• Title/Summary/Keyword: Ontology System

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Design of Department Curriculum Manangement System based on Ontology (온톨로지 기반의 학과 교과과정 관리 시스템 설계)

  • Park, Jong-Hoon
    • The Journal of the Korea institute of electronic communication sciences
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    • v.7 no.6
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    • pp.1363-1368
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    • 2012
  • Currently, basic simple search techniques for curriculum are being implemented. But curriculum information retrieval applying ontology technologies is still weak level. In this paper, the curriculum of university was divided into the liberal arts and majors, and we proposed frame model by these methodes and designed management system to construct ontology. This management system was composed of ontology input system and ontology web service system. Ontology input system constructed curriculum of department into ontology by administrator and we designed web service system to retrieve curriculum by students. We validated ontology designed for curriculum using ontology tool.

Building an Ontology for Structured Diagnosis Data Entry of Educating Underachieving Students (구조화된 학습부진아 진단 자료의 입력을 위한 온톨로지 개발)

  • Ha, Tai-Hyun;Baek, Hyeon-Gi
    • Journal of Digital Convergence
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    • v.3 no.1
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    • pp.183-194
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    • 2005
  • This study is aimed at building up an Ontology to solve the discrepancy of terminologies between teachers and students by showing, through Ontology, the knowledge for diagnosis of underachieving students. Also this study makes it possible to infer the diagnosis based on information of these underachieving students. In addition, while a general Underachieving Students diagnosis system shows special diagnosis, this Ontology system helps users obtain correct concepts through this knowledge based system, and suggest building an Ontology to extend unclear conceptual knowledge to clearer ones.

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Ontology Construction Process and System (온톨로지 구축 프로세스와 시스템)

  • Lee, In-K.;Seo, Suk-T.;Jeong, Hye-C.;Hwang, Do-Sam;Kwon, Soon-H.
    • Journal of the Korean Institute of Intelligent Systems
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    • v.16 no.6
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    • pp.721-729
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    • 2006
  • Numbers of research on ontology construction and its application are being done for knowledge and information processing using computers. But, the current ontology development methods and ontology construction tools are using in restricted field on propose. Therefore, proper ontology development processes and ontology construction tools on ontology characteristic are needed. In this paper, we propose ontology construction process(OntoProcess) that non-experts in specific field are able to construct ontology through conceptualization of knowledge and formalization of concepts from language resource. Beside, some problems may be occurred while numbers of people are working together to construct ontology: i)duplicated concept definition in conceptualization process of knowledge and ii)decreasing efficiency of ontology construction by short understanding about formal language and tool operation in formalization process. To solve the problems, we propose an ontology construction process for multiple developers (OntoProcess) using meta ontology. We develop an ontology construction system(OntoCS) based on proposed processes, and we show the efficiency of proposed processes and system from ontology construction experiment.

A Semantic Search System based on Basic Ontology of Traditional Korean Medicine (한의 기초 온톨로지 기반 시맨틱 검색 시스템)

  • Kim, Sang-Kyun;Jang, Hyun-Chul;Kim, Jin-Hyun;Kim, Chul;Yea, Sang-Jun;Song, Mi-Young
    • Korean Journal of Oriental Medicine
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    • v.17 no.2
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    • pp.57-62
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    • 2011
  • We in this paper propose a semantic search system using the basic ontology in Korean medicine field. The basic ontology provides a formalization of medicinal materials, formulas, and diseases of Korean medicine. Recently, many studies for the semantic search system have been proposed. However, they do not support the semantic search and reasoning in the domain of Korean medicine because they do not have the Korean medicine ontology. Our system provides the semantic search features of semantic keyword recommendation, associated information browsing, and ontology reasoning based on the basic ontology. In addition, they also have the features of ontology search of a form of table and graph, synonym search, and external Open API supports. The general search engines usually provide search results for the simple keyword, while our system can also provide the associated information with respect to search results by using ontology so that can recommend more exact results to users.

GOMS: Large-scale ontology management system using graph databases

  • Lee, Chun-Hee;Kang, Dong-oh
    • ETRI Journal
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    • v.44 no.5
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    • pp.780-793
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    • 2022
  • Large-scale ontology management is one of the main issues when using ontology data practically. Although many approaches have been proposed in relational database management systems (RDBMSs) or object-oriented DBMSs (OODBMSs) to develop large-scale ontology management systems, they have several limitations because ontology data structures are intrinsically different from traditional data structures in RDBMSs or OODBMSs. In addition, users have difficulty using ontology data because many terminologies (ontology nodes) in large-scale ontology data match with a given string keyword. Therefore, in this study, we propose a (graph database-based ontology management system (GOMS) to efficiently manage large-scale ontology data. GOMS uses a graph DBMS and provides new query templates to help users find key concepts or instances. Furthermore, to run queries with multiple joins and path conditions efficiently, we propose GOMS encoding as a filtering tool and develop hash-based join processing algorithms in the graph DBMS. Finally, we experimentally show that GOMS can process various types of queries efficiently.

