TY - GEN
T1 - A dataset of high impact bugs
T2 - 12th Working Conference on Mining Software Repositories, MSR 2015
AU - Ohira, Masao
AU - Kashiwa, Yutaro
AU - Yamatani, Yosuke
AU - Yoshiyuki, Hayato
AU - Maeda, Yoshiya
AU - Limsettho, Nachai
AU - Fujino, Keisuke
AU - Hata, Hideaki
AU - Ihara, Akinori
AU - Matsumoto, Kenichi
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/8/4
Y1 - 2015/8/4
N2 - The importance of supporting test and maintenance activities in software development has been increasing, since recent software systems have become large and complex. Although in the field of Mining Software Repositories (MSR) there are many promising approaches to predicting, localizing, and triaging bugs, most of them do not consider impacts of each bug on users and developers but rather treat all bugs with equal weighting, excepting a few studies on high impact bugs including security, performance, blocking, and so forth. To make MSR techniques more actionable and effective in practice, we need deeper understandings of high impact bugs. In this paper we introduced our dataset of high impact bugs which was created by manually reviewing four thousand issue reports in four open source projects (Ambari, Camel, Derby and Wicket).
AB - The importance of supporting test and maintenance activities in software development has been increasing, since recent software systems have become large and complex. Although in the field of Mining Software Repositories (MSR) there are many promising approaches to predicting, localizing, and triaging bugs, most of them do not consider impacts of each bug on users and developers but rather treat all bugs with equal weighting, excepting a few studies on high impact bugs including security, performance, blocking, and so forth. To make MSR techniques more actionable and effective in practice, we need deeper understandings of high impact bugs. In this paper we introduced our dataset of high impact bugs which was created by manually reviewing four thousand issue reports in four open source projects (Ambari, Camel, Derby and Wicket).
UR - http://www.scopus.com/inward/record.url?scp=84957063058&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84957063058&partnerID=8YFLogxK
U2 - 10.1109/MSR.2015.78
DO - 10.1109/MSR.2015.78
M3 - Conference contribution
AN - SCOPUS:84957063058
T3 - IEEE International Working Conference on Mining Software Repositories
SP - 518
EP - 521
BT - Proceedings - 12th Working Conference on Mining Software Repositories, MSR 2015
PB - IEEE Computer Society
Y2 - 16 May 2015 through 17 May 2015
ER -