• Title/Summary/Keyword: Ontology-based Search

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Ontology-based Semantic Searching Web Service and Integration with PDM (온톨로지 기반 의미검색 웹 서비스와 PDM과의 통합)

  • Hahm, Gyeong-June;Suh, Hyo-Won;Yang, Young-Soon;Choi, Young
    • Journal of the Computational Structural Engineering Institute of Korea
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    • v.21 no.6
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    • pp.579-587
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    • 2008
  • In collaborative environment, since each agent generally uses different words for the same meaning, there is an obstacle for information sharing. In collaborative product development environment, each agent has different words for representing same product information. As a result, it is hard to share product information in this situation. For solving this problem, semantic-based product information is needed. In this paper, a ontology-based semantic searching system which is able to interact with legacy PDM systems is proposed for product information sharing in collaborative environment Product ontology is represented with OWL format, and the product ontology is processed by Pellet reasoning engine for semantic searching. The system is implemented as a web service which can be integrated with other systems. This paper also introduces the approach with which a PDM system provides a function of semantic search with this search system.

Design and Implementation of Semantic Web Ontology for Enterprise Architecture (Enterprise Architecture를 위한 시맨틱 웹 기반의 온톨로지 설계 및 구현)

  • Kim, Wang-Suck;Byun, Young-Tae
    • Journal of Information Technology Services
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    • v.7 no.3
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    • pp.239-252
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    • 2008
  • Since EA includes huge information of a company, it takes long time and high cost for company's employees to search for what they need. We try to make the foundation to solve this problem by using ontology technology based on semantic web. In this paper, we try to verify efficiency of EA ontology by developing ontology for Business Enterprise Architecture(BEA). The purpose of this paper is to develop BEA ontology to provide new information by reasoner and to discover new relations between matadata by using extracted information and data. The EA ontology we developed will provide the new way of access and use for companies. The experience of ontology development will help EA ontology development in various domains. In the future, the development of other EAs which has more information resources will help to solve problems for interoperability between different EAs.

A System for Personalized Tour Recommendation Based on Ontology (온톨로지 기반의 개인화된 여행 추천 시스템의 구현)

  • Park, Yeonjin;Song, Kyunga;Whang, Jaewon;Chang, Byeong-Mo
    • The Journal of the Korea Contents Association
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    • v.15 no.9
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    • pp.1-10
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    • 2015
  • We propose and implement a personalized tour recommendation system based on ontology. We utilize user's profile, dynamic information on search in the application, web search, and facebook for personalized recommendation. We construct tour database for England based on ontology for a demo service, and recommend tour spot considering an individual preference with tour database. This dynamic and personalized tour service makes it possible for individual to plan one's own tour by considering recommended tour spots for each individual.

Matching Method between Heterogeneous Data for Semantic Search (시맨틱 검색을 위한 이기종 데이터간의 매칭방법)

  • Lee, Ki-Jung;WhangBo, Taeg-Keun
    • The Journal of the Korea Contents Association
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    • v.6 no.10
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    • pp.25-33
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    • 2006
  • For semantic retrieval in semantic web environment, it is an important factor to manage and manipulate distributed resources. Ontology is essential for efficient search in distributed resources, but it is almost impossible to construct an unified ontology for all distributed resources in the web. In this paper, we assumed that most information in the web environment exist in the form of RDBMS, and propose a matching method between domain ontology and the existing RDBMS tables for semantic retrieval. Most previous studies about matching between RDBMS tables and domain ontology have extracted a local ontology from RDBMS tables at first, and conducted the matching between the local ontology and domain ontology. However in the processing of extracting a local ontology, some problems such as losing domain information can be occurred since its correlation with domain ontology has not been considered at all. In this paper, we propose a methods to prevent the loss of domain information through the similarity measure between instances of RDBMS tables and instances of ontology. And using the relational information between RDBMS tables and the relational information between classes in domain ontology, more efficient instance-based matching becomes possible.

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A Study on the Semantic Search using Inference Rules of the Structured Terminology Glossary "STNet" (구조적 학술용어사전 "STNet"의 추론규칙 생성에 의한 의미 검색에 관한 연구)

  • Ko, Young Man;Song, Min-Sun;Lee, Seung-Jun;Kim, Bee-Yeon;Min, Hye-Ryoung
    • Journal of the Korean Society for Library and Information Science
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    • v.49 no.3
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    • pp.81-107
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    • 2015
  • This study describes the Bottom-up method for implementation of an ontology system from the RDB. The STNet, a structured terminology glossary based on RDB, was served as a test bed for converting to RDF ontology, for generating the inference rules, and for evaluating the results of the semantic search. We have used protege editor of the ontology developing tool to design ontologies with test data. We also tested the designed ontology with the Inference Engine (Pellet) of protege editor. The generated reference rules were tested by TBox and SPARQL queries through STNet ontology. The results of test show that the generated reference rules were verified as true and STNet ontology were also evaluated to be useful for searching the complex combination of semantic relation.

