A Study of Personalized Retrieval System through Society of Korean Journal Articles of Science and Technology

개인화 검색시스템에 관한 연구 - 과학기술학회마을을 중심으로 -

  • 김광영 (한국과학기술정보연구원 정보기술연구실) ;
  • 곽승진 (충남대학교 사회과학대학 문헌정보학과)
  • Received : 2010.02.26
  • Accepted : 2010.03.26
  • Published : 2010.03.30


In this research, we analyze about the general service provided by Society of Korean journal articles of science and technology. Personalized retrieval services which are suitable to the articles service were developed based on this. That is, there are personalized retrieval system based on user's keyword, authors navigation system, automatic topic recommendation system based on author's keyword, and similar user automatic recommendation system. In this research, personalized service methods being suitable to the articles service of Society tries to be considered through the user survey.


  1. 김광영, 심강섭, 곽승진, "분류와 사용자 질의어 정보에 기반한 개인화 검색시스템," 한국문헌정보학회지, 제43권, 제3호(2009. 9), pp.163-180.
  2. 이승화, 최형기, 이은석, "사용자 기기에서 이용한 웹 데이터 분석을 통한 사용자 취향 분석 방법," 정보과학회논문지, 제15권, 제3호(2009. 3), pp.189-199.
  3. 과학기술학회마을 홈페이지, [인용 2010. 2. 17].
  4. Shahabi, Cyrus and Yi-Shin Chen, "Web Information Personalization : Challenges and Approaches," Proceedings of 3rd Workshop on Databases in Networked Information System, (2003), pp.5-15.
  5. 이소영, 정영미, "웹 포털 이용자 로그 데이터에 기반한 개인화 검색서비스 모형의 설계 및 평가," 정보관리학회지, 제23권, 제4호(2006. 12), pp.179-196.
  6. Jeh, G. and J. Widom, "Scaling Personalized Web Search," Proceedings of the 12th International World Wide Web Conference, (2003), pp.271-279.
  7. Glover, E. J. et a1., "Web Search - Your Way," Communications of the ACM, Vol.44, No.12(2000), pp.97-102.
  8. Bonnet, Monica. "Personalization of Web Services : Opportunities and Challenages," Ariadne, Issue 28, [cited 2010. 02. 17].
  9. 박건우, 이상훈, "질의어 패턴 자동분석을 통한 커뮤니티 기반 개인화 검색," 정보과학회논문지, 제36권, 제4호 (2009. 8), pp.321-326.
  10. G. Linden, B. Smith and J. York, "Amazon.com Recommendations Item-to-Item Collaborative Filtering," IEEE Internet Computing, (January/February 2003), pp.76-80.
  11. Filip Radlinski, Susan Dumais, "Improving Personalized Wes Search using Result Diversification," Proceedings of the 29th annual international ACM SIGIR, (2006), pp.691-692.
  12. Ahu Sieg, Bamshad Mobasher and Robin Burke, "Web Search Personalization with Ontological User Profiles,"Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, (2007), pp.525-534.
  13. J. Trajkova and S. Gauch, "Improving ontology-based user profiles," Proceedings of the Recherched' Information Assistear Ordinateur, RIAO, (2004), pp.380-389.
  14. Open Directory Project Home page, [cited 2010. 02. 09].
  15. P. A. Chirita, W. Nejdl, R. Paiu, and C. Kohlschutter, "Using ODP metadata to personalize search," Proceedings of the 28th Annual International ACMSIGIR Conference on Research and Development in Information Retrieval, SIGIR, (2005), pp.178-185.
  16. C. Ziegler, K. Simon, and G. Lausen, "Automatic computation of semantic proximity using taxonomic knowledge," Proceedings of the15th ACM International Conference on Information and Knowledge Management, CIKM, (2006), pp.465-474.
  17. G. Jeh and J. Widom, "Scaling personalized web Search," Proceedings of the12th international conference on World Wide Web, (2003), pp.271-279.