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Research on software economics involving multiple projects focusing on vulnerability information markets

Research Project

Project/Area Number 16H05857
Research Category

Grant-in-Aid for Young Scientists (A)

Allocation TypeSingle-year Grants
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, 先端科学技術研究科, 助教 (00713041)

Project Period (FY) 2016-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥21,710,000 (Direct Cost: ¥16,700,000、Indirect Cost: ¥5,010,000)
Fiscal Year 2019: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2018: ¥6,630,000 (Direct Cost: ¥5,100,000、Indirect Cost: ¥1,530,000)
Fiscal Year 2017: ¥5,460,000 (Direct Cost: ¥4,200,000、Indirect Cost: ¥1,260,000)
Fiscal Year 2016: ¥5,720,000 (Direct Cost: ¥4,400,000、Indirect Cost: ¥1,320,000)
Keywordsソフトウェアエコノミクス / ソフトウェアエコシステム / 脆弱性報奨金制度 / 寄付 / 脆弱性報奨金精度 / ブロックチェーン / ソフトウエア学 / ソフトウエア開発効率化・安定化 / 脆弱性
Outline of Final Research Achievements

From an empirical study of contributors in bug bounty programs, we found different motivations for contributing software development projects. A study of the effect of the badges for donors in Eclipse, an open source software project, statistically confirms that there is a signaling effect on the badges granted to contributors in the bug reporting process. From theoretical research, mechanisms to the revenue maximization problem in the vulnerability information market has been proposed. A car-sharing system was developed and operated as an experimental field. This can be considered as a market for shared resource allocation. The incentives are designed based on the results of the pre-operations at NAIST, keeping in mind the characteristics that make shared resources sustainable, such as availability of accurate information, homogeneity of users, and stability of users.

Academic Significance and Societal Importance of the Research Achievements

本研究は,これまでソフトウェア工学分野で研究が進んでいない脆弱性情報市場の課題や挑戦に初めて取り組むものである.そのアプローチは,経済パラダイムを導入したゲーム理論やメカニズムデザイン研究との融合であり,新しい研究領域ソフトウェアエコノミクスへ結びつく可能性がある.開発したカーシェアシステムは,コミュニティ通貨を介して,参加者間で価値をやり取りするプラットフォームの実験フィールドとなっている.特に,他のユーザの需要を可視化するとともに,他のユーザへの好ましい振る舞いに報酬を設定したインセンティブ設計となっている.インセンティブ実装の基盤として将来的な拡張が可能である.

Report

(5 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • Research Products

    (46 results)

All 2020 2019 2018 2017 2016 Other

All Int'l Joint Research (5 results) Journal Article (7 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 7 results,  Open Access: 3 results) Presentation (31 results) (of which Int'l Joint Research: 19 results) Remarks (1 results) Patent(Industrial Property Rights) (1 results) Funded Workshop (1 results)

  • [Int'l Joint Research] Kasetsart University/Mahidol University(タイ)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] University of Adelaide(オーストラリア)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] University of Adelaide(オーストラリア)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] University of Adelaide(Australia)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] University of Adelaide(Australia)

    • Related Report
      2016 Annual Research Report
  • [Journal Article] How different are different diff algorithms in Git?2020

    • Author(s)
      Yusuf Sulistyo Nugroho, Hideaki Hata, Kenichi Matsumoto
    • Journal Title

      Empirical Software Engineering

      Volume: 25 Issue: 1 Pages: 790-823

    • DOI

      10.1007/s10664-019-09772-z

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Codosseum: A Web Service for Supporting Development and Analysis of Open Source Software Projects.2019

    • Author(s)
      上村恭平, 中才恵太朗, 大神勝也, 畑秀明, 一ノ瀬智浩, 松本健一, 飯田元
    • Journal Title

      Computer Software

      Volume: 36 Issue: 1 Pages: 38-47

    • DOI

      10.11309/jssst.36.38

    • NAID

      130007620550

    • ISSN
      0289-6540
    • Year and Date
      2019-01-25
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Sentiment Classification Using N-Gram Inverse Document Frequency and Automated Machine Learning2019

    • Author(s)
      Maipradit Rungroj、Hata Hideaki、Matsumoto Kenichi
    • Journal Title

      IEEE Software

      Volume: 36 Issue: 5 Pages: 65-70

    • DOI

      10.1109/ms.2019.2919573

    • NAID

      120006801964

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A topological analysis of communication channels for knowledge sharing in contemporary GitHub projects2019

