• Title/Summary/Keyword: 시맨틱 웹 데이터

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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.

A Design and Implementation of the Semantic Search Engine (시멘틱 검색 엔진 설계 및 구현)

  • Heo, Sun-Young;Kim, Eun-Gyung
    • Proceedings of the Korean Information Science Society Conference
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    • 2008.06c
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    • pp.331-335
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    • 2008
  • 시맨틱 웹은 정보의 의미를 개념으로 정의하고 개념들 간의 관계성을 표현함으로써, 문서들 간의 단순 연결이 아닌 의미 연결을 통해서 보다 정확하고 효율적인 정보 검색이 가능하게 된다. 이러한 시맨틱 웹의 비전이 구체화되기 위해서는 웹 온톨로지(Web Ontology)를 기반으로 의미 정보로 구성된 시맨틱 문서들에 대한 추론을 통해서 웹상에 존재하는 엄청난 정보들 간의 관련성을 파악하고 사용자가 요구하는 정보를 보다 효율적으로 검색할 수 있는 시스템이 필수적이다. W3C에서 제안한 OWL은 대표적인 온톨로지 언어이다. 시맨틱 웹 상에서 OWL 데이타를 효율적으로 검색하기 위해서는 잘 구성되어진 저장 스키마를 구축해야 한다. 본 논문에서는 Jena2의 경우, 단일 테이블에 문서의 정보를 저장하기 때문에 단순 선택 연산 (Simple Selection), 조인 연산이 요구되는 질의에 대한 성능이 저하되고 대용량의 OWL데이터의 처리에 있어 성능이 저하되는 문제를 해결하기 위하여 본 논문에서는 OWL 문서의 의미를 Class, Property, Individual로 분류하여 각각의 데이터 정보들을 테이블에 저장하기 위한 다중 변환기와 OWL 변환기 기능을 가진 시멘텍 검색 엔진을 설계 및 구현하였다. 본 검색 엔진을 테스트한 결과, 단순정보검색 질의 시 Jena2에서 비정규화된 테이블 구조로 저장할 때보다 질의 응답 속도를 향상 시킬 수 있었고, 조인 연산 시 두 테이블의 크기로 인한 조인비용이 발생하는 문제점을 해결함으로써 빠른 검색 및 질의 속도를 보장할 수 있었다.

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A Study on Designing with RDF for manage of Web Service Metadata (웹 서비스 메타데이타 관리를 위한 RDF 설계에 관한 연구)

  • 최호찬;유동석;이명구;김차종
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2003.10a
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    • pp.623-625
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    • 2003
  • The Semantic Web stands out in the next generation web, recently. In the Semantic Web, any information resources is defined by semantics and semantic links is given among these. It is different from existing web service environment. RDF (Resource Description Framework) is the data model to describe metadata of web resource and is to support for semantic links. And it is much the same as WSDL (Web Serice Description Language). In theis paper, we propose the RDF design method to improve the search performance by integrating RDF data unit with WSDL. We confirm the performance and efficiency of search will be improved by using the proposed method.

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A Study of Designing Semantic Web and Policy Directions for National Knowledge and Information Management (국가지식정보자원관리를 위한 시맨틱웹 설계 및 정책방향에 관한 연구)

  • Oh, Sam-Gyun
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.15 no.1
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    • pp.43-67
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    • 2004
  • The purpose of this study is to design semantic web and policy direction for national knowledge and information management. The paper describes all the components needed to accomplish the objective: 1) creating unchangeable and unique identifiers for metadata elements, resources, and ontology classes and properties; 2) recommending active use of XML namespaces; 3) establishing metadata and application profile standards for national integrated searching; 4)developing a metadata registry to promote semantic interoperability among metadata; 5) discussing the need of creating ontologies using W3C OWL and ISO Topic Maps; 6) providing intelligent search services based on metadata; and 7) presenting future directions and tasks of national knowledge and information management.

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Automated Composition of Semantic Web Services Based on Reactive Planning (반응형 계획에 기초한 자동화된 시맨틱 웹서비스의 조합)

  • Jin, Hoon;Kim, In-Cheol
    • The KIPS Transactions:PartB
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    • v.14B no.3 s.113
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    • pp.199-214
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    • 2007
  • Recently, there have been a lot of works trying to realize automated composition of semantic web services though application of AI planning techniques. The traditional AI planning techniques, however, have some limitations: it is not easy to represent a web service process with complex control constructs as an action or a plan; it is hardly possible to consider enough the rich information contained in domain ontologies during the planning process; it is impossible to model directly the data flow from the outputs of a web service to the inputs of another web service; it is difficult to predict and deal with uncertainty and dynamics of the environment because the plan generation phase is supposed to be separated from the plan execution phase. In order to overcome some of these limitations, this paper suggests a reactive planning approach to automated composition of semantic web services. Through some experiments using several e-commerce web services, we found that the reactive planning is an effective way to realize automated composition of semantic web services.