A Suggestion of Interface for Ontology-Based Record Retrieval System (온톨로지 기반의 기록물 검색 시스템을 위한 인터페이스 제안)

  • Lee, Yu-Been;Rieh, Hae-Young
    • Journal of Korean Society of Archives and Records Management
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    • v.17 no.1
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    • pp.217-244
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    • 2017
  • With the development of information technology, users can freely search records and archives without the involvement of archivists. However, existing records retrieval systems show only partial search results, which do not consider the users' intention. To overcome this problem, semantic web technology is being developed, and the International Council on Archives (ICA) is working to develop RIC (Records In Context), a new archival description standard, which reflects the trend. The conceptual model for archival description and its ontology of RIC are the basis for implementing semantic-based retrieval. In other words, it is necessary to consider the viewpoint of the users on how the records retrieval based on meaning should be designed and provided. Therefore, this study selected three cases of systems, which are built as semantic web technology, and conducted interviews of the users for the evaluation of the systems based on user experience. This study proposes the kind of interface that can be implemented for the ontology-based record retrieval system.

Relevance Feedback based on Medicine Ontology for Retrieval Performance Improvement (검색 성능 향상을 위한 약품 온톨로지 기반 연관 피드백)

  • Lim, Soo-Yeon
    • Journal of the Korean Society for information Management
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    • v.22 no.2 s.56
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    • pp.41-56
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    • 2005
  • For the purpose of extending the Web that is able to understand and process information by machine, Semantic Web shared knowledge in the ontology form. For exquisite query processing, this paper proposes a method to use semantic relations in the ontology as relevance feedback information to query expansion. We made experiment on pharmacy domain. And in order to verify the effectiveness of the semantic relation in the ontology, we compared a keyword based document retrieval system that gives weights by using the frequency information compared with an ontology based document retrieval system that uses relevant information existed in the ontology to a relevant feedback. From the evaluation of the retrieval performance. we knew that search engine used the concepts and relations in ontology for improving precision effectively. Also it used them for the basis of the inference for improvement the retrieval performance.

Multimedia Information Retrieval Using Semantic Relevancy (의미적 연관성을 이용한 멀티미디어 정보 검색)

  • Park, Chang-Sup
    • Journal of Internet Computing and Services
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    • v.8 no.5
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    • pp.67-79
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    • 2007
  • As the Web technologies and wired/wireless network are improved and various new multimedia services are introduced recently, need for searching multimedia including video data has been much increasing, The previous approaches for multimedia retrieval, however, do not make use of the relationships among semantic concepts contained in multimedia contents in an efficient way and provide only restricted search results, This paper proposes a multimedia retrieval system exploiting semantic relevancy of multimedia contents based on a domain ontology, We show the effectiveness of the proposed system by experiments on a prototype system we have developed. The proposed multimedia retrieval system can extend a given search keyword based on the relationships among the semantic concepts in the ontology and can find a wide range of multimedia contents having semantic relevancy to the input keyword. It also presents the results categorized by the semantic meaning and relevancy to the keyword derived from the ontology. Independency of domain ontology with respect to metadata on the multimedia contents is preserved in the proposed system architecture.

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A Design of Semantic Contents Search System for Multimedia Ontology (멀티미디어 온톨로지 기반의 의미론적 콘텐츠 검색 시스템 설계)

  • Hwang, Chi-Gon;Moon, Seok-Jae;Lee, Daesung;Yoon, Chang-Pyo
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2013.05a
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    • pp.245-248
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    • 2013
  • With the development of multimedia and network technology, the production of multimedia contents is rapidly increasing. Meanwhile, the technology to search and use the contents is still insufficient. There are standards for multimedia contents to address the problem, but they cannot fully support diverse multimedia data types or ensure their interoperability. In this paper, an ontology-based content search system is proposed to ensure the interoperability of multimedia contents. The ontology is configured by presenting the rules for it using the schema structure of the multimedia description scheme (MDS) of MPEG-7. Based on this ontology, the association of the multimedia data is expanded to design an access system that allows semantic search.

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Prototype of Crops Information System based on Ontology and WebGIS (Ontology와 WebGIS 기반 프로토타입 농작물 작황 정보시스템 구축)

  • Lee, Hong-Ro;Baek, Jeong-Hyun;Baek, Jeong-Ho
    • Journal of the Korean Association of Geographic Information Studies
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    • v.11 no.3
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    • pp.43-51
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    • 2008
  • In this paper, we present WebGIS techniques that can acquire more information from users who offered information and location of region's crops. So that it can be search the information based on Ontology defining Metadata for understand and control more accurately. And this paper shows how to implement about prototype of crops information system for obtaining information of location. Our object is to offer results Service form search, to analyze question of user and to show the exact geographic information about question of user. So this paper can be provide convenience to users that can be show Semantic WebGIS system.

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