DOI QR코드

DOI QR Code

Design and Evaluation of an Individual Instance-based Ontology Retrieval System for Archival Records of the "Saemaul Movement"

새마을운동 기록물의 개체기반 온톨로지 검색시스템 설계 및 평가

  • 이병길 (경북대학교 대학원 기록학과) ;
  • 김희섭 (경북대학교 문헌정보학과)
  • Received : 2013.11.18
  • Accepted : 2013.12.23
  • Published : 2013.12.30

Abstract

The purpose of this study is to design and evaluate an individual instance-based ontology retrieval system for archival records of the "Saemaul Movement". We used Protege editor 4.1 to design an individual instance-based ontology. To evaluate the proposed ontology retrieval system, five short queries and ten narrative queries were used and compared their precision and recall against the NARA keyword-based retrieval system. The performance results showed that the individual-based ontology retrieval system outperformed the keyword-based retrieval system in terms of the measurement of precision and recall.

본 연구의 목적은 새마을운동 기록물을 위한 개체기반 온톨로지 검색시스템의 설계와 그 성능평가이다. 개체기반 온톨로지 설계를 위하여 Protege editor4.1을 사용하였고, 새롭게 구현된 검색시스템의 성능은 단문5개, 장문10개의 질의유형으로 기존 나라기록의 키워드 기반 검색시스템과 정확률과 재현율을 비교하여 분석하였다. 분석결과 개체기반 온톨로지 검색시스템이 정확률과 재현율 모두 키워드 기반 시스템보다 우수한 성능을 보였다.

