를 형성하고 상호협력관계를 통하여 학습하는 환경으로 학습자가 자신의 능력에 맞게 학습할 수 있고 다른 이들과 생각과 정보를 표현, 교환, 조언, 수정하는 등의 상호작용을 할 수 있다. 이러한 CSCL환경에서 학습자들이 어떤 학습 주제에 대해 주어진 프로젝트를 수행하기 위해 서로간의 생각과 정보를 효과적으로 교환하기 위해서는 그 주제에 속하는 개념들에 대한 용어들이 표준화되어지고, 개념들간의 관련성 및 제약성에 대한 정보들이 미리 정의되어 알려져 있어야만 한다. 그런데, 그러한 정보들을 학습자들이 일일이 파악하기란 매우 힘든 일이다. 이러한 문제는 온톨로지 기술을 이용하여 기계로 하여금 그러한 정보들을 이해하여 처리할 수 있도록 함으로써 해결할 수 있다. 따라서, 본 연구에서는 CAD 분야에서 학습자들이 어떠한 제품을 설계하기 위한 프로젝트를 수행시 서로간의 정보와 의견을 효과적으로 교환함으로써 프로젝트를 보다 효율적으로 수행할 수 있도록 하기 위해 공동의 학습공간을 지원하고 제품 설계에 대한 온톨로지를 구성하여 이를 이용하는 것을 제안한다.

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A Study of Designing Semantic Web and Policy Directions for National Knowledge and Information Management (국가지식정보자원관리를 위한 시맨틱웹 설계 및 정책방향에 관한 연구)

  • Oh, Sam-Gyun
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.15 no.1
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    • pp.43-67
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    • 2004
  • The purpose of this study is to design semantic web and policy direction for national knowledge and information management. The paper describes all the components needed to accomplish the objective: 1) creating unchangeable and unique identifiers for metadata elements, resources, and ontology classes and properties; 2) recommending active use of XML namespaces; 3) establishing metadata and application profile standards for national integrated searching; 4)developing a metadata registry to promote semantic interoperability among metadata; 5) discussing the need of creating ontologies using W3C OWL and ISO Topic Maps; 6) providing intelligent search services based on metadata; and 7) presenting future directions and tasks of national knowledge and information management.

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Ontology Design for Sexual Violence Crime (성폭력범죄 분석을 위한 온톨로지 설계 연구)

  • Ryu, Woongi;Kim, Woosaeng
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2013.05a
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    • pp.720-722
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    • 2013
  • The number of sexual violence assault cases has been increasing in various types. Because of a second conviction and high probability of committing crime after sexual violence shows seriousness of the crime. Even though sexual violence crimes are related to various and complicated crime occurred place or time, If we build an ontology for this, we could help to consider effective plan for sexual violence crime. For this, the prevention of sexual violence crime approach and support system are required. In this paper, we study the survey of sexual violence crime. Also we define the classes and attribution to design the ontology for sexual violence crime.

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Construction of Construction Drawing Data Repository using Ontology (온톨로지를 이용한 건축 도면데이터 레포지터리 구성)

  • Lee, Hui-Jae;Yoo, Sang-Bong;Kim, In-Han
    • The Journal of Society for e-Business Studies
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    • v.9 no.3
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    • pp.79-94
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    • 2004
  • W3C has developed the RDF standard for utilizing ontology in Web applications. This paper presents extracting, storing, and applying ontology on product data. The management and document information included in DWG files is focused as an example. By analyzing the relationship among the drawing data, the RDF schema is designed frist. Based on the schema ontology is extracted and stored in XML files. As an application of the stored ontology, we the schema ontology is extracted and stored in XML files. As an application of the stored ontology, we can reconfigure the sitemap of drawing data repositories. In this example, the users can select the view that he or she is interested in (e.g., designer, document, project). With such various views of an drawing data repository, the users can access the specific data more effectively.

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XOnto-Apriori: An eXtended Ontology Reasoning-based Association Rule Mining Algorithm (XOnto-Apriori: 확장된 온톨로지 추론 기반의 연관 규칙 마이닝 알고리즘)

  • Lee, Chong-Hyeon;Kim, Jang-Won;Jeong, Dong-Won;Lee, Suk-Hoon;Baik, Doo-Kwon
    • The KIPS Transactions:PartD
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    • v.18D no.6
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    • pp.423-432
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    • 2011
  • In this paper, we introduce XOnto-Apriori algorithm which is an extension of the Onto-Apriori algorithm. The extended algorithm is designed to improve the conventional algorithm's problem of comparing only identifiers of transaction items by reasoning transaction properties of the items which belong in the same category. We show how the mining algorithm works with a smartphone application recommender system based on our extended algorithm to clearly describe the procedures providing personalized recommendations. Further, our simulation results validate our analysis on the algorithm overhead, precision, and recall.

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.

A Study on Ontology Design for Research Data Management (연구데이터 관리를 위한 온톨로지 설계에 대한 연구)

  • Park, Ok Nam
    • Journal of Korean Society of Archives and Records Management
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    • v.18 no.1
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    • pp.101-127
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    • 2018
  • The systematic management of research data is vital because it increases research data's value for research reproduction, verification, and reusability. Standard metadata will play a key role in research data registration, management, and data extraction. Research data has various structural relationships, such as research, research data, data sets, and files, and associated with entities such as citations and research results. The study proposes an ontology model for research data management. It also suggests the application of ontology to NTIS. Previous studies, metadata standard analyses, and research data repository case studies were conducted.

Ontology Knowledge Base Scheme for User Query Semantic Interpretation (사용자 질의 의미 해석을 위한 온톨로지 지식베이스 스키마 구축)

  • Doh, Hana;Lee, Moo-Hun;Jeong, Hoon;Choi, Eui-In
    • Journal of Digital Convergence
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    • v.11 no.3
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    • pp.285-292
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    • 2013
  • The method of recent information retrieval passes into an semantic search to provide more accurate results than keyword-based search. But in common user case, they are still accustomed to using existing keyword-based search. Hence they are hard to create a typed structured query language. In this paper, we propose to ontology knowledge-base scheme for query interpretation of these user. The proposed scheme was designed based on the OWL-DL for description logic reasoning, it can provide a richer representation of the relationship between the object by using SWRL(Semantic Web Rule Language). Finally, we are describe the experimental results of the similarity measurement for verification of a user query semantic interpretation.