- Apply for Authority
- P-ISSN1598-1487
- E-ISSN2671-7247
An Experimental Study on the Automatic Interlinking of Meaning for the LOD Construction of Record Information
- Downloaded
- Viewed
Abstract
In a new technological environment such as big data and AI, LOD will link record information resources with various data from both inside and outside. At the heart of this connection is the interlinking technology, and interlinked LOD will realize the opening of record information as the highest level of open data. Given the ever-increasing amount of records, automation through interlinking algorithms is essential in building LODs. Therefore, this paper analyzed the structure of record information interlinking with the external data and characteristics of the record information to be considered when interconnecting. After collecting samples from the CAMS data of the National Archives, we constructed a record information's LOD. After that, we conducted a test bed that automatically interlinks the personal information of the record metadata with DBPedia. This confirms the automatic interlinking process and the performance and accuracy of the automation technology. Through the implications of the testbed, we have identified the considerations of the record information resources of the LOD interlinking process.
- keywords
- Records Information Service, Semantic Web, archival ontology, Record in Context, automatic interlinking, SILK, archival access point, 기록정보서비스, 시맨틱 웹, 기록 온톨로지, Record in Context, 상호연결 자동화, SILK, 기록 접근점
Reference
김용겸. (2014). 시맨틱 웹의 주요 응용사례와 발전방향. 동중앙아시아연구(구 한몽경상연구), 25(3), 65-86.
박옥남. (2012). 기록물 전거통제 기반 Linked Data 구축에 대한 연구. 한국비블리아학회지, 23(2), 5-25.
박지영. (2016). 차세대 기록물 기술표준에 관한 연구 - ICA EGAD의 Record In Context를 중심으로 -. 한국기록관리학회지, 16(1), 223-245. http://dx.doi.org/10.14404/JKSARM.2016.16.1.223.
박지영. (2017). ISAD(G)에서 RiC-CM으로의 전환에 관한 연구. 한국기록관리학회지, 17(1), 93-115. http://dx.doi.org/10.14404/JKSARM.2017.17.1.093.
윤소영. (2013). 공공데이터 활용을 위한 링크드 데이터 국가 연계체계 구축에 관한 연구. 정보관리학회지, 30(1), 259-284. http://dx.doi.org/10.3743/KOSIM.2013.30.1.259.
이경욱. (2015). LOD InterLinking. https://www.slideshare.net/ssuser6e1ce5/interlinking-lod.
이성숙. (2017). 링크드 데이터에서 인물 정보의 식별 및 연계 범위 확장에 관한 연구: 국립중앙도서관 링크드 데이터를 중심으로. 정보관리학회지, 34(3), 7-21. http://dx.doi.org/10.3743/KOSIM.2017.34.3.007.
이유빈. (2017). 온톨로지 기반의 기록물 검색 시스템을 위한 인터페이스 제안. 한국기록관리학회지, 17(1), 217-244. http://dx.doi.org/10.14404/JKSARM.2017.17.1.217.
하승록. (2017). 오픈소스 도구를 이용한 기록정보 링크드 오픈 데이터 구축 절차 연구. 정보관리학회지, 34(1), 341-371. http://dx.doi.org/10.3743/KOSIM.2017.34.1.341.
한국정보화진흥원 지식자원활용부. (2015). 알기 쉬운 Linked Open Data:한국정보화진흥원.
Auer, S.. (2014). Linked Open Data - Creating Knowledge Out of Interlinked Data: Results of the LOD2 Project (Vol. 8661):Springer.
Auer, S.. (2012). Managing the life-cycle of linked data with the LOD2 stack (1-16). International semantic Web conference. Springer.
Berners-Lee, T.. (2001). The semantic web. Scientific american, 284(5), 28-37.
European Commission. (2015). Creating Value throught Open Data: Study on the Impact of Re-use of Public Data Resources:Publications Office of the European Union.
Euzenat, J.. (2011). Dataset interlinking module. https://hal.archives-ouvertes.fr/file/index/docid/793433/filename/datalift-421.pdf.
Gracy, K. F.. (2015). Archival description and linked data: A preliminary study of opportunities and implementation challenges. Archival Science, 15(3), 239-294.
Heath, T.. (2011). Linked data: Evolving the Web into a global data space:Morgan & Claypool.
ICA/EGAD. Record In Contexts(RiC) An Archival Desription Draft Standard. 2016 ICA Congress. https://www.ica.org/sites/default/files/session-7.8-ica-egad-ric-congress2016.pdf.
ICA/EGAD. Record In Contexts: A Conceptual Model For Archival Description. Consultation Draft v.0.1.
Isele, R.. (2011). Link Generation for the Data Web. http://www.wiwiss.fu-berlin.de/en/fachbereich/bwl/pwo/bizer/research/publications/Isele-LinkGeneration-ISSLOD2011.pdf.
Isele, R.. (2013). Learning Expressive Linkage Rules for Entity Matching using Genetic Programming.
Schaible, J.. Discovering links for metadata enrichment on computer science papers.
Singh, R.. (2011). Graphical user interface for silk-a link discovery framework for the web of data.
- Downloaded
- Viewed
- 0KCI Citations
- 0WOS Citations