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Furinkazan: Understanding Behaviors in Software Development based on Game Theoretical Modeling and Empirical Studies

Research Project

Project/Area Number 26540029
Research Category

Grant-in-Aid for Challenging Exploratory Research

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

Principal Investigator

HATA Hideaki  奈良先端科学技術大学院大学, 情報科学研究科, 助教 (00713041)

Co-Investigator(Kenkyū-buntansha) TAMADA Haruaki  京都産業大学, コンピュータ理工学部, 准教授 (30457139)
TSUNODA Masateru  近畿大学, 理工学部, 講師 (60457140)
Project Period (FY) 2014-04-01 – 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: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords開発者特性 / ゲーム理論 / 行動経済学 / オープンソースソフトウェア / ソフトウェアエコノミクス / ソフトウェアエコシステム / 風林火山 / 質問票
Outline of Final Research Achievements

This study aims to understand the various characteristics of software developers and their behavioral patterns. We have addressed this challenge from the following four aspects. 1) A survey study based on behavioral economics to clarify the characteristics of developers for risk management. 2) Data mining on open source software projects to identify patterns of developers’ behaviors. 3) Data mining on closed software development especially to find the patterns of novice developers’ behaviors. 4) Game theoretical modeling and analysis for actual data.

Report

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

    (32 results)

All 2016 2015 2014 Other

All Int'l Joint Research (1 results) Journal Article (3 results) (of which Peer Reviewed: 3 results,  Open Access: 1 results,  Acknowledgement Compliant: 3 results) Presentation (28 results) (of which Int'l Joint Research: 7 results)

  • [Int'l Joint Research] アデレード大学(オーストラリア)

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Investigating and Projecting Population Structures in Open Source Software Projects: A Case Study of Projects in GitHub2016

    • Author(s)
      Saya Onoue, Hideaki Hata, Akito Monden and Kenichi Matsumoto
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E99.D Issue: 5 Pages: 1304-1315

    • DOI

      10.1587/transinf.2015EDP7363

    • NAID

      130005148990

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Method Verb Recommendation Using Association Rule Mining in a Set of Existing Projects2015

    • Author(s)
      Yuki Kashiwabara, Takashi Ishio, Hideaki Hata, Katsuro Inoue
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E98-D Pages: 627-636

    • NAID

      130004841859

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] GitHub上の活動履歴分析による開発者分類2015

    • Author(s)
      尾上紗野, 畑秀明, 松本健一
    • Journal Title

      情報処理学会論文誌

      Volume: 56 Pages: 715-719

    • NAID

      110009877388

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] Code Review Participation: Game Theoretical Modeling of Reviewers in Gerrit Datasets2016

    • Author(s)
      Norihito Kitagawa, Hideaki Hata, Akinori Ihara, Kiminao Kogiso and Kenichi Matsumoto
    • Organizer
      9th International Workshop on Cooperative and Human Aspects of Software Engineering (CHASE 2016)
    • Place of Presentation
      Texas, USA
    • Year and Date
      2016-05-16
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Web Search Behaviors for Software Development2016

    • Author(s)
      Keitaro Nakasai, Masateru Tsunoda and Hideaki Hata
    • Organizer
      9th International Workshop on Cooperative and Human Aspects of Software Engineering (CHASE 2016)
    • Place of Presentation
      Texas, USA
    • Year and Date
      2016-05-16
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Towards Building Api Usage Example Metrics2016

    • Author(s)
      Stevche Radevski, Hideaki Hata and Kenichi Matsumoto
    • Organizer
      23rd IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER 2016)
    • Place of Presentation
      Osaka University, Osaka, Japan
    • Year and Date
      2016-03-16
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analyzing the Decision Criteria of Software Developers Based on Prospect Theory2016

    • Author(s)
      Kanako Kina, Masateru Tsunoda, Hideaki Hata, Haruaki Tamada and Hiroshi Igaki
    • Organizer
      23rd IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER 2016)
    • Place of Presentation
      Osaka University, Osaka, Japan
    • Year and Date
      2016-03-16
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] バージョン管理のWebベースチュートリアルを用いた初学者の振舞分析2016

    • Author(s)
      津崎豪宏, 玉田春昭
    • Organizer
      情報処理学会第78回全国大会
    • Place of Presentation
      慶應義塾大学, 神奈川県, 横浜市
    • Year and Date
      2016-03-10
    • Related Report
      2015 Annual Research Report
  • [Presentation] 初学者を対象としたプログラム中の識別子の適切性評価2016

    • Author(s)
      川端盛志, 玉田春昭
    • Organizer
      情報処理学会第78回全国大会
    • Place of Presentation
      慶應義塾大学, 神奈川県, 横浜市
    • Year and Date
      2016-03-10
    • Related Report
      2015 Annual Research Report
  • [Presentation] プログラミング初学者のためのソースコード再利用支援2015

