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Volumn 4, Issue 2, 1993, Pages 111-140

Inductive expert system design: Maximizing system value

Author keywords

Economic expert system design; Economics of machine learning; Inductive expert systems; Information costs and benefits

Indexed keywords

COST BENEFIT ANALYSIS; COSTS; LEARNING SYSTEMS; MERGERS AND ACQUISITIONS; SYSTEMS ANALYSIS;

EID: 0003136714     PISSN: 10477047     EISSN: 15265536     Source Type: Journal    
DOI: 10.1287/isre.4.2.111     Document Type: Article
Times cited : (37)

References (40)
  • 6
    • 0027540894 scopus 로고
    • Expert system design: Minimizing information acquisition costs
    • - and - "Expert System Design: Minimizing Information Acquisition Costs," Decision Support Systems. 9, 2 ( 1993), 161-181
    • (1993) Decision Support Systems , vol.9 , Issue.2 , pp. 161-181
  • 10
    • 0001815269 scopus 로고
    • Construction of optimal binary decision trees is NP-complete
    • Hyafil, L. and R. Rivest, "Construction of Optimal Binary Decision Trees Is NP-complete," Information Processing Letters, 5, 1 (1976), 15-17
    • (1976) Information Processing Letters , vol.5 , Issue.1 , pp. 15-17
    • Hyafil, L.1    Rivest, R.2
  • 11
    • 0024053372 scopus 로고
    • Artificial intelligence and the management science practitioner. Rational choice and artificial intelligence
    • Jacob, V. S., J. C. Moore and A. B. Whinston, "Artificial Intelligence and the Management Science Practitioner. Rational Choice and Artificial Intelligence," Interfaces, 18, 4 ( 1988), 24-35
    • (1988) Interfaces , vol.18 , Issue.4 , pp. 24-35
    • Jacob, V.S.1    Moore, J.C.2    Whinston, A.B.3
  • 12
    • 0024665370 scopus 로고
    • An analysis of human and computer decision-making capabilities
    • - and - "An Analysis of Human and Computer Decision-Making Capabilities," Information &Management, 6, 5 (1989), 247-255
    • (1989) Information & Management , vol.6 , Issue.5 , pp. 247-255
  • 13
    • 44049117494 scopus 로고
    • Design of interactive systems: A formal approach
    • - and - "Design of Interactive Systems: A Formal Approach," International Journal of Man-Machine Studies, 37 ( 1992), 23-46
    • (1992) International Journal of Man-Machine Studies , vol.37 , pp. 23-46
  • 14
    • 0003563503 scopus 로고
    • Experiments in automatic learning of medical diagnostic rules
    • Jozef Stefan Institute, Ljubljiana, Yugoslavia
    • Kononenko, I., I. Bratko and E. Roskar, "Experiments in Automatic Learning of Medical Diagnostic Rules," Technical Report, Jozef Stefan Institute, Ljubljiana, Yugoslavia, 1984
    • (1984) Technical Report
    • Kononenko, I.1    Bratko, I.2    Roskar, E.3
  • 15
    • 0026483979 scopus 로고
    • A composite approach to inducing knowledge for expert system design
    • Liang, T., "A Composite Approach to Inducing Knowledge for Expert System Design," Management Science, 38, 1 (1992), 1-17
    • (1992) Management Science , vol.38 , Issue.1 , pp. 1-17
    • Liang, T.1
  • 17
    • 0002944481 scopus 로고
    • Inducing rules for expert systems development: An example using default and bankruptcy data
    • Messier, W. and J. Hansen, "Inducing Rules for Expert Systems Development: An Example Using Default and Bankruptcy Data," Management Science, 24, 12 (1988), 1403-1415
    • (1988) Management Science , vol.24 , Issue.12 , pp. 1403-1415
    • Messier, W.1    Hansen, J.2
  • 18
    • 0002602497 scopus 로고
    • Understanding the nature of learning
    • R. Michalski, J. G. Carbonell and T. M. Mitchell, (Eds) Morgan Kaufmann Inc., CA
    • Michalski, R., "Understanding the Nature of Learning," in R. Michalski, J. G. Carbonell and T. M. Mitchell, (Eds.), Machine Learning: An Artificial Intelligence Approach, Vol.2, Morgan Kaufmann Inc., CA, 1986, 3-25
    • (1986) Machine Learning: An Artificial Intelligence Approach , vol.2 , pp. 3-25
    • Michalski, R.1
  • 19
    • 0345473214 scopus 로고
    • Inductive rule generation in the context of the fifth generation
    • University of Illinois at Urbana-Champaign
    • Michie, D., "Inductive Rule Generation in the Context of the Fifth Generation," Proceedings of the Second International Machine Learning Workshop, University of Illinois at Urbana-Champaign, 1983
    • (1983) Proceedings of the Second International Machine Learning Workshop
    • Michie, D.1
  • 20
    • 59149107203 scopus 로고
    • Inducing rules for expert systems-statistical aspects