Storing Scheme based on Graph Data Model for Managing RDF/S Data (RDF/S 데이터의 관리를 위한 그래프 데이터 모델 기반 저장 기법)

  • Kim, Youn-Hee;Choi, Jae-Yeon;Lim, Hae-Chull
    • Journal of Digital Contents Society
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    • v.9 no.2
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    • pp.285-293
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    • 2008
  • In Semantic Web, metadata and ontology for representing semantics and conceptual relationships of information resources are essential factors. RDF and RDF Schema are W3C standard models for describing metadata and ontology. Therefore, many studies to store and retrieve RDF and RDF Schema documents are required. In this paper, we focus on some results of analyzing available query patterns considering both RDF and RDF Schema and classify queries on RDF and RDF Schema into the three patterns. RDF and RDF Schema can be represented as graph models. So, we proposed some strategies to store and retrieve using the graph models of RDF and RDF Schema. We can retrieve entities that can be arrived from a certain class or property in RDF and RDF Schema without a loss of performance on account of multiple joins with tables.

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An XML Schema for Dynamical RDF Document Generation (동적인 RDF 문서 생성을 위한 XML 스키마)

  • 정의현;강수경;조성윤
    • Proceedings of the Korean Information Science Society Conference
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    • 2004.10c
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    • pp.643-645
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    • 2004
  • 시맨틱 데이터는 인간이 의도한 정보를 효과적으로 기계에게 전달하는 정보 양식이다. 그러나 시맨틱 정보를 웹 브라우저를 통해 CGI 코드로 처리하는 방식은 정보 시스템내의 정보구조와 이의 처리 코드가 고착되는 문제점을 안고 있었다. 이를 해결하기 위해 본 논문에서는 시맨틱 정보를 담는 RDF 술어를 기술하는 XML 스키마를 제안한다. 해당 스키마로 기술된 RDF 술어는 HTML 폼으로 자동으로 생성되며, 해당 폼에서 받아들인 데이터를 기반으로 대응되는 RDF 문서를 생성하는데 사용된다. 제안된 스키마를 이용함으로써, 정보 시스템 내에서 RDF 구조의 동적인 변경이 용이하며, 표준화된 방식의 RDF 데이터 입력이 가능해지는 효과를 얻게 된다.

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Smart Browser based on Semantic Web using RFID Technology (RFID 기술을 이용한 시맨틱 웹 기반 스마트 브라우저)

  • Song, Chang-Woo;Lee, Jung-Hyun
    • The Journal of the Korea Contents Association
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    • v.8 no.12
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    • pp.37-44
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    • 2008
  • Data entered into RFID tags are used for saving costs and enhancing competitiveness in the development of applications in various industrial areas. RFID readers perform the identification and search of hundreds of objects, which are tags. RFID technology that identifies objects on request of dynamic linking and tracking is composed of application components supporting information infrastructure. Despite their many advantages, existing applications, which do not consider elements related to real.time data communication among remote RFID devices, cannot support connections among heterogeneous devices effectively. As different network devices are installed in applications separately and go through different query analysis processes, there happen the delays of monitoring or errors in data conversion. The present study implements a RFID database handling system in semantic Web environment for integrated management of information extracted from RFID tags regardless of application. Users’ RFID tags are identified by a RFID reader mounted on an application, and the data are sent to the RFID database processing system, and then the process converts the information into a semantic Web language. Data transmitted on the standardized semantic Web base are translated by a smart browser and displayed on the screen. The use of a semantic Web language enables reasoning on meaningful relations and this, in turn, makes it easy to expand the functions by adding modules.

Ontology data processing method in distributed semantic web environment (분산 시맨틱웹 환경에서의 온톨로지 데이터 처리 기법 연구)

  • Kim, Byung-Gon;Oh, Sung-Kyun
    • Journal of Digital Contents Society
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    • v.9 no.2
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    • pp.277-284
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    • 2008
  • As the increasing of users' request about internet web service, the importance of ontology to construct semantic web is increasing now. Early Internet data processing was studied in the form of data integration through centralized ontology construction. However, because of distributed environment of internet, when integrating data of distributed site, it is required to integrate data of each site in terms of peer-to-peer data processing for corresponding to fast change of internet. In this paper, in distributed environment, we propose data processing method which construct ontology in each site with ontology language OWL. Furthermore, through relational representation of OWL, we propose the system containing distributed query processing for data constructed in different site with different method.

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Semantic schema data processing using cache mechanism (캐쉬메카니즘을 이용한 시맨틱 스키마 데이터 처리)

  • Kim, Byung-Gon;Oh, Sung-Kyun
    • Journal of the Korea Society of Computer and Information
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    • v.16 no.3
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    • pp.89-97
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    • 2011
  • In semantic web information system like ontology that access distributed information from network, efficient query processing requires an advanced caching mechanism to reduce the query response time. P2P network system have become an important infra structure in web environment. In P2P network system, when the query is initiated, reducing the demand of data transformation to source peer is important aspect of efficient query processing. Caching of query and query result takes a particular advantage by adding or removing a query term. Many of the answers may already be cached and can be delivered to the user right away. In web environment, semantic caching method has been proposed which manages the cache as a collection of semantic regions. In this paper, we propose the semantic caching technique in cluster environment of peers. Especially, using schema data filtering technique and schema similarity cache replacement method, we enhanced the query processing efficiency.