    • Author(s)
      藤原新, 畑秀明, 門田暁人, 松本健一
    • Organizer
      第190回ソフトウェア工学研究発表会
    • Place of Presentation
      JR博多シティ会議室, 福岡県, 福岡市
    • Year and Date
      2015-12-15
    • Related Report
      2015 Annual Research Report
  • [Presentation] プロスペクト理論に基づくソフトウェア開発者の意思決定の一考察2015

    • Author(s)
      喜納佳那子, 角田雅照
    • Organizer
      行動経済学会 第9回大会
    • Place of Presentation
      近畿大学, 大阪府, 東大阪市
    • Year and Date
      2015-11-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] コードレビューのジレンマ/スノードリフトゲームによる協調行動の分析2015

    • Author(s)
      北川愼人, 畑秀明, 伊原彰紀, 小木曽公尚, 松本 健一
    • Organizer
      第22回ソフトウェア工学の基礎ワークショップ(FOSE2015)
    • Place of Presentation
      ほほえみの宿 滝の湯, 山形県, 天童市
    • Year and Date
      2015-11-26
    • Related Report
      2015 Annual Research Report
  • [Presentation] 原型分析による活動履歴からのOSS貢献者プロファイリング2015

    • Author(s)
      尾上紗野, 畑秀明, 松本健一
    • Organizer
      第22回ソフトウェア工学の基礎ワークショップ(FOSE2015)
    • Place of Presentation
      ほほえみの宿 滝の湯, 山形県, 天童市
    • Year and Date
      2015-11-26
    • Related Report
      2015 Annual Research Report
  • [Presentation] 行動経済学に基づくソフトウェア開発者の意思決定分析2015

    • Author(s)
      喜納佳那子, 角田雅照
    • Organizer
      情報処理学会関西支部 支部大会
    • Place of Presentation
      大阪大学, 大阪府, 吹田市
    • Year and Date
      2015-09-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] いかにしてソフトウェア開発を支援すべきか - 行動経済学によるアプローチ2015

    • Author(s)
      喜納佳那子, 角田雅照
    • Organizer
      ソフトウェアエンジニアリングシンポジウム2015
    • Place of Presentation
      慶應義塾大学, 神奈川県, 横浜市
    • Year and Date
      2015-09-07
    • Related Report
      2015 Annual Research Report
  • [Presentation] Fu-Rin-Ka-Zan: Quantitative Analysis of Developers’ Characteristics based on Project Historical Data2015

    • Author(s)
      Atsushi Itsuda, Shin Fujiwara, Nao Yamasaki, Haruaki Tamada, Hideaki Hata, Masateru Tsunoda, Hiroshi Igaki
    • Organizer
      3rd International Conference on Applied Computing & Information Technology (ACIT 2015)
    • Place of Presentation
      Okayama Convention Center, Okayama, Japan
    • Year and Date
      2015-07-12
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Characteristics of Sustainable OSS Projects: A Theoretical and Empirical Study2015

    • Author(s)
      Hideaki Hata, Taiki Todo, Saya Onoue and Kenichi Matsumoto
    • Organizer
      8th International Workshop on Cooperative and Human Aspects of Software Engineering (CHASE 2015)
    • Place of Presentation
      Florence, Italy
    • Year and Date
      2015-05-18
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Dataset of High Impact Bugs: Manually-Classified Issue Reports2015

    • Author(s)
      Masao Ohira, Yutaro Kashiwa, Yosuke Yamatani, Hayato Yoshiyuki, Yoshiya Maeda, Nachai Limsettho, Keisuke Fujino, Hideaki Hata, Akinori Ihara and Kenichi Matsumoto
    • Organizer
      12th Working Conference on Mining Software Repositories (MSR2015)
    • Place of Presentation
      Florence, Italy
    • Year and Date
      2015-05-16
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 開発履歴による開発者特性とアンケートによる特性の自己診断の関連分析2015

    • Author(s)
      五田篤志,山崎尚,玉田春昭,畑秀明,角田雅照,井垣宏
    • Organizer
      研究報告ソフトウェア工学(SE)
    • Place of Presentation
      化学会館(東京都千代田区)
    • Year and Date
      2015-03-12 – 2015-03-13
    • Related Report
      2014 Research-status Report
  • [Presentation] ゲーム理論による開発者特性を考慮したチームビルディング2015

    • Author(s)
      山崎尚,五田篤志,玉田春昭,畑秀明,角田雅照,井垣宏
    • Organizer
      研究報告ソフトウェア工学(SE)
    • Place of Presentation
      化学会館(東京都千代田区)
    • Year and Date
      2015-03-12 – 2015-03-13
    • Related Report
      2014 Research-status Report
  • [Presentation] Bug Report Recommendation for Code Inspection2015

