A Comparative Analysis of the Relevance Weighted Boolean Model and the P-NORM Model: An Improvement on the Boolean Retrieval

적합성 가중치 검색 및 P-NORM 검색에 관한 연구 -불 논리 검색의 개선을 중심으로-

  • Published : 1994.06.01

Abstract

To evaluate the retrieval effectiveness of the B03lean Request Conversion Mod4 the Relevance Weighted Boolean Model, and the P-NORM Model, the present study has been done with expenmental tests. It is proven that the Relevance Weighted Bdean Model is more effective in precision and the document output ranks than the other ones. The expenmental results indmte a promisii application of relevance mformation and weigh- schemes.

본 연구에서는 검색실험을 통하여 질문 변환에 의한 불 논리 검색, 적합성 가중치 검색, P-NORM 검색에 대해 평가하였다. 적합성 가중치 검색은 질문 변환에 의한 불 논리 검색 및 P-NORM 검색보다 정확률과 검색순위에 있어 효과적이었다. 정보 탐색과정에서 적합성 정보의 이용수준과 용어에 대한 가중치방법은 검색성능에 영향을 주는 것으로 밝혀졌다.

Keywords

References

  1. 한남대학교 인문과학 논문집 v.21 우리나라 온라인 탐색자의 탐색형태와 탐색전략 개발에 관한 연구 노정순
  2. 정보 검색론 정영미
  3. Library Quarterly v.46 General Mathematical Model for Information Retrieval System Bookstein,A.;W.S.Cooper
  4. JASIS v.29 On the Perils of Merging Boolean and Weighted Retrieval Systems Bookstein,A.
  5. JASIS v.32 A Comparison of Two Weighting Schemes for Boolean Retrieval Bookstein,A.
  6. IPM v.17 A General Model of Query Processing in Information Retrieval Buell,D.A.
  7. JASIS v.37 Boolean Queries and Term Dependencies Croft,W.B.
  8. IPM v.24 Getting Beyond Boole Cooper,W.S.
  9. JD v.35 Using Probabilistic Models of Document Retrieval Without Relevance Information Croft,W.B.;D.J.Harper
  10. IPM v.19 A Prevalence Formula for Automatic Relevance Feedback in Boolean Systems Dillon,M.;J.Ulmschneider;J.Desper
  11. IPM v.24 Practical Enhanced Boolean Retrieval: Experiences with the SMART and the SIRE Systems Fox,E.A.;M.B.Koll
  12. JD v.34 An Evaluation of Feedback in Document Retrieval Using Co-occurrence Data Harper,D.J.;C.J.van Rijsbergen
  13. Online Information Retrieval: Concepts, Principles, and Techniques Harter,S.P.
  14. JASIS v.29 Evaluation of Information Retrieval Systems: A Decision Theory Approach Kraft,D.H.;A.Bookstein
  15. JD v.49 Information Retrieval Based on Conceptual Distance in Is-a Hierarchies Lee,J.H.;M.H.Kim;Y.J.Lee
  16. JASIS v.27 Knowledge and Information Spaces: Implications for Retrieval Systems McGill,M.J.
  17. JD v.27 Probabilistic Search Strategy for MEDLARS Miller,W.L.
  18. Information Retrieval Research A Performance Evaluation of Similarity Measures, Document Term Weighting Schemes and Representation in a Boolean Environment Noreault,T.;M.McGill;M.Koll;R.N.Oddy(et al.)(ed.)
  19. JASIS v.40 Ranking Documents with a Thesaurus Rada,R.;E.Bicknell
  20. JASIS v.33 A Probabilistic Approach to Information Retrieval in Systems with Boolean Search Request Formulations Radecki,T.
  21. IPM v.24 Probabilistic Methods for Ranking Output Documents in Conventional Boolean Retrieval Systems Radecki,T.
  22. Unpublished Ph.D. dissertation, Indiana University An Evaluation of the Applicability of Ranking Algorithms Improving the Effectiveness of Full Text Retrieval Ro,J.S.
  23. JASIS v.27 Relevance Weighting of Search Terms Robertson,S.E.;K.Sparck Jones
  24. JD v.33 Theories and Models in Information Retrieval Robertson,S.E.
  25. JD v.33 The Probabilistic Ranking Principle in IR Robertson,S.E.
  26. Information Retrieval Research Probabilistic Models of Indexing and Searching Robertson,S.E.;C.J.van Rijsbergen;M.F.Porter;R.N.Oddy(et al.)(ed.)
  27. JD v.46 On Term Selection For Query Expansion Robertson,S.E.
  28. IPM v.12 Automatic Indexing Using Term Discrimination and the Term Precision Measurements Salton,G.;A.Wong;C.T.Yu
  29. CACM v.26 Extended Boolean Information Retrieval Salton,G.;E.A.Fox;H.Wu
  30. JASIS v.34 Automatic Query Formulations in Information Retrieval Salton,G.;C.Buckley;E.A.Fox
  31. Automatic Text Processing: The Transformation, Analysis, and Retrieval of Information by Computer Salton,G.
  32. IPM v.24 Term-Weighting Approaches in Automatic Text Retrieval Salton,G.;C.Buckley
  33. JASIS v.41 Improving Retrieval Performance by Relevance Feedback Salton,G.;C.Buckley
  34. IPM v.28 The State of Retrieval System Evaluation Salton,G.
  35. JD v.35 Search Term Relevance Weighting Given Little Relevance Information Sparck-Johnes,K.
  36. IPM v.15 Experiments in Relevance Weighting of Search Terms Sparck-Johnes,K.
  37. JD v.33 A Theoretical Basis for the Use of Co-occurrence Data in Information Retrieval van Rijsbergen,C.J.
  38. Information Retrieval(2nd ed.) van Rijsbergen,C.J.
  39. IPM v.17 The Selection of Good Search Terms van Rijsbergen,C.J.;D.J.Harper;M.F.Porter