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Program Inference from Traces using Multiple Knowledge Sources

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Proceedings of the Fifth International Joint Conference on Artificial Intelligence. Specialized Systems. Pages 812--1.

Abstract

This paper presents an overview of a framework for the synthesis of high-level program descriptions from traces and example pairs in an automatic programming system. The framework is described in terms of a methodology and a rule base for generating control and data structure specifications for the program to be synthesized, in a format suitable for transformation into program code in a given target language.

J. V. Phillips. 1977. Program Inference from Traces using Multiple Knowledge Sources. In Proceedings of the Fifth International Joint Conference on Artificial Intelligence, IJCAI-77. IJCAI, 812–-1. https://ijcai.org/proceedings/1977/193
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