基于路径的函数嵌入

Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings Pub Date : 2018-05-27 DOI:10.1145/3183440.3195042

Daniel DeFreez, Aditya V. Thakur, Cindy Rubio-González

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引用次数: 6

摘要

识别程序元素(如函数)之间的关系，对于程序理解、调试和分析非常有用。我们提出了func2vec，这是一种算法，它使用静态跟踪将函数嵌入到向量空间中，使相关函数紧密相连，即使它们在语义和语法上不相似。我们介绍了一些有助于程序理解的func2vec的应用。

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Path-based function embeddings

Identifying relationships among program elements, such as functions, is useful for program understanding, debugging, and analysis. We present func2vec, an algorithm that uses static traces to embed functions in a vector space such that related functions are close together, even if they are semantically and syntactically dissimilar. We present applications of func2vec that aid program comprehension.

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Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings

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