    • Mingers, J., "Inducing Rules for Expert Systems - Statistical Aspects," The Professional Statistician, 5 (1986), 19-24
    • (1986) The Professional Statistician , vol.5 , pp. 19-24
    • Mingers, J.1
  • 21
    • 0023108498 scopus 로고
    • Expert systems-rule induction with statistical data
    • - "Expert Systems - Rule Induction with Statistical Data," Journal of the Operational Research Society, 38 (1987), 39-117
    • (1987) Journal of the Operational Research Society , vol.38 , pp. 39-117
  • 22
    • 34249966833 scopus 로고
    • An empirical comparison of selection measures for decision-tree induction
    • - "An Empirical Comparison of Selection Measures for Decision-Tree Induction," Machine Learning, 3 (1989), 319-342.
    • (1989) Machine Learning , vol.3 , pp. 319-342
  • 23
    • 0039271807 scopus 로고
    • Information processing for a finite resource allocation mechanism
    • Krannert Graduate School of Management, Purdue University
    • - R. Rao and A. B. Whinston, "Information Processing for a Finite Resource Allocation Mechanism," CMME Working Paper Series, No. 92-9-1, Krannert Graduate School of Management, Purdue University, 1992.
    • (1992) CMME Working Paper Series, No. 92-9-1
    • Rao, R.1    Whinston, A.B.2
  • 24
    • 0025491711 scopus 로고
    • A decision-theoretic approach to information retrieval
    • - W. Richmond and A. B. Whinston, "A Decision-Theoretic Approach to Information Retrieval," ACM Transactions on Database Systems, 15, 3 (1990), 311-340
    • (1990) ACM Transactions on Database Systems , vol.15 , Issue.3 , pp. 311-340
    • Richmond, W.1    Whinston, A.B.2
  • 25
    • 46149127922 scopus 로고
    • A model of decision-making with sequential information acquisition - Part I
    • Moore, J. C. and A. B. Whinston, "A Model of Decision-Making with Sequential Information Acquisition - Part I," Decision Support Systems, 2,4 (1986), 285-307
    • (1986) Decision Support Systems , vol.2 , Issue.4 , pp. 285-307
    • Moore, J.C.1    Whinston, A.B.2
  • 26
    • 45949123986 scopus 로고
    • A model of decision-making with sequential information acquisition - Part II
    • - and - , "A Model of Decision-Making with Sequential Information Acquisition - Part II," Decision Support Systems, 3, 1 (1987), 47-72
    • (1987) Decision Support Systems , vol.3 , Issue.1 , pp. 47-72
  • 28
    • 1342276747 scopus 로고
    • Intelligent Terminals Ltd., Edinburgh, UK and Champaign, IL
    • - and A. Patterson, ACLS Manual, Intelligent Terminals Ltd., Edinburgh, UK and Champaign, IL, 1982
    • (1982) ACLS Manual
    • Patterson, A.1
  • 31
    • 0002442571 scopus 로고
    • Discovering rules by induction from large collections of examples
    • D. Michie (Ed), Edinburgh University Press
    • Quinlan, J., "Discovering Rules by Induction from Large Collections of Examples," in D. Michie (Ed.), Expert Systems in the Micro Electronic Age, Edinburgh University Press, 1979
    • (1979) Expert Systems in the Micro Electronic Age
    • Quinlan, J.1
  • 32
    • 32844465784 scopus 로고
    • Learning efficient classification procedures and their application to chess endgames
    • Michalski, R., J. G. Carbonell and T. M. Mitchell (Eds), Tioga Publishing Company, Palo Alto
    • - "Learning Efficient Classification Procedures and Their Application to Chess Endgames," in Michalski, R., J. G. Carbonell and T. M. Mitchell (Eds.), Machine Learning: An Artificial Intelligence Approach, Tioga Publishing Company, Palo Alto, 1983
    • (1983) Machine Learning: An Artificial Intelligence Approach
  • 33
    • 33744584654 scopus 로고
    • Induction of decision trees
    • - , "Induction of Decision Trees," Machine Learning, 1 (1986), 81-106
    • (1986) Machine Learning , vol.1 , pp. 81-106
  • 35
    • 0004796218 scopus 로고
    • Induction, knowledge and expert systems
    • J. S. Gero and R. Stanton (Eds), Elsevier Science Publishers, North-Holland
    • -, "Induction, Knowledge and Expert Systems," in J. S. Gero and R. Stanton (Eds.), Artificial Intelligence Developments and Applications, Elsevier Science Publishers, North-Holland, 1988
    • (1988) Artificial Intelligence Developments and Applications
  • 37
    • 0003455515 scopus 로고
    • Turing Institute Press (in association with Addison Wesley Publishing Company), New York
    • Shapiro, A., Structured Induction in Expert Systems, Turing Institute Press (in association with Addison Wesley Publishing Company), New York, 1987
    • (1987) Structured Induction in Expert Systems
    • Shapiro, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.