BULNER: BUg Localization with word embeddings and NEtwork Regularization

Jacson Rodrigues Barbosa, Ricardo Marcondes Marcacini, Ricardo Britto, Soares, Frederico, Solange Oliveira Rezende, Auri Marcelo Rizzo Vincenzi, Márcio Eduardo Delamaro · arXiv (Cornell University) · 2019

Bug localization (BL) from the bug report is the strategic activity of the software maintaining process. Because BL is a costly and tedious activity, BL techniques information retrieval-based and machine learning-based could aid software engineers. We propose a method for BUg Localization with word embeddings and Network Regularization (BULNER). The preliminary results suggest that BULNER has better performance than two state-of-the-art methods.

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