Duplicate bug report detection with a combination of information retrieval and topic modeling
Abstract
Detecting duplicate bug reports helps reduce triaging efforts and save time for developers in fixing the same issues. Among several automated detection approaches, text-based information retrieval (IR) approaches have been shown to outperform others in term of both accuracy and time efficiency. However, those IR-based approaches do not detect well the duplicate reports on the same technical issues written in different descriptive terms.
BibTeX
@inproceedings{Nguyen-al:ASE12,
author = {Anh Tuan Nguyen and
Tung Thanh Nguyen and
Tien N. Nguyen and
David Lo and
Chengnian Sun},
title = {Duplicate bug report detection with a combination of information retrieval and topic modeling},
booktitle = {ASE},
pages = {70--79},
publisher = {{ACM}},
year = {2012},
}