• Title/Summary/Keyword: Semantic management

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A Study on the Design with RDF Authoring Tool for Metadata Management (메타데이터 관리를 위한 RDF 저작도구 설계에 관한 연구)

  • 최호찬;김차종
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.8 no.3
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    • pp.605-613
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    • 2004
  • Recently, the semantic web stands out in the next generation web. To realize the semantic web, the metadata integration is required between different metadatas on the web for metadata management. Otherwise, the integrated structure is needed to accommodate all of semantic, syntax and structure. RDF is one of the core technology and is more efficient framework for technology and interchange of metadata in the web, In this paper, for metadata management, we designed and implemented the RDF authoring system which converts each of metadata into RDF and makes it easy to manipulate and manage the different metadatas. For this, we researched about the RDF creation using Dublin Core metadata, the conversion of XML document into RDF, the RDF expression by N-Triple form and the integration of WSDL and RDF, and implemented the system on the lava platform. Basically, users using this system can integrate and manage metadatas easily even if they are not expert.

Hybrid Schema Matching (HSM): Schema Matching Algorithm for Integrating Geographic Information (Hybrid Schema Matching (HSM): 지리정보 통합을 위한 하이브리드 스키마 매칭 알고리즘)

  • Lee, Jiyoon;Lee, Sukhoon;Kim, Jangwon;Jeong, Dongwon;Baik, Doo-Kwon
    • KIPS Transactions on Software and Data Engineering
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    • v.2 no.3
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    • pp.173-186
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    • 2013
  • Web-based map services provide various geographic information that users want to get by continuous updating of data. Those map services provide different information for a geographic object respectively. It causes several problems, and most of all various information cannot be integrated and provided. To resolve the problem, this paper proposes a system which can integrate diverse geographic information and provide users rich geographic information. In this paper, a hybrid schema matching (HSM) algorithm is proposed and the algorithm is a mixture of the adapter-based semantic processing method, static semantic management-based approach, and dynamic semantic management-based approach. A comparative evaluation is described to show effectiveness of the proposed algorithm. The proposed algorithm in this paper improves the accuracy of schema matching because of registration and management of schemas of new semantic information. The proposal enables vocabulary-based schema matching using various schemas, and it thus also supports high usability. Finally, the proposed algorithm is cost-effective by providing the progressive extension of relationships between schema meanings.

An Exploratory Study on Barriers and Promotion to Older Adults' Online Use for Health Information Search and Health Management (노인들의 온라인 건강 정보 탐색 및 건강관리의 장애요인과 증진방안에 대한 연구)

  • An, Soontae;Kang, Hannah;Chung, Soondool
    • 한국노년학
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    • v.39 no.1
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    • pp.109-125
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    • 2019
  • This study examined factors that prevent older adults from using computers and/or smartphones for their health information search and health management. This study conducted face-to-face survey of a total of 240 older adults aged over 65. Based on the responses of open-ended questions, this study conducted semantic network analysis. The results showed that low level of perceived usefulness(PU) (e.g., information I want to find, detailed information, and trustworthiness) and perceived ease of use(PEOU) (e.g., how to search for information, how to install applications, and visibility) are main factors that prevent older adults from using computers and/or smartphones for their health information search and health management. Furthermore, based on the results of semantic network analysis, further hierarchical regression analysis confirmed that PU and PEOU were positively associated with intention to use mobile application. Thus, the results imply that increasing older adults' PU and PEOU can promote their intention to use mobile application.

Query Expansion System for Semantic Contents Retrieval (시맨틱 콘텐츠 검색을 위한 질의 확장 시스템)

  • Lee, Moo-Hun;Choi, Eui-In
    • Journal of Digital Convergence
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    • v.10 no.10
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    • pp.307-312
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    • 2012
  • For semantic search methods to provide more accurate results than keyword-based search in a logical representation that uses a knowledge base are being studied. Than most of the user to use formal query language and schema used to interpret the meaning of a user keyword. In this paper, we propose to expand the user query for semantic search. In the proposed system, user query expansion component and a component to adjust the results to interpret user queries to take advantage of the knowledge base associated with a search term. Finally, a user query semantic interpretation, the proposed scheme to verify the experimental results of the prototype system is described.

A Method for build an Ontology-based Component Semantic Search System for Reconfiguration of Weapon System (무기체계 재구성을 위한 온톨로지 기반 컴포넌트 시맨틱 검색 시스템 구축 방법)

  • Seo, Dong Jin;Seo, Yoonho
    • Journal of the Korea Society for Simulation
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    • v.25 no.1
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    • pp.11-20
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    • 2016
  • Recently in the field of defense Modeling and Simulation (M&S), Component-Based Development technology is widely applying to save the cost and increase the reusability of weapon system development. Related with this, researches for rapid reconfiguration and simulation of the component-standardized weapon system is actively carrying out. To rapidly reconfigure the new weapon system, complex and various functions of component information has to be effectively searched. So, it requires differentiated search technique unlike existing Keyword-based Search method. Semantic Search System provides semantically related information among the extensive information. In this research, metadata of weapon system components and their representative functional words are built as an ontology. And it provides an ontology-based semantic search system.

