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Mining Crash Report Repositories for Bug Localization

Research Project

Project/Area Number 25540026
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Software
Research InstitutionKyushu University

Principal Investigator

Kamei Yasutaka  九州大学, システム情報科学研究科(研究院, 准教授 (10610222)

Co-Investigator(Kenkyū-buntansha) IHARA Akinori  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 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2015: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywordsソフトウェアリポジトリマイニング / オープンソースソフトウェア / ソフトウェア信頼性 / クラッシュリポジトリ
Outline of Final Research Achievements

This research project proposes the model that suggests the location of software faults to developers when the software faults happen in user environments, by making use of crash repositories. Crash logs in the crash repositories are automatically generated at the time that software faults happen in user environments and sent to the projects that develop the software. This research project studies on (a) linking data across repositories (e.g., version control repositories, issue tracking repositories, and crash repositories), (b) developing fault localization techniques, and (c) developing a prototype tool. The case study shows that the prototype tool can identify the location of software faults with 50% of accuracy by showing the top 5 files that are likely to be defect-prone.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (16 results)

All 2016 2015 2014 2013 Other

All Int'l Joint Research (1 results) Journal Article (4 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 4 results,  Acknowledgement Compliant: 4 results,  Open Access: 1 results) Presentation (11 results) (of which Int'l Joint Research: 1 results,  Invited: 1 results)

  • [Int'l Joint Research] Queen's University/McGill University/Concordia University(Canada)

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Studying Just-In-Time Defect Prediction using Cross-Project Models2016

    • Author(s)
      Yasutaka Kamei, Takafumi Fukushima, Shane McIntosh, Kazuhiro Yamashita, Naoyasu Ubayashi and Ahmed E. Hassan
    • Journal Title

      Journal of Empirical Software Engineering

      Volume: To appear Issue: 5 Pages: 1-35

    • DOI

      10.1007/s10664-015-9400-x

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] An Empirical Study of the Relationship between the Frequency of Crash Reports and the Linkage with Bug Reports2015

    • Author(s)
      小須田 光, 亀井 靖高, 鵜林 尚靖
    • Journal Title

      Computer Software

      Volume: 32 Issue: 4 Pages: 4_131-4_140

    • DOI

      10.11309/jssst.32.4_131

    • NAID

      130005130093

    • ISSN
      0289-6540
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] An Empirical Study of the Impact of Modern Code Review Practices on Software Quality2015

    • Author(s)
      Shane Mcintosh, Yasutaka Kamei, Bram Adams and Ahmed E. Hassan
    • Journal Title

      Journal of Empirical Software Engineering

      Volume: 未定 Issue: 5 Pages: 2146-2189

    • DOI

      10.1007/s10664-015-9381-9

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Studying High Impact Fix-Inducing Changes2015

    • Author(s)
      Ayse Tosun Misirli, Emad Shihab and Yasutaka Kamei
    • Journal Title

      Journal of Empirical Software Engineering

      Volume: 未定 Issue: 2 Pages: 605-641

    • DOI

      10.1007/s10664-015-9370-z

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] Defect Prediction: Accomplishments and Future Challenges2016

    • Author(s)
      Yasutaka Kamei, Emad Shihab
    • Organizer
      Leaders of Tomorrow / Future of Software Engineering Track at International Conference on Software Analysis, Evolution, and Reengineering (SANER2016)
    • Place of Presentation
      Osaka, Japan
    • Year and Date
      2016-03-14
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] プロダクトコード変更に伴い共進化するテストコード特定手法の提案2016

    • Author(s)
      南 智孝, 伊原 彰紀, 坂口 英司, 松本 健一
    • Organizer
      情報処理学会, ウィンターワークショップ2016
    • Place of Presentation
      逗子,神奈川
    • Year and Date
      2016-02-04
    • Related Report
      2015 Annual Research Report
  • [Presentation] ユーザ障害情報によるソースコード欠陥箇所予測ツール2015

    • Author(s)
      小須田 光, 亀井 靖高, 鵜林 尚靖
    • Organizer
      情報処理学会研究報告, ソフトウェア工学研究会
    • Place of Presentation
      博多,福岡
    • Year and Date
      2015-12-15
    • Related Report
      2015 Annual Research Report
  • [Presentation] ソフトウェア進化におけるワークアイテムとコミット数に関する調査2015

    • Author(s)
      三浦 圭裕, 福島 崇文, 亀井 靖高, 鵜林 尚靖
    • Organizer
      情報処理学会, ソフトウェア工学研究会
    • Place of Presentation
      東京
    • Year and Date
      2015-03-12 – 2015-03-13
    • Related Report
      2014 Research-status Report
  • [Presentation] クラッシュレポートの送信頻度が不具合との関連付けに与える影響2014

    • Author(s)
      小須田 光, 亀井 靖高, 鵜林 尚靖
    • Organizer
      ソフトウェア工学の基礎ワークショップ
    • Place of Presentation
      霧島
    • Year and Date
      2014-12-11 – 2014-12-13
    • Related Report
      2014 Research-status Report
  • [Presentation] The Impact of Code Review Coverage and Code Review Participation on Software Quality: A Case Study of the Qt, VTK, and ITK Projects2014

    • Author(s)
      Shane Mcintosh, Yasutaka Kamei, Bram Adams and Ahmed E. Hassan
    • Organizer
      International Working Conference on Mining Software Repositories (MSR 2014)
    • Place of Presentation
      Hyderabad, India
    • Year and Date
      2014-05-31 – 2014-06-01
    • Related Report
      2014 Research-status Report 2013 Research-status Report
  • [Presentation] Magnet or Sticky?: An OSS Project-by-Project Typology2014

    • Author(s)
      Kazuhiro Yamashita, Shane McIntosh, Yasutaka Kamei and Naoyasu Ubayashi
    • Organizer
      International Working Conference on Mining Software Repositories (MSR 2014)
    • Place of Presentation
      Hyderabad, India
    • Year and Date
      2014-05-31 – 2014-06-01
    • Related Report
      2014 Research-status Report 2013 Research-status Report
  • [Presentation] Impact Analysis of Granularity Levels on Feature Location Technique2014

    • Author(s)
      Chakkrit Tantithamthavorn, Akinori Ihara, Hideaki Hata and Kenichi Matsumoto
    • Organizer
      Asia Pacific Requirements Engineering Symposium (APRES2014)
    • Place of Presentation
      Auckland, New Zealand
    • Year and Date
      2014-04-28 – 2014-04-29
    • Related Report
      2014 Research-status Report
  • [Presentation] An Empirical Study of Just-In-Time Defect Prediction Using Cross-Project Models2014

    • Author(s)
      Takafumi Fukushima, Yasutaka Kamei, Shane McIntosh, Kazuhiro Yamashita and Naoyasu Ubayashi
    • Organizer
      International Working Conference on Mining Software Repositories (MSR 2014)
    • Place of Presentation
      Hyderabad, India
    • Related Report
      2013 Research-status Report
  • [Presentation] クラッシュリポジトリマイニング -ソースコード 欠陥箇所の特定に向けて-2013

    • Author(s)
      亀井 靖高, 長本 貴光, ラピュト シャシャンク, 小須田 光, 伊原 彰紀, 鵜林 尚靖
    • Organizer
      ソフトウェア工学の基礎ワークショップ
    • Place of Presentation
      加賀, 石川
    • 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, 伊原彰紀, 松本健一
    • Organizer
      グループウェアとネットワークサービス研究会
    • Place of Presentation
      山梨
    • Related Report
      2013 Research-status Report

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

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