• Title/Summary/Keyword: Ontology Search

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Design and Implementation of Ontology Based Search System for Problem Based Learning (문제해결학습을 위한 온톨로지 기반 검색 시스템의 설계 및 구현)

  • Choi, Suk-Young;Kim, Min-Jung;Ahn, Seong-Hun
    • The Journal of the Korea Contents Association
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    • v.6 no.12
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    • pp.177-185
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    • 2006
  • It is a difficult problem that learner have to need much times and efforts to search informations for problem solving. This is caused that the web based search system used by this time have the searching method of simple keyword matching. The searching method of simple keyword matching search informations by method of whether it is simply matched with keyword. Therefore, Learner have to much times and efforts to search informations, and may lose or be out of his bearing. To solve this problems, We design and implement a ontology based search system. This system is apply to PBL of social studies on middle school students. As a result, This system is more effect than the web based search system used by this time.

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A Method on Automatically Creating an Ontology by Extracting Various Relationships between Terms (용어 간의 다양한 관계 추출을 통해 온톨로지를 자동으로 생성하는 방법)

  • Young-tae Kim
    • Journal of Practical Engineering Education
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    • v.15 no.2
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    • pp.321-330
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    • 2023
  • In this paper, we propose a method of automatically creating an ontology by extracting various relationships between terms necessary for constructing an ontology of a specific domain. The extracted relationship is constructed as an ontology by encoding it into an axiomatic set in the structure of the ontology. To solve efficiently, we represent the search space of the set as an integer programming problem, and we reduce the matrix by using a simple reduction that eliminates rules that are not very helpful for optimization. In conclusion, this paper proposes a way to generalize patterns using given data, reduce search space while maintaining useful patterns, and automatically generate efficient ontology using extracted relationships by applying algorithms composed of structured ontology.

A Study on the Conceptual Modeling and Implementation of a Semantic Search System (시맨틱 검색 시스템의 개념적 모형화와 그 구현에 대한 연구)

  • Hana, Dong-Il;Kwonb, Hyeong-In;Chong, Hak-Jin
    • Journal of Intelligence and Information Systems
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    • v.14 no.1
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    • pp.67-84
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    • 2008
  • This paper proposes a design and realization for the semantic search system. The proposed model includes three Architecture Layers of a Semantic Search System ; (they are conceptually named as) the Knowledge Acquisition, the Knowledge Representation and the Knowledge Utilization. Each of these three Layers are designed to interactively work together, so as to maximize the users' information needs. The Knowledge Acquisition Layer includes index and storage of Semantic Metadata from various source of web contents(eg : text, image, multimedia and so on). The Knowledge Representation Layer includes the ontology schema and instance, through the process of semantic search by ontology based query expansion. Finally, the Knowledge Utilization Layer includes the users to search query intuitively, and get its results without the users'knowledge of semantic web language or ontology. So far as the design and the realization of the semantic search site is concerned, the proposedsemantic search system will offer useful implications to the researchers and practitioners so as to improve the research level to the commercial use.

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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.

The study on the design of Korean Medical Article Retrieval System Supporting Semantic Navigation based on Ontology (의미 네비게이션을 지원하는 온톨로지 기반 한의학 논문 검색 시스템 설계 연구)

  • Ko, You-Mi;Eom, Dong-Myung
    • Korean Journal of Oriental Medicine
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    • v.11 no.2
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    • pp.35-52
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    • 2005
  • This study is to design a Semantic Navigation Retrieval System for Oriental Medicine Articles based on a XTM so that people can search and use them more effectively than before. Keywords extracted from articles are categorized 4 topics : herbs, prescription, disease, and action. Keywords analysis Ontology is modeled based on 4 topics and their relations, and then represented Topic maps. Next, Article analysis Ontology is consist of title, author, keywords, abstracts and organization Topics from metadata. Keywords and Article analysis Ontology were integrated through Keywords Topic. Korean Medical Article Retrieval System is optimistic in terms on search results supporting semantic navigation in the information service aspects and easier accessibility because all related information are semantically connected with each different DBs.

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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.

