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Mining for Program Structure

Journal of Software Engineering and Knowledge Engineering

to appear

Renee J. Miller and Ashish Gujarathi

Abstract

We report the first in a series of experiments from the Assay project that is designed to tap the wealth of information hidden in existing program analysis data. We make use of statement definition-use data along with variable typing information to learn about the structure of legacy code. Using concept analysis, we develop an interactive knowledge discovery framework into which different types of analysis data can be integrated. We present some case studies conducted using a tool build on top of a large warehouse of program analysis data.


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