An axiomatic basis for computer programming
Communications of the ACM
Initial Report on A LISP Programmer''s Apprentice
Initial Report on A LISP Programmer''s Apprentice
Qualitative Knowledge, Causal Reasoning, and the Localization of Failures
Qualitative Knowledge, Causal Reasoning, and the Localization of Failures
Automatic construction of algorithms and data structures using a knowledge base of programming rules.
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We propose a recognition model for a Program Understanding system based on a top-down control structure that begins from a given high level plan and attempts to refine and decompose the plan until it can be matched against actual code. We introduce the notion of "distinctive features" and "beacons" which help guide the recognition process and are based on a set of functional program "templates". Additional mechansims are proposed to recover from situations in which the primary top-down approach fails.