using traditional methods flow charts statistical pattern matching probability theory formal introduction later developments previous situation gradually led development expert systems used knowledge based approaches expert systems medicine mycin expert system internist expert system later middle caduceus expert systems formally introduced around stanford heuristic programming project led edward feigenbaum sometimes termed father expert systems key early contributors bruce buchanan randall davis stanford researchers tried
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