Keywords

References

  1. 국가기록원. 기록관리 메타데이터 표준(v2.0), 대전: 국가기록원. (NAK. Records and Archives Management Metadata Standard, Version 2.0. NAK/S 8:2012(v2.0).Daejon: NAK.)
  2. 권창호. 2009. 토픽맵 기반의 기록정보 검색시스템 구축에 대한 연구. 기록학연구, 19, 57-102. (Kwon, C. H. 2009. "Construction of Record Retrieval System based on Topic Map." The Korean Journal of Archival Studies 19, 57-102.)
  3. 김규환. 2009. 학술논문의 시맨틱 검색을 위한 온톨로지 연구. 중앙대학교 문헌정보학과 박사학위논문. (Kim, K. H. 2009. A Study on Ontology for Semantic based Research-Paper Retrieval. Ph.D. thesis, Chung-Ang University.)
  4. 김상균, 장현철, 예상준, 한정민, 김진현, 김철, 송미영. 2009. 한국한의학연구 소셜 네트워크 온톨로지 구축. 한국콘텐츠학회, 9(12), 485-495. (Kim, S. K., Jang, H. C., Yeo, S. J., Han, J. M., Kim, J. H., & Song, M. Y. 2009. "Construction of Social Network Ontology in Korea Institute of Oriental Medicine." Journal of the Korea Contents Association 9(12), 485-495.)
  5. 김수경, 안기홍. 2007. 지능형 이미지 검색 시스템을 위한 추론 기반의 웹 온톨로지 구축. 한국정보관리학회지, 24(3), 119-147. (Kim, S. K., & Ahn, K. H. 2007. "An Implementation of Inference-based Web Ontology for Intelligent Image Retrieval System." Journal of the Korean Society for Information Management 24(3), 119-147.) https://doi.org/10.3743/KOSIM.2007.24.3.119
  6. 김용. 2012. 시멘틱 검색시스템 구축을 위한 요구사항 분석 및 설계에 관한 연구. 한국비블리아학회지, 23(1), 92-111. (Kim, Y. 2012. "A Study on Analysis of Requirements and Design of IR System for Semantic-Based Information Retrieval." Journal of the Korean Biblia Society For Library And Information Science 23(1), 91-111.)
  7. 박미성. 2009. INEX Book Search 트랙의 실험 고찰. 한국도서관.정보학회지, 40(4), 199-225. (Park, M. S. 2009. "Task Review of INEX Book Search Track." Journal of Korean Library and Information Science Society 40(4), 199-225.) https://doi.org/10.16981/kliss.40.4.200912.199
  8. 백승재. 2006. 문화유산정보의 온톨로지 기반 정보검색 시스템. 고려대학교 산업시스템정보공학과 정보시스템전공 석사학위논문. (Baek, S. J. 2006. Ontology-Based Information Retrieval for Cultural Assets Information. Master's thesis. Korea University.)
  9. 설문원. 2010. 기록 검색도구의 발전과 전망. 기록학연구, 23, 3-34. (Seol, M. W. 2010. "A Study on Development and Prospects of Archival Finding Aids." The Korean Journal of Archival Studies 23, 3-43.)
  10. 심현철. 2010. 온톨로지 기반 전자결재 검색 시스템 설계 및 구현. 서강대학교 정보통신대학원 소프트웨어공학전공 석사학위논문. (Sim, H. C. 2010. Design and Implementation of Electronic Approval Search System based on Ontology. Master's thesis. Sogang University.)
  11. 오삼균. 2004. 국가지식정보자원관리를 위한 시맨틱 웹 설계 및 정책 방향에 관한연구. 한국비블리아학회지, 15(1), 43-67. (Oh, S. G. 2004. "A Study of Designing Semantic Web and Policy Directions for National Knowledge and Information Management." Journal of the Korean Biblia Society For Library And Information Science 15(1), 43-67.)
  12. 오삼균. 2004. 온톨로지 언어의 비교 연구: W3C OWL과 ISO 토픽맵을 중심으로. 한국비블리아학회지, 15(2), 71-96. (Oh, S. G. 2004. "A Comparison of Ontology Languages: Focusing on W3C OWL and ISO Topic Maps." Journal of the Korean Biblia Society For Library And Information Science 15(2), 71-96.)
  13. 이정희, 김희섭. 2007. 대학 전자기록물을 위한 온톨로지 기반 검색시스템 설계 및 구현. 한국정보관리학회지, 24(3), 343-362. (Lee, J., & Kim, H. 2007. "A Design and Implementation of Ontology-Based Retrieval System for the Electronic Records of Universities." Journal of the Korean Society for Information Management 24(3), 343-362.) https://doi.org/10.3743/KOSIM.2007.24.3.343
  14. 장인호. 2011. 온톨로지 기반 법률 검색 시스템의 구축 및 이용 평가에 관한 연구. 한국문헌정보학회지, 45(2), 345-366. (Chang, I. 2011. "Developing and Evaluating an Ontology-Based Legal Retrieval System." Journal of the Korean Society for Library and Information Science 45(2), 345-366.)
  15. 한국정보문화진흥원. 2006. 국가지식정보 온톨로지 표준개발. [cited 2013.6.10.]. . (NIA. 2006. Standard Development of Korea Knowledge Portal Ontology. [cited 2013.6.10]. .)
  16. Berners-Lee, T. 1998. An Attempt to Give a High-level Plan of the Architecture of the Semantic WWW. [cited 2013.7.2] .
  17. Fu, Gaihau, Jones, Christopher B., & Abdelmoty, Alia I. 2005. "Ontology-based Spatial Query Expansion in Information Retrieval." Lecture Notes in Computer Science(3761), 1466-1482.
  18. Gruber, Thomas R. 1993. Knowledge Acquisition: A Translation Approach to Portable Ontology Specifications. Knowledge System Laboratory. [cited 2013.7.12]. .
  19. Hung, Chihli, Tsai, Chih-Fong, Hung, Shin-Yuan, & Ku, Chang-Jiang. 2012. "OGIR: an Ontologybased Grid Information Retrieval Framework." Online Information Review 36(6), 807-827. https://doi.org/10.1108/14684521211287909
  20. Kara, Soner, Alan, Ozgur, Sabuncu, Orkunt, Akpinar, Samet, Cicekli, Nihan K., & Alpaslan, Ferda N. 2012. "An Ontology-based Retrieval System Using Semantic Indexing." Information Systems 37(4), 294-305. https://doi.org/10.1016/j.is.2011.09.004
  21. Noy, Natalya F., & McGuinness, Deborah L. 2001. Ontology Development 101: A Guide to Creating Your First Ontology. Stanford Knowledge Systems Laboratory Technical Report KSL-01-05 and Stanford Medical Informatics Technical Report SMI-2001-0880.
  22. Shi, Lei, & Setchi, Rossitza. 2013. "Enhanced Semantic Representation for Improved Ontologybased Information Retrieval." International Journal of Knowledge Based Intelligent Engineering Systems 17(2), 127-136.
  23. Shirahama, Kimiaki, Matsuoka, Yuta, & Uehara, Kuniaki. 2012. "Event Retrieval in Video Archives Using Rough Set Theory and Partially Supervised Learning." Multimedia Tools and Applications 57(1), 145-173. https://doi.org/10.1007/s11042-011-0727-z
  24. Stenzer, Alexander, & Freitag, Burkhard. 2012. An Approach to Query Relaxation using Ontologies in a GIS-based Archiving System. Proceedings of the Third SIGSPATIAL International Workshop on GeoStreaming. New York, 1-10.
  25. Taduri, Siddharth, Lau, Gloria T., Law, Kincho H., & Kesan, Jay P. 2012. A Patent System Ontology for Facilitating Retrieval of Patent Related Information. Proceedings of the 6th International Conference on Theory and Practice of Electronic Governance, New York, 146-157.
  26. Trotman, Andrew, & Wang, Qiuyue. 2011 "Overview of the INEX 2010 Data Centric Track." Lecture Notes in Computer Science(6832), 171-181.
  27. Wimalaratne, Sarala M., Grenon, Pierre, Hoehndort, Robert, Gkoutos, Georgios V., & Bernard de Bono. 2012. "An Infrastructure for Ontology-based Information Systems in Biomedicine: RICORDO Case Study." Bioinformatics 28(3), 448-450. https://doi.org/10.1093/bioinformatics/btr662
  28. Zhu, Xinyan, Li, Ming, Guo, Wei, & Zhang, Xia. 2012. "Sematic-based User Demand Modeling for Remote Sensing Images Retrieval." IEEE International Geoscience and Remote Sensing Symposium 2012(9), 2902-2905.

Cited by

  1. A Study on the Improvement of Accessibility to Public Records: Based on the Construction of Subject Thesaurus for Presidential Archives vol.14, pp.4, 2014, https://doi.org/10.14404/JKSARM.2014.14.4.127