Misc - IHARA Akinori

An Investigation on Software Bug-Fix Prediction for Open Source Software Projects-A Case Study on the Eclipse Project

Akinori Ihara, Yasutaka Kamei, Akito Monden, Masao Ohira, Jacky Wai Keung, Naoyasu Ubayashi, Ken-ichi Matsumoto

2012 19TH ASIA-PACIFIC SOFTWARE ENGINEERING CONFERENCE WORKSHOPS (APSECW), VOL. 2 ( IEEE COMPUTER SOC )  2   112 - 119   2012

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Open source software projects (OSS) receive a large number of bug reports from various contributors and developers alike, where many planned to be fixed by OSS developers. Given the next release cycle information, OSS users can be more effective and flexible in planning and to fix the bugs that are not to be fixed in the next release. It is therefore vital for OSS users to learn which bugs the OSS developers will fix, unfortunately such information may not be readily available, nor there is a prediction framework exists to serve such an important purpose. In this study, we would like to answer the question "Will this bug be fixed by the next release?", this is addressed by building a bug fixing prediction model based on the characteristics of a bug-related metric and by incorporating the progress of bug fixing measures such as status, period and developer metrics to provide aggregated information for the OSS users. The proposed model calculates the deviance of each variable to analyze the most important metrics, and it has been experimented using a case study with Eclipse platform. Result shows a bug fixing prediction model using both base metrics and state metrics provide significantly better performance in precision (139%) and recall (114%) than the standard model using only base metrics.

DOI

OSS開発における保守対応の効率化のためのアウェアネス支援システム

伊原彰紀, 山本瑞起, 大平雅雄, 松本健一

情報処理学会シンポジウムシリーズ(CD-ROM)   2010 ( 1 ) 1620 - 1629   2010

OSS開発におけるパッチレビュープロセスの効率化に向けたコミッターの分類

藤田将司, 伊原彰紀, 大平雅雄, 松本健一

情報処理学会関西支部支部大会講演論文集(CD-ROM)   2010   ROMBUNNO.B-05   2010

不具合管理システム利用時の不具合修正プロセス改善のための滞留時間分析手法の提案

伊原彰紀, 大平雅雄, 松本健一

情報処理学会シンポジウムシリーズ(CD-ROM)   2009 ( 1 ) 1221 - 1227   2009