Implementation of Ontology-based Service by Exploiting Massive Crime Investigation Records: Focusing on Intrusion Theft (대규모 범죄 수사기록을 활용한 온톨로지 기반 서비스 구현 - 침입 절도 범죄 분야를 중심으로 -)

  • Ko, Gun-Woo;Kim, Seon-Wu;Park, Sung-Jin;No, Yoon-Joo;Choi, Sung-Pil
    • Journal of the Korean Society for Library and Information Science
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    • v.53 no.1
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    • pp.57-81
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    • 2019
  • An ontology is a complex structure dictionary that defines the relationship between terms and terms related to specific knowledge in a particular field. There have been attempts to construct various ontologies in Korea and abroad, but there has not been a case in which a large scale crime investigation record is constructed as an ontology and a service is implemented through the ontology. Therefore, this paper describes the process of constructing an ontology based on information extracted from instrusion theft field of unstructured data, a crime investigation document, and implementing an ontology-based search service and a crime spot recommendation service. In order to understand the performance of the search service, we have tested Top-K accuracy measurement, which is one of the accuracy measurement methods for event search, and obtained a maximum accuracy of 93.52% for the experimental data set. In addition, we have obtained a suitable clue field combination for the entire experimental data set, and we can calibrate the field location information in the database with the performance of F1-measure 76.19% Respectively.

A Construction of an Ontology Server based Intelligent Retrieval using XMDR (XMDR을 이용한 지능형 검색 온톨로지 서버 구축)

  • Hwang Chi-Gon;Jung Gye-Dong
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.8B
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    • pp.549-561
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    • 2005
  • As Internet and network technologies have been developed, e-commerces are getting more complex and more various. This paper, for meta-data and data exchange between heterogeneous database systems, uses XML schema proposed in W3C, and XML schema can present meta-data and data of relational database system as XML document format which is structural. It supports various primitive data formats, so that it uses the structure which reflects adequately data formats which relational database system offered. However, current e-commerces use heterogeneous platforms, so difficulties that is mutual interchange and management exist. For the solution for these problems, a standard ontology which defines relations of product classifications and the standard of property expression and the location ontology which offers e-commerce's information about products are constructed. Applying these ontology information to search system, by offering information which customers need efficient search is performed. Combining these ontologies and product classification category information, called XMDR, this XMDR is introduced into product search system, so this paper proposes to construct ontology server method for efficient search.

A Design of the Ontology for Enhanced Semantic Retrieval of Multimedia Contents (멀티미디어 콘텐츠의 강화된 의미 검색을 위한 온톨로지 설계)

  • Kim, Sun-Kyung;Shin, Pan-Seop;Lim, Hae-Chull
    • Journal of Internet Computing and Services
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    • v.13 no.1
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    • pp.107-115
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    • 2012
  • In recent Information Environment, various Multimedia contents are getting noticed. But, since these contents have various formats of representation and very wide range of information, it was difficult to retrieve contents that user wanted and to utilize it. To solve these problems, many studies presented draft standards for adding metadata to contents, and then, semantic search for contents had become available. Unfortunately, as the number of metadata standards and contents increased, the lack of interoperability between contents was begun and users are faced with difficulty of search contents again. To improve these problems, this paper supports interoperability between metadata standards and expands the semantic relationship between elements and proposes an ontology which is named TOFIC(The Ontology For Imagery Contents) for enhanced semantic search. In TOFIC, the semantic relationships between MPEG-7 and TV-Anytime are classified, and extended new semantics are defined. As a result, semantic search for multimedia contents is enhanced and it is possible to retrieve most of the multimedia contents that exist on the current information environment consistently. In addition, it supports enhanced content-based search for multimedia contents.

Design of Semantic Search System for the Search of Duplicated Geospatial Projects (공간정보사업의 중복사업 검색을 위한 의미기반검색 시스템의 설계)

  • Park, Sangun;Lim, Jay Ick;Kang, Juyoung
    • Journal of Information Technology Services
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    • v.12 no.3
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    • pp.389-404
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    • 2013
  • Geospatial information, which is one of social overhead capital, is predicted as a core growing industry for the future. The production of geospatial information requires a huge budget, so it is very important objective of the policy for geospatial information to prevent the duplication of geospatial projects. In this paper, we proposed a semantic search system which extracts possible duplication of geospatial projects by using ontology for geospatial project administration. In order to achieve our goal, we suggested how to construct and utilize geospatial project ontology, and designed the architecture and process of the semantic search. Moreover, we showed how the suggested semantic search works with a duplicated projects search scenario. The suggested system enables a nonprofessional can easily search for duplicated projects, therefore we expect that our research contributes to effective and efficient duplication review process for geospatial projects.