Research of interoperable model between Electronic Chart System and Ontology in Oriental Medicine field (한의전자차트와 온톨로지 연동 모델 연구)

  • Park, Young-Bae;Lee, Seung-Il;Ko, Hyun-Jin;Song, Mi-Young;Kim, Sang-Kyun
    • The Journal of the Society of Korean Medicine Diagnostics
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    • v.14 no.2
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    • pp.51-66
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    • 2010
  • Objectives: In this study, diagnosis of an ontology-based electronic chart system works by presenting a model electronic chart system is contributing to the standardization and objectification in Oriental Medicine field. Methods: The clinic is currently used in the electronic chart, and use surveys and research utilization was diagnosed. In addition, the symptoms with medicines, prescriptions, patterns ontology data, information, relationships between the association was derived. electronic chart the flow of information from the input data stream was defined using the ontology. Medicines, prescriptions, patterns diagnosis ontology, using the process model presented in the electronic chart. Results: This study show that interoperable model within the diagnostic capabilities of the electronic chart system in Oriental Medicine and represent diagnosis process in the system with symptoms. Conclusions: Diagnosed with symptoms of ontology integration with electronic chart to study the model was placed goal. Diagnosis and prescription due to strong associative connection implies an ontology can be seen even more important. Diagnostic elements will be added to enhance the diagnostic capabilities in the electronic chart can be varied and objective diagnostic model can be presented. This study extends the range for the CDSS, and new areas of research can be presented.

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.

Development and Evaluation of Ontology for Diagnosis in Oriental Medicine (한의진단 Ontology 구축과 평가)

  • Shin Sang-Woo;Jung Gil-San;Park Kyung-Mo;Kim Seon-Ho;Park Jong-Hyun
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.20 no.1
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    • pp.202-208
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    • 2006
  • The goal of this study is to develop knowledge representation method for the construction and evaluation of ontology for diagnosis in oriental medicine. To develop the expert system for decision making on diagnosis and treatment, the systematic and structural knowledge which can be processible in EMR(Electronic Medical Record) must be precedent, and the Computational Process which control the system as well. This study set up an ontology as a trial model to represent the oriental medical knowledge into the machine processible one. Protege 2.1 has been used to build the ontology, and the serialization format of our ontology is the XML document based on OWL. The components of oriental medical diagnosis was arranged with the combination of symptoms which belong to the certain symptom patterns. Then natural language which expresses the oriental medical diagnosis components were converted into the logical sentence, and individual characteristic symptoms into each values of specific properties. In addition to the study, the diagnosis software for oriental medicine was developed and it used the ontology which we developed. Sequently, we tested the software to confirm the appropriateness of ontology. The result of the test shows that diagnostic questions are automatically formulated according to the diagnosis components of this ontology and that as such diagnostic results are induced. Therefore, the ontology system in this study will be efficient to develop the diagnosis program and useful as a tool for doctors to make decision. But, it is not recommendable to apply the system to the clinical environment until the clear diagnosis standards are introduced, and the more reliable diagnosis program can be developed based on the more appropriate ontology mentioned above.

An Implementation of Inference-Based Web Ontology for Intelligent Image Retrieval System (지능형 이미지 검색 시스템을 위한 추론 기반의 웹 온톨로지 구축)

  • Kim, Su-Kyoung;Ahn, Kee-Hong
    • Journal of the Korean Society for information Management
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    • v.24 no.3
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    • pp.119-147
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    • 2007
  • Actually a diffusion of a semantic web application and utilization are situations insufficient extremely. Technology most important in semantic web application is construction of the ontology which contents itself with characteristics of semantic web. Proposed a suitable a method of building web ontology for characteristics or semantic web and web ontology as we compared the existing ontology construction ana ontology construction techniques proposed for web ontology construction, and we analyzed. And modeling old ontology to bases to description logic and the any axiom rule that used an expression way of SWRL, and established inference-based web ontology according to proposed ways. Verified performance of ontology established through ontology inference experiment. Also established an web ontology-based intelligence image retrieval system, to experiment systems for performance evaluation of established web ontology, and present an example of implementation of a semantic web application and utilization. Demonstrated excellence of a semantic web application to be based on ontology through inference experiment of an experiment system.

A Study on Development of Business Model in Independent Business for Ontology System (온톨로지 시스템의 구축을 위한 1인 기업 비즈니스 모델 개발에 관한 연구)

  • Choi, Myeong-Gil;Jeon, Min-Jun
    • Journal of Information Technology Applications and Management
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    • v.19 no.2
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    • pp.39-57
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    • 2012
  • Business environment goes through an unprecedented massive shift that has never happened before. For that reason, business models have to be designed to considering the changed environments. This study develops a business model for independent business to build an ontology system. The system has potentials to improve existing independent business models and to provide more detailed and precise information for users as relevant data accumulates. The ontology system helps independent business meet market demands, generate income for founders, and increase society-wide income levels. The results of the study provides insights to build ontology systems for new starting enterprises running their business.