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Human expert thinking
Arguments for and against emulation
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approaches to emulation Artificial Intelligence backward chaining behaviour Chapter Chase and Ericsson chess Clancey clinical cognitive emulation cognitive modelling cognitive processes cognitive psychology cognitive research cognitive science complex concepts connectionist Coombs and Alty diagnostic domain expert domain knowledge e.g. Anderson elicitation techniques emulate human emulation approach emulation principle emulation strategy episodic memory etal example expert cognition expert performance expert system design expert thinking expert-level performance expertise explicit formal methods Hayes-Roth heuristic human cognition human expert human information processing human thinking hypotheses implementation individual experts inference inferencing knowledge acquisition knowledge base knowledge elicitation knowledge engineering knowledge representation Larkin ledge long-term memory mental models modular MYCIN NEOMYCIN novices particular domain pattern problem solving procedures production rules production systems reasoning strategies represented require Section semantic semantic memory Shortliffe simulation skill solution strategy of cognitive structure system architecture task theory types of knowledge uncertainty user modelling user's Welbank