• Title/Summary/Keyword: ontology management

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Fuzzy Inference Engine for Ontology-based Expert Systems (온톨로지 기반의 전문가 시스템 구축을 위한 퍼지 추론 엔진)

  • Choi, Sang-Kyoon;Kim, Jae-Saeng
    • The Journal of the Korea Contents Association
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    • v.9 no.6
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    • pp.45-52
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    • 2009
  • Recently, we started a project development of the digital expert system for the product design supporting in manufacturing industry. This digital expert system is used to the engineers in manufacturing industry for the process control, production management and system management. In this paper, we develop the ontology based inference engine shell for building of expert system. This expert system shell included a various functions which of Korean language supporting, graphical ontology map modeling interface, fuzzy rule definition function and etc. And, we introduce the knowledge representation method for the ontology map building and ontology based fuzzy inferencing method.

A Study on a Facet-Based Ontology Design for Archival Records of Finding Dispersed Families (이산가족 찾기 기록 패싯 기반 온톨로지 모델 설계에 관한 연구)

  • Lee, Eun Uk;Park, Heejin
    • Journal of Korean Society of Archives and Records Management
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    • v.18 no.4
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    • pp.231-257
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    • 2018
  • This paper aims to suggest a facet-based ontology model that can help sort and access records of dispersed families to address these problems. The facet systematically defines the categories of target concepts, which can create diverse and multiple access points. Using the top-down and bottom-up approaches, the facets, which consist of five upper classes and 18 lower classes, were derived for the records of dispersed families. The proposed ontology model was evaluated by real users. The results show that, overall, the ontology is complete and relevant in terms of access points, availability of context information of the records, and description elements for search and use of the records on dispersed families.

A Study on Agricultural Product Warehouse Management based on Ontology (온톨로지기반 농수산물 창고관리에 관한 연구)

  • Kim, John;Lee, Hyun-Chang;Koh, Jin-Gwang
    • Journal of the Korea Society of Computer and Information
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    • v.14 no.9
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    • pp.205-210
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    • 2009
  • This paper proposes an ontology-based context aware system model for the purpose of storing and managing agricultural products using ubiquitous sensors to share and distribute information. In these days, according to penetrating ubiquitous technologies into our way of life, the importance of information is increasing gradually. The importance of ontology in a domain is getting as well. Therefore, this paper designs and build an ontology-based agricultural products warehouse model using context aware state information obtained by using wireless sensors. Also, it shows the result described by graphical ontology results to share common understanding on the structure of context information among users, devices and services to enable semantic interoperability owing to the information of the context aware state of the warehouse.

Change Detection and Management Scheme of OWL Documents (OWL 문서의 변경 탐지 및 관리 기법)

  • Kim, Youn-Hee;Kim, Jee-Hyun
    • Journal of Digital Contents Society
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    • v.13 no.1
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    • pp.43-52
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    • 2012
  • For accurate search on information resources, it is needed to manage gradual changes in ontology efficiently. Recently, because ontology is often written using OWL, techniques that can manage changes in OWL documents are required. To meet these needs, in this paper, we classify changeable elements to detect changes in OWL ontology and propose a storage schema that can manage the changes according to the characteristics of each element. And we suggest the possibility of improving performance of query processing using views that provide information about classes or properties in each ontology version. The proposed storage schema stores changes in metadata associated with each ontology version. In addition, it can manage metadata that must be added or deleted through reasoning when ontology changes. So, the proposed storage schema can support queries about history of changes in ontology and provide accurate and valid metadata that is suitable for user-selected ontology version.

Ontology Implementation and Methodology Revisited Using Topic Maps based Medical Information Retrieval System (토픽맵 기반 의학 정보 검색 시스템 구축을 통한 온톨로지 구축 및 방법론 연구)

  • Yi, Myong-Ho
    • Journal of the Korean Society for information Management
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    • v.27 no.3
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    • pp.35-51
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    • 2010
  • Emerging Web 2.0 services such as Twitter, Blogs, and Wikis alongside the poorlystructured and immeasurable growth of information requires an enhanced information organization approach. Ontology has received much attention over the last 10 years as an emerging approach for enhancing information organization. However, there is little penetration into current systems. The purpose of this study is to propose ontology implementation and methodology. To achieve the goal of this study, limitations of traditional information organization approaches are addressed and emerging information organization approaches are presented. Two ontology data models, RDF/OW and Topic Maps, are compared and then ontology development processes and methodology with topic maps based medical information retrieval system are addressed. The comparison of two data models allows users to choose the right model for ontology development.

A Study on Design of Ontologies for Wounded Heart Healing (마음의 상처 치유를 위한 온톨로지 설계에 관한 연구)

  • Baek, Hyeon-Gi
    • Journal of Digital Convergence
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    • v.10 no.9
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    • pp.311-317
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    • 2012
  • This study suggested ontology design to help heart-wounded users to be healed from their wounded heart. The ontology development framework which this article applied or adapted was mainly based on 9-step ontology development frameworks suggested by E. King and Reinold. The procedures of this study were collections and classification of related technical terms following the definitions of ontology and ontology users. In case added technical terms in the process of the study was founded, the definitions of their synonyms was utilized to complete ontology design. In addition, this article presented possibilities of offering new information by combining various characteristics of wounded heart, activating the expansion of ontology conception.

