DIGITAL.CSIC (Spanish National Research Council (CSIC)) · 1990 · 477 citations · 17 references
ManagementComputer ScienceKnowledge ManagementArtificial IntelligenceKnowledge ArchitectureKnowledge RepresentationExpert ModelingExpert SystemsExpertise DevelopmentExpertise RepresentationKnowledge ElicitationBackground Knowledge UseExpert Knowledge ModelingExpert Systems Knowledge AcquisitionExpertise FormationExpertise ModelingExpertise ReasoningKnowledge Elicitation From ExpertsKnowledge-based Expert Systems
This article discusses frameworks for studying expertise at the knowledge level and knowledge-use level. It reviews existing approaches such as inference structures, the distinction between deep and surface knowledge, problem-solving methods, and generic tasks. A new synthesis is put forward in the form of a componential framework that stresses modularity and an analysis of the pragmatic constraints on the task. The analysis of a rule from an existing expert system (the Dipmeter Advisor) is used to illustrate the framework.
17
Allen Newell · Artificial Intelligence · 1982 · 2.5K citations
Craig Stanfill, David L. Waltz · Communications of the ACM · 1986 · 1.2K citations
Diagnostic reasoning based on structure and behavior
Randall Davis · Artificial Intelligence · 1984 · 975 citations · Full text
R1: A rule-based configurer of computer systems
John McDermott · Artificial Intelligence · 1982 · 943 citations