Changeset-based topic modeling of software repositories

CS Corley, K Damevski, NA Kraft - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The standard approach to applying text retrieval models to code repositories is to train
models on documents representing program elements. However, code changes lead to …

Modeling changeset topics for feature location

CS Corley, KL Kashuda, NA Kraft - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
Feature location is a program comprehension activity in which a developer inspects source
code to locate the classes or methods that implement a feature of interest. Many feature …

Characterizing individualized coding contributions of OSS developers from topic perspective

Z Wang, DE Perry, X Xu - International Journal of Software …, 2017 - World Scientific
Developers participating in an open source software (OSS) project make contributions to the
project at different levels and aspects. Their underlying technical interests, expertise, and …

[PDF][PDF] Detection of Syntax Similarity of Source Code using a Graph based Hybrid Technique

B Pathik, M Sharma - researchgate.net
Software evolves inherently due to change requirement. The change request applied with
intent to achieve the appropriate functionality of the software. This change inside the code …

[图书][B] Online topic modeling for software maintenance using a changeset-based approach

CS Corley - 2018 - search.proquest.com
Topic modeling is a machine learning technique for discovering thematic structure within a
corpus. Topic models have been applied to several areas of software engineering, including …