Design of Relational Storage Schema and Query Processing for Semantic Web Documents (시맨틱 웹 문서를 위한 관계형 저장 스키마 설계 및 질의 처리 기법)

  • Lee, Soon-Mi
    • Journal of the Korea Society of Computer and Information
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    • v.14 no.1
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    • pp.35-45
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    • 2009
  • According to the widespread use of ontology documents, a management system which store ontology data and process queries is needed for retrieving semantic information efficiently. In this paper I propose a storage schema that stores and retrieves semantic web documents based on RDF/RDFS ontology language developed by W3C in a relational databases. Specially, the proposed storage schema is designed to retrieve efficiently hierarchy information and to increase efficiency of query processing. Also, I describe a mechanism to transform RQL semantic queries to SQL relational queries and build up database using MS-ACCESS and implement in this paper. According to the result of implementation, we can blow that not only data query based on triple model but also query for schema and hierarchy information are transformed simply to SQL.

Semantic Web based Multi-Dimensional Information Analysis System on the National Defense Weapons (시맨틱 웹 기반 국방무기 다차원 정보 분석 시스템)

  • Choi, Jung-Hwoan;Park, Jeong-Ho;Kim, Pyung;Lee, Seungwoo;Jung, Hanmin;Seo, Dongmin
    • The Journal of the Korea Contents Association
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    • v.12 no.11
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    • pp.502-510
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    • 2012
  • As defense science and technology are developing, smart weapons are being developed continually. The collection and analysis of the future strategic weapon information from all over the world have become a greater priority because information sharing became active. So, a system to manage and analyze heterogeneous defense intelligence is required. Semantic Web is the next generation knowledge information management technology for integrating, searching and navigating heterogeneous knowledge resource. Recently, Semantic Web is wildly being used in intelligent information management system. Semantic Web supports the analysis with the high reliability because it supports the simple keyword search as well as the semantic based information retrieval. In this paper, we propose the semantic web based multi-dimensional information analysis system on the national defense weapons that constructs ontology for various weapons information such as weapon specifications, nations, manufacturers and technologies and searches and analyses the specific weapon based on ontology. The proposed system supports the semantic search and multi-dimensional information analysis based on the relations between weapon specifications. Also, our system improves the efficiency on acquiring smart weapon information because it is developed with ontology based on military experts' knowledge and various web documents related with various weapons and intelligent search service.

An Analysis of Arts Management-Related Studies' Trend in Korea using Topic Modeling and Semantic Network Analysis (토픽모델링과 의미연결망분석을 활용한 한국 예술경영 연구의 동향 변화 - 1988년부터 2017년까지 국내 학술논문 분석을 중심으로 -)

  • Hwang, SeoI;Park, Yang Woo
    • Korean Association of Arts Management
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    • no.50
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    • pp.5-31
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    • 2019
  • The main purpose of this study was to use Deep Learning based Topic Modeling and Semantic Network Analysis to examine research trend of arts management-related papers in korea. For this purpose, research subjects such as 'The Journal of Cultural Policy', 'The Journal of Cultural Economics', 'The Journal of Culture Industry', 'The Journal of Arts Management', and 'The Journal of Human Content', which are the registered journal of the National Research Foundation of Korea directly or indirectly related to arts management field. From 1988 to 2017, a total of 2,110 domestic journals' signature, abstract, and keyword were analyzed. We tried Big Data analysis such as Topic Modeling and Semantic Network Analysis to examine changes in trends in arts management. The analysis program used open software R and standard statistical software SPSS. Based on the results of the analysis, the implications and limitations of the study and suggestions for future research were discussed. And the potential for development of convergent research such as Arts & Artificial Intelligence and Arts & Big Data.

A Study on the Ontology Languages and Application Systems for the Semantic Web (시맨틱웹을 위한 온톨로지 언어와 구현사례 연구)

  • Jeong, Do-Heon
    • Journal of Information Management
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    • v.34 no.3
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    • pp.87-109
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    • 2003
  • Continual attempts to accumulate and apply information eventually gave birth to the concept of the "Semantic Web". Thus, the "Semantic Web" can be defined as a product of mankind's desire to standardize information. At the same time, the term provides "a method that standardizes mankind's concept of linguistical expression", and can be noted as an effort to combine such methods into a standard web environment that may materialize to form a catalogue. This study introduced RDF schema, ontology languages for the semantic web, and ontology-based systems. 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 facettype 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.

Design for RDF-based Semantic Web System (RDF 기반 시맨틱 웹 시스템 설계)

  • Lee, Jong-Won;Jang, Ki-Man;Kim, Kyng-Hwan;Yang, Xitong;Jung, Hoe-Kyung
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2014.10a
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    • pp.684-686
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    • 2014
  • It is difficult to effectively search and data management due to the increasing number of web is now. While Semantic Web technologies and the development of next-generation wepin this as a way to overcome them, and monopolize the domestic utilization is not overwhelming introduction to the Semantic Web technology is being used in existing search engines. This causes the development of the Semantic Web is becoming slower, and reluctant to use the Semantic Web users who use search engines as well. In this paper, compared to the currently used web and the next generation of the web, and why utilization is low compared to the search engine you are using an existing Web technology that uses the Semantic Web technology is a search engine, what research was that the inefficient because, as a RDF-based Semantic suggest how to improve the efficiency solved by designing the web.

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