@article{ART001914309},
author={Lee Jaekwon and Woosung Jung},
title={Designing a Repository Independent Model for Mining and Analyzing Heterogeneous Bug Tracking Systems},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2014},
volume={19},
number={9},
pages={103-115}
TY - JOUR
AU - Lee Jaekwon
AU - Woosung Jung
TI - Designing a Repository Independent Model for Mining and Analyzing Heterogeneous Bug Tracking Systems
JO - Journal of The Korea Society of Computer and Information
PY - 2014
VL - 19
IS - 9
PB - The Korean Society Of Computer And Information
SP - 103
EP - 115
SN - 1598-849X
AB - In this paper, we propose UniBAS(Unified Bug Analysis System) to provide a unified repositorymodel by integrating the extracted data from the heterogeneous bug tracking systems. The UniBASreduces the cost and complexity of the MSR(Mining Software Repositories) research process andenables the researchers to focus on their logics rather than the tedious and repeated works such asextracting repositories, processing data and building analysis models. Additionally, the system notonly extracts the data but also automatically generates database tables, views and storedprocedures which are required for the researchers to perform query-based analysis easily. It can also generate various types of exported files for utilizing external analysis tools or managingresearch data. A case study of detecting duplicate bug reports from the Firfox project of the Mozillasite has been performed based on the UniBAS in order to evaluate the usefulness of the system.
The results of the experiments with various algorithms of natural language processing and flexiblequerying to the automatically extracted data also showed the effectiveness of the proposed system.
KW - Mining Software Repositories;Repository Independent Model;Bug Tracking System
DO -
UR -
ER -
Lee Jaekwon and Woosung Jung. (2014). Designing a Repository Independent Model for Mining and Analyzing Heterogeneous Bug Tracking Systems. Journal of The Korea Society of Computer and Information, 19(9), 103-115.
Lee Jaekwon and Woosung Jung. 2014, "Designing a Repository Independent Model for Mining and Analyzing Heterogeneous Bug Tracking Systems", Journal of The Korea Society of Computer and Information, vol.19, no.9 pp.103-115.
Lee Jaekwon, Woosung Jung "Designing a Repository Independent Model for Mining and Analyzing Heterogeneous Bug Tracking Systems" Journal of The Korea Society of Computer and Information 19.9 pp.103-115 (2014) : 103.
Lee Jaekwon, Woosung Jung. Designing a Repository Independent Model for Mining and Analyzing Heterogeneous Bug Tracking Systems. 2014; 19(9), 103-115.
Lee Jaekwon and Woosung Jung. "Designing a Repository Independent Model for Mining and Analyzing Heterogeneous Bug Tracking Systems" Journal of The Korea Society of Computer and Information 19, no.9 (2014) : 103-115.
Lee Jaekwon; Woosung Jung. Designing a Repository Independent Model for Mining and Analyzing Heterogeneous Bug Tracking Systems. Journal of The Korea Society of Computer and Information, 19(9), 103-115.
Lee Jaekwon; Woosung Jung. Designing a Repository Independent Model for Mining and Analyzing Heterogeneous Bug Tracking Systems. Journal of The Korea Society of Computer and Information. 2014; 19(9) 103-115.
Lee Jaekwon, Woosung Jung. Designing a Repository Independent Model for Mining and Analyzing Heterogeneous Bug Tracking Systems. 2014; 19(9), 103-115.
Lee Jaekwon and Woosung Jung. "Designing a Repository Independent Model for Mining and Analyzing Heterogeneous Bug Tracking Systems" Journal of The Korea Society of Computer and Information 19, no.9 (2014) : 103-115.