Models and Representations of Formulas in Korean Medicine Information Systems (한의 정보 시스템에서 처방 정보의 모델링 및 표현 방법)

  • Kim, Sang-Kyun;Kim, Anna;Oh, Young-Taek;Jang, Hyunchul
    • The Journal of Korean Medicine
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    • v.35 no.1
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    • pp.41-49
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    • 2014
  • Objectives: We propose a method to model and represent formulas in Korean medicine information systems. Methods: All the formulas were codified in the form of graphs representing the relationship between a formula and its constituents. To identify a unique formula in a graph, the formula's name, the book in which the formula was written, the book where the formula was extracted, and the page number in the extracted book are used. All the formulas and the relationship between formulas are modelled as an ontology based on graphs. Results: A formula search system was constructed using our ontology, which can represent formula information efficiently by grouping and filtering of formulas. Our formula model was also constructed as a mobile application. Conclusions: The information in our formula search system depends on our ontology. However, our model or our search scenarios could be extended according to formula information.

Intelligent integration of Ontology and Multi-agents Coordination Mechanism in Ubiquitous Decision Support System Portal (유비쿼터스 환경에서 다중 의사결정지원을 위한 지능형 온톨로지 통합 및 다중에이전트 관리 시스템 : u-Fulfillment 도메인 중심)

  • Lee, Hyun-Jung;Lee, Kun-Chang;Sohn, M-Ye M.
    • Journal of Intelligence and Information Systems
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    • v.14 no.1
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    • pp.47-66
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    • 2008
  • This study is aimed at proposing a new type of ubiquitous decision support system (u-DSS) portal which is embedded with two important mechanisms like an intelligent ontology management module (i-OMM) and multi-agent coordination mechanism (MACM). The proposed portal provides timely decision support to the involved decision entities (represented as agents) by taking advantage of the two mechanisms embedded on the portal. The most important virtue of the proposed portal is that it can resolve two problems such as semantic discordance and data confliction which are occurring very often in an ubiquitous computing environment. Frequent requests of revising the already established decision information due to the rapid changes in decision entities' requirements require the extremely flexible and intelligent u-DSS vehicle like theproposed mechanism. In this sense, the i-OMM is designed to provide support to solving the semantic discordance in the way that the i-OMM virtually integrates ontology view (IOV) to integrate heterogeneous ontology among the agents engaged inubiquitous commerce situations. Then the i-OMM sends the IOV to the MACM to resolve the conflicts among the involved agents. The proposed u-DSS portal was applied to the u-fulfillment problem in which all the involved decisionagents need their own requirements to be satisfied seamlessly and timely. The experimental results show that the proposed u-DSS portal is very robust and promising in the field of u-DSS and context modeling.

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A Study of iPMIS(Intelligent Program Management Information System) Information Inference an Searching System Based on Ontologies (온톨로지 기반 정보 검색 시스템을 이용한 iPMIS (지능형 종합사업관리시스템) 정보 추론에 관한 연구)

  • Ahn, Hyoung-Jun;Lim, Jae-Bok;Kim, Ju-Hyung;Kim, Jae-Jun
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2009.05b
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    • pp.175-179
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    • 2009
  • Researches of current PMIS(Project Management Information System) information searching focus on providing personalized results as well as matching needed queries in an enormous amount of information. This paper aim at discovering hidden knowledge to provide personalized and inferred search results based on the ontology with categorized concepts and relations among construction data. The current PMIS searching occasionally presents too much redundant information or offers no matching results from large volumes of data. In this paper, we propose a service searching system, which becomes aware of users device using iPMIS(Intelligent Program Management Information System). And we design and plant the ontology-based iPMIS, which is aware of the context in its environment.

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Ontology-based Facility Maintenance Information Integration Model using IFC-based BIM data

  • Kim, Karam;Yu, Jungho
    • International conference on construction engineering and project management
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    • 2015.10a
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    • pp.280-283
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    • 2015
  • Many construction projects have used the building information modeling (BIM) extensively considering data interoperability throughout the projects' lifecycles. However, the current approach, which is to collect the data required to support facility maintenance system (FMS) has a significant shortcoming in that there are various individual pieces of information to represent the performance of the facility and the condition of each of the elements of the facility. Since a heterogeneous external database could be used to manage a construction project, all of the conditions related to the building cannot be included in an integrated BIM-based building model for data exchange. In this paper, we proposed an ontology-based facility maintenance information model to integrate multiple, related pieces of information on the construction project using industry foundation classesbased (IFC-based) BIM data. The proposed process will enable the engineers who are responsible for facility management to use a BIM-based model directly in the FMS-based work process without having to do additional data input. The proposed process can help ensure that the management of FMS information is more accurate and reliable.

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