    • Author(s)
      Shin Fujiwara, Hideaki Hata, Akito Monden, Kenichi Matsumoto
    • Organizer
      1st International Workshop on Software Analytics (SWAN 2015)
    • Place of Presentation
      Montreal (Canada)
    • Year and Date
      2015-03-02
    • Related Report
      2014 Research-status Report
  • [Presentation] How We Resolve Conflict: an Empirical Study of Method-Level Conflict Resolution2015

    • Author(s)
      Ryohei Yuzuki, Hideaki Hata, Kenichi Matsumoto
    • Organizer
      1st International Workshop on Software Analytics (SWAN 2015)
    • Place of Presentation
      Montreal (Canada)
    • Year and Date
      2015-03-02
    • Related Report
      2014 Research-status Report
  • [Presentation] ソフトウェア開発者の特性計測のための尺度作成に向けて2015

    • Author(s)
      角田雅照,玉田春昭,畑秀明,井垣宏
    • Organizer
      ウィンターワークショップ2015・イン・宜野湾
    • Place of Presentation
      カルチャーリゾート フェストーネ(沖縄県富良野市)
    • Year and Date
      2015-01-22 – 2015-01-23
    • Related Report
      2014 Research-status Report
  • [Presentation] なぜGitHubは人気なのか/マルチエージェントシミュレーションによる協調進化の分析2014

    • Author(s)
      畑秀明, 松本健一
    • Organizer
      第21回ソフトウェア工学の基礎ワークショップ(FOSE2014)
    • Place of Presentation
      霧島国際ホテル(鹿児島県霧島市)
    • Year and Date
      2014-12-11 – 2014-12-13
    • Related Report
      2014 Research-status Report
  • [Presentation] マージにおけるメソッドコンフリクト解消の実態調査2014

    • Author(s)
      湯月亮平, 畑秀明, 松本健一
    • Organizer
      第21回ソフトウェア工学の基礎ワークショップ(FOSE2014)
    • Place of Presentation
      霧島国際ホテル(鹿児島県霧島市)
    • Year and Date
      2014-12-11 – 2014-12-13
    • Related Report
      2014 Research-status Report
  • [Presentation] 人口ピラミッドによるOSSプロジェクト貢献者の流動性分析2014

    • Author(s)
      尾上紗野, 畑秀明, 門田暁人, 松本健一
    • Organizer
      第21回ソフトウェア工学の基礎ワークショップ(FOSE2014)
    • Place of Presentation
      霧島国際ホテル(鹿児島県霧島市)
    • Year and Date
      2014-12-11 – 2014-12-13
    • Related Report
      2014 Research-status Report
  • [Presentation] モジュール理解のためのバグレポート推薦2014

    • Author(s)
      藤原新, 畑秀明, 門田暁人, 松本健一
    • Organizer
      第21回ソフトウェア工学の基礎ワークショップ(FOSE2014)
    • Place of Presentation
      霧島国際ホテル(鹿児島県霧島市)
    • Year and Date
      2014-12-11 – 2014-12-13
    • Related Report
      2014 Research-status Report
  • [Presentation] How to Classify Personalities of Team Members on Project-Based Learning2014

    • Author(s)
      Masateru Tsunoda, Haruaki Tamada, Hideaki Hata
    • Organizer
      Software Engineering Education Workshop (SEEW 2014)
    • Place of Presentation
      Jeju (Korea)
    • Year and Date
      2014-12-01
    • Related Report
      2014 Research-status Report
  • [Presentation] Software Population Pyramids: the Current and the Future of Oss Development Communities2014

    • Author(s)
      Saya Onoue, Hideaki Hata, and Kenichi Matsumoto
    • Organizer
      8th International Symposium on Empirical Software Engineering and Measurement (ESEM 2014)
    • Place of Presentation
      Torino, Italy
    • Year and Date
      2014-09-18 – 2014-09-19
    • Related Report
      2014 Research-status Report
  • [Presentation] 故障モジュール中の欠陥メソッド特定2014

    • Author(s)
      畑秀明, 門田暁人, 松本健一
    • Organizer
      ソフトウェアエンジニアリングシンポジウム2014 (SES2014)
    • Place of Presentation
      芝浦工業大学(東京都港区)
    • Year and Date
      2014-09-01 – 2014-09-03
    • Related Report
      2014 Research-status Report
  • [Presentation] 開発履歴を利用した風林火山モデルに基づく開発者特性の分析2014

    • Author(s)
      五田篤志, 山崎尚, 玉田春昭, 畑秀明, 角田雅照, 井垣宏
    • Organizer
      研究報告ソフトウェア工学(SE)
    • Place of Presentation
      富良野文化会館(北海道富良野市)
    • Year and Date
      2014-07-09 – 2014-07-11
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2018-02-02  

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