Mining Bug Repositories - A Quality Assessment

被引：8

作者：

Schugerl, Philipp ^{[1
]}

Rilling, Juergen ^{[1
]}

Charland, Philippe ^{[2
]}

机构：

[1] Concordia Univ, Dept Comp Sci & Software Engn, Montreal, PQ, Canada

[2] Def R&D Canada, Syst Syst Sect, Quebec City, PQ, Canada

来源：

2008 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE FOR MODELLING CONTROL & AUTOMATION, VOLS 1 AND 2 | 2008年

关键词：

D O I：

10.1109/CIMCA.2008.63

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The process of evaluating, classifying, and assigning bugs to programmers is a difficult and time consuming task which greatly depends on the quality of the bug report itself It has been shown that the quality of reports originating from bug trackers or ticketing systems can vary significantly. In this research, we apply Information Retrieval (IR) and Natural Language Processing (NLP) techniques for mining bug repositories. We focus particularly on measuring the quality of the free form descriptions submitted as part of bug reports used by open source bug trackers. Properties of natural language influencing the report quality are automatically identified and applied as part of a classification task. The results from the automated quality assessment are used to populate and enrich our existing software engineering ontology to support a further analysis of the quality and maturity of bug trackers.

引用

页码：1105 / +

页数：2

共 23 条

[11] Analyzing and relating bug report data for feature tracking [J].

Fischer, M ;

Pinzger, M ;

Gall, H .

10TH WORKING CONFERENCE ON REVERSE ENGINEERING, PROCEEDINGS, 2003, :90-99

[12]

ILIEVA MG, 2005, 10 INT C APPL NAT LA

[13]

Jurafsky D., 2018, SPEECH LANGUAGE PROC

[14]

Kersten M., 2006, P 14 ACM SIGSOFT INT, P1, DOI DOI 10.1145/1181775.1181777

[15]

KILICOGLU H, 2008, P 2008 ACL BIONLP WO

[16]

Ko AJ, 2006, IEEE SYMPOSIUM ON VISUAL LANGUAGES AND HUMAN-CENTRIC COMPUTING, PROCEEDINGS, P127

[17]

KOF L, 2005, 10 INT C APPL NAT LA

[18]

MENCL V, 2004, P WORKSH INT TECHN S

[19]

Runeson P, 2007, PROC INT CONF SOFTW, P499

[20]

Tatham Simon., How to report bugs effectively

← 1 2 3 →