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A Study of Localizing Buggy Module in Large-scale Software Development

Research Project

Project/Area Number 25730045
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Software
Research InstitutionNara Institute of Science and Technology

Principal Investigator

AKINORI Ihara  奈良先端科学技術大学院大学, 情報科学研究科, 助教 (40638392)

Project Period (FY) 2013-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2013: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywordsソフトウェア開発 / リポジトリマイニング / 欠陥箇所特定技術 / バグローカリゼーション / ソフトウェア検証 / バグ再修正
Outline of Final Research Achievements

The goal of this study proposed a method to identify buggy modules that cause problems in software. In general, software developers often localize buggy modules based on issue reports posted by users, and they fix the modules. However, if developers do not have extensive knowledge and experience of the software, they might take time to localize buggy files, and are likely to miss buggy files that should be changed to fix the problems. In order to understand the reports and localize correct buggy files, this study built a model to identify buggy modules with machine-learning approach.

Report

(3 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • Research Products

    (20 results)

All 2015 2014 2013 Other

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Acknowledgement Compliant: 1 results) Presentation (19 results)

  • [Journal Article] OSSシステムとコミュニティの共進化の理解を目的としたデータマイニング手法2015

    • Author(s)
      山谷陽亮,大平雅雄,Passakorn Phannachitta,伊原彰紀
    • Journal Title

      情報処理学会論文誌

      Volume: 56 Pages: 59-71

    • NAID

      170000080017

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] The Impact of Mislabelling on Performance and Interpretation of Defect Prediction Models2015

    • Author(s)
      Chakkrit Tantithamthavorn
    • Organizer
      The 37th International Conference on Software Engineering
    • Place of Presentation
      Firenze, Italy
    • Year and Date
      2015-05-16 – 2015-05-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] A Dataset of High Impact Bugs: Manually-Classified Issue Reports2015

    • Author(s)
      Akinori Ihara
    • Organizer
      The 12th Working Conference on Mining Software Repositories
    • Place of Presentation
      Florence, Italy
    • Year and Date
      2015-05-16 – 2015-05-17
    • Related Report
      2014 Annual Research Report
  • [Presentation] OSSの不具合修正曲線に基づく未修正不具合数の予測の試み2014

    • Author(s)
      藤野啓輔
    • Organizer
      第21回ソフトウェア工学の基礎ワークショップ
    • Place of Presentation
      霧島国際ホテル(鹿児島霧島市)
    • Year and Date
      2014-12-11 – 2014-12-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] OSSプロジェクトにおけるコミッターの承認に対する動機の理解2014

    • Author(s)
      伊原彰紀
    • Organizer
      第21回ソフトウェア工学の基礎ワークショップ
    • Place of Presentation
      霧島国際ホテル(鹿児島霧島市)
    • Year and Date
      2014-12-11 – 2014-12-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] Industry Questions About Open Source Software in Business: Research Directions and Potential Answers2014

    • Author(s)
      Akinori Ihara
    • Organizer
      The 6th International Workshop on Empirical Software Engineering in Practice
    • Place of Presentation
      Osaka, Japan
    • Year and Date
      2014-11-12 – 2014-11-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] Early Identification of Future Committers in Open Source Software Projects2014

    • Author(s)
      Akinori Ihara
    • Organizer
      The 14th International Conference on Quality Software
    • Place of Presentation
      Dallas, USA
    • Year and Date
      2014-10-02 – 2014-10-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] オープンソースプロジェクト特性に基づくバグ収束過程の理解2014

    • Author(s)
      坂口英司
    • Organizer
      マルチメディア,分散,協調とモバイルDICOMO2014シンポジウム
    • Place of Presentation
      新潟県月岡温泉ホテル泉慶(新潟県新発田市)
    • Year and Date
      2014-07-09 – 2014-07-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] Impact Analysis of Granularity Levels on Feature Location Technique2014

    • Author(s)
      Chakkrit Tantithamthavorn
    • Organizer
      The First Asia Pacific Requirements Engineering Symposium
    • Place of Presentation
      Auckland, New Zealand
    • Year and Date
      2014-04-28 – 2014-04-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] OSS開発における一般開発者の協調作業と不具合の再修正に関する一考察2013

    • Author(s)
      林宏徳
    • Organizer
      情報処理学会 マルチメディア,分散,協調とモバイル (DICOMO2013) シンポジウム
    • Place of Presentation
      北海道河東郡
    • Related Report
      2013 Research-status Report
  • [Presentation] OSSシステムとコミュニティの共進化の理解を目的としたデータマイニング手法2013

    • Author(s)
      山谷陽亮
    • Organizer
      情報処理学会 マルチメディア,分散,協調とモバイル (DICOMO2013) シンポジウム
    • Place of Presentation
      北海道河東郡
    • Related Report
      2013 Research-status Report
  • [Presentation] 学習データ計測時点による欠陥モジュール予測精度の比較2013

    • Author(s)
      内垣聖史
    • Organizer
      第20回 ソフトウェア工学の基礎ワークショップ FOSE 2013
    • Place of Presentation
      石川県加賀市
    • Related Report
      2013 Research-status Report
  • [Presentation] OSS開発におけるレビュアー間の合意形成の分析2013

    • Author(s)
      林宏徳
    • Organizer
      情報処理学会 グループウェアとネットワークサービスワークショップ2013
    • Place of Presentation
      山梨県笛吹市
    • Related Report
      2013 Research-status Report
  • [Presentation] OSSプロジェクトにおけるユーザ用メーリングリストの実態調査2013

    • Author(s)
      伊原彰紀
    • Organizer
      情報処理学会 第88回GN研究会
    • Place of Presentation
      東京都調布市
    • Related Report
      2013 Research-status Report
  • [Presentation] OSS開発におけるコミッターによる協調作業の一考察2013

    • Author(s)
      林宏徳
    • Organizer
      情報処理学会 第88回GN研究会
    • Place of Presentation
      東京都調布市
    • Related Report
      2013 Research-status Report
  • [Presentation] Mining A Change History to Quickly Identify Bug Locations: A Case Study of the Eclipse Project2013

    • Author(s)
      Chakkrit Tantithamthavorn
    • Organizer
      The 24th IEEE International Symposium on Software Reliability Engineering
    • Place of Presentation
      Pasadena, CA, US
    • Related Report
      2013 Research-status Report
  • [Presentation] OSS開発にける共進化プロセスの理解のための遅延相関分析2013

    • Author(s)
      山谷陽亮
    • Organizer
      情報処理学会 第181回ソフトウェア工学研究発表会
    • Place of Presentation
      和歌山県田辺市
    • Related Report
      2013 Research-status Report
  • [Presentation] Patch Reviewer Recommendation in OSS Projects

    • Author(s)
      John Boaz Lee
    • Organizer
      The 5th International Workshop on Empirical Software Engineering in Practice
    • Place of Presentation
      Bangkok, Thailand
    • Related Report
      2013 Research-status Report
  • [Presentation] Why Is Collaboration Needed in OSS Projects? A Case Study of Eclipse Project

    • Author(s)
      Hironori Hayashi
    • Organizer
      The 5th International Workshop on Social Software Engineering
    • Place of Presentation
      Saint Petersburg, Russia
    • Related Report
      2013 Research-status Report
  • [Presentation] What Type of Thread Can Get Feedback in OSS User Mailing List?

    • Author(s)
      Akinori Ihara
    • Organizer
      The 5th International Workshop on Social Software Engineering
    • Place of Presentation
      Saint Petersburg, Russia
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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