통계 전문가 시스템에 관한 문헌 연구

A bibliography of statistical expert systems

  • 염봉진 (한국과학기술원 산업공학과) ;
  • 최경미 (KTA 사업지원단) ;
  • 김준하 (한국과학기술원 산업공학과) ;
  • 김영준 (한국생산성본부 기술지도부)
  • 발행 : 1989.09.01

초록

통계 전문가 시스템(Statistical Expert System, SES) 또는 Knowledge-Based Statistical Consulation System은 "통계적 방법에 의한 연구 과정(계획,자료수집,분석,결과해석 등)에서 발생하는 문제를 효과적,효율적으로 해결하기 위해 통계 전문가 또는 통계 상담자의 경험과 지식을 내장하여 이를 처리할 수 있도록 설계된 전산 시스템"으로 정의할 수 있을 것이다.SES를 구축함으로써 기대되는 효과는 1.초보사용자의 통계기법 오용을 방지하고, 2.기존 통계 software가 지니지 못한 탐색 및 설명기능, 결과해석기능 등을 제공하며, 3.사용자(초보자 및 전문가)에게 교육 및 통계전략에 대한 실험 환경을 제공하고, 4.전문가로 하여금 일상적이고 기계적인 업무로부터 벗어나 좀 더 기본적인 문제 해결에 전념할 수 있도록 보조적인 역할을 수행하는 것 등이다.행하는 것 등이다.

키워드

참고문헌

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  35. Gale(1986a) Representing statistical computations : Toward a deeper understanding Ellman,T.
  36. Paper presented at the Annual Meetings of the ASA Using expert systems for developing statistical strategy Gale,W.A.
  37. Proceedings of the 4th International Symposium on Data Analysis and Informatics Knowledge representation in data analysis Gale,W.A.
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  47. Proceedings of the ASA Statistical Computing Section Strategies in experimental design(with discussion) Johnson,P.E.;Meyer,R.K.;Nachtsheim,C.J.;Zualkernan,I.A.
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  54. Haux(1986) Computer support for the design and analysis of survey samples Schach,S.
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  58. Haux(1986) Generating and testing statistical hypothesis : Strategies for knowledge engineering Wittkowski,K.M.
  59. Proceedings of the 18th Symposium on the Interface of Computer Science and Statistics An expert system for testing statistical hypotheses Wittkowski
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  68. A guide for selecting statistical techniques for analying social science data Andrew,F.M.;Klem,L.;davidson,T.N.;O'Malley,O.M.;Rodgers,W.L.
  69. COMSTAT 86 MUSE : An expert system in statistics Dambroise,E.;Massotte,P.
  70. COMSTAT 86 Knowledge base supported analysis of longitudinal data Froeschl,K.A.;Grossmann,W.
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  72. Proceedings of the 14th Symposium on the Interface of Computer Science and Statistics An expert system for regression analysis Gale,W.A.;Pregibon,D.
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  89. COMSTAT 86 Express-An expert system utilizing standard statistical package Carlson,F.;Heuch,I.
  90. COMSTAT 86 Building expert systems with the help of existing statistical doftware : An example Darius,P.L.
  91. COMSTAT 84 QUESTOR : A conversational preprocessor to BMDP Kuik,D.J.
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  98. Proceedings of the Statistical Computing
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  100. COMSTAT, Proceeding of Computational Statistics
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  102. Rule-Based Expert Systems : The MyCIN Experiments of the Stanford Heuristic Programming Project Buchanan,B.G.;Shortliffe,E.H.
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