An integrated approach of rule-based and case-based reasoning for decision support
作者： Robert H. Chi , Melody Y. Kiang
关键词:
摘要: Rule-based reasoning and Case-based have both been applied to a diversified collection of problems with some success. However, each approach has its own strengths weaknesses. For instance, case-based using past experiences as problem solving tools, is limited solve which match the old cases stored in knowledge base Decision Support System, while rule-based approach, from well constructed domain theory, difficulty where no general rules or regularities can be concluded examples.
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sci-hub.se 参考文章(12)
Edward H. Shortliffe, Bruce G. Buchanan, Rule Based Expert Systems: The Mycin Experiments of the Stanford Heuristic Programming Project (The Addison-Wesley series in artificial intelligence) ,(1984)
Benjamin Kuipers, J. M. Crawford, Towards a theory of access-limited logic for knowledge representation principles of knowledge representation and reasoning. pp. 67- 78 ,(1989)
Kristian J. Hammond, CHEF: a model of case-based planning national conference on artificial intelligence. pp. 267- 271 ,(1986)
Phyllis Koton, Melissa P. Chase, Knowledge Representation in a Case-Based Reasoning System: Defaults and Exceptions. principles of knowledge representation and reasoning. pp. 203- 211 ,(1989)
Phyllis Koton, Reasoning about evidence in causal explanations national conference on artificial intelligence. pp. 256- 261 ,(1988)
JANET L. KOLODNER, Extending Problem Solver Capabilities Through Case-Based Inference Proceedings of the Fourth International Workshop on MACHINE LEARNING#R##N#June 22–25, 1987 University of California, Irvine. pp. 167- 178 ,(1987) , 10.1016/B978-0-934613-41-5.50021-0
Ivan Bratko, Prolog Programming for Artificial Intelligence ,(1986)
Roger C. Schank, Christopher K. Riesbeck, Inside Case-Based Reasoning ,(1989)
Phyllis Koton, Melissa P. Chase, Knowledge representation in a case-based reasoning system: defaults principles of knowledge representation and reasoning. pp. 203- 211 ,(1989)
Janet L. Kolodner, Robert L. Simpson, The MEDIATOR: Analysis of an early case-based problem solver Cognitive Science. ,vol. 13, pp. 507- 549 ,(1989) , 10.1207/S15516709COG1304_2