    • Author(s)
      Jirateep Tantisuwankul, Yusuf SulistyoNugroho, Raula Kula Gaikovina, Hideaki Hata, Arnon Rungsawang, Pattara Leelaprute, Kenichi Matsumoto
    • Journal Title

      Journal of Systems and Software

      Volume: 158 Pages: 110416-110416

    • DOI

      10.1016/j.jss.2019.110416

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Are Donation Badges Appealing? A Case Study of Developer Responses to Eclipse Bug Reports2019

    • Author(s)
      Keitaro Nakasai, Hideaki Hata, Kenichi Matsumoto
    • Journal Title

      IEEE Software

      Volume: 36 Issue: 3 Pages: 22-27

    • DOI

      10.1109/ms.2018.2874568

    • NAID

      120006766859

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Heijo: 動的なコード実行可視化によるJava/Androidアプリケーションのリアルタイムプロファイラ2019

    • Author(s)
      大神勝也, 中才恵太朗, 畑秀明, 松本健一
    • Journal Title

      コンピュータソフトウェア

      Volume: -

    • NAID

      130007652687

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Cross Project Defect Prediction Using Class Distribution Estimation and Oversampling2018

    • Author(s)
      Nachai Limsettho,Kwabena Ebo Bennin,Jacky Keung,Hideaki Hata,Kenichi Matsumoto
    • Journal Title

      Information and Software Technology

      Volume: 未定 Pages: 87-102

    • DOI

      10.1016/j.infsof.2018.04.001

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] Automatic Classifying Self-Admitted Technical Debt Using N-Gram IDF2019

    • Author(s)
      Supatsara Wattanakriengkrai、Napat Srisermphoak、Sahawat Sintoplertchaikul、Morakot Choetkiertikul、Chaiyong Ragkhitwetsagul、Thanwadee Sunetnanta、Hideaki Hata、Kenichi Matsumoto
    • Organizer
      26th Asia-Pacific Software Engineering Conference (APSEC)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Software Team Member Configurations: A Study of Team Effectiveness in Moodle2019

    • Author(s)
      Noppadol Assavakamhaenghan、Morakot Choetkiertikul、Suppawong Tuarob、Raula Gaikovina Kula、Hideaki Hata、Chaiyong Ragkhitwetsagul、Thanwadee Sunetnanta、Kenichi Matsumoto
    • Organizer
      10th International Workshop on Empirical Software Engineering in Practice (IWESEP)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Toward Sustainable Communities with a Community Currency - A Study in Car Sharing2019

    • Author(s)
      Keitaro Nakasai、Yoshiharu Ikutani、Daiki Takata、Hideaki Hata、Kenichi Matsumoto
    • Organizer
      20th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 9.6 Million Links in Source Code Comments: Purpose, Evolution, and Decay2019

    • Author(s)
      Hideaki Hata, Christoph Treude, Raula Gaikovina Kula, Takashi Ishio
    • Organizer
      41st ACM/IEEE International Conference on Software Engineering (ICSE 2019)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Toward Imitating Visual Attention of Experts in Software Development Tasks2019

    • Author(s)
      Yoshiharu Ikutani, Nishanth Koganti, Hideaki Hata, Takatomi Kubo, Kenichi Matsumoto
    • Organizer
      6th International Workshop on Eye Movements in Programming (EMIP 2019)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Identifying Design and Requirement Self-Admitted Technical Debt Using N-gram IDF2018

    • Author(s)
      Supatsara Wattanakriengkrai, Rungroj Maipradit, Hideki Hata, Morakot Choetkiertikul, Thanwadee Sunetnanta, Kenichi Matsumoto
    • Organizer
      9th International Workshop on Empirical Software Engineering in Practice (IWESEP 2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Generating Pseudo-Code from Source Code Using Deep Learning2018

    • Author(s)
      Abdulaziz Alhefdhi, Hoa Dam, Hideaki Hata, Aditya Ghose
    • Organizer
      25th Australasian Software Engineering Conference (ASWEC 2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Catalogen: Generating Catalogs of Code Examples Collected from OSS2018

    • Author(s)
      Daiki Takata, Abdulaziz Alhefdhi, Maipradit Rungroj, Hideaki Hata, Hoa Khanh Dam, Takashi Ishio, Kenichi Matsumoto
    • Organizer
      3rd International Workshop on Dynamic Software Documentation (DySDoc3)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Waiting Self-Admitted Technical Debtの分析と考察2018

    • Author(s)
      田内遥夏, 中才恵太朗, 畑秀明, 松本健一
    • Organizer
      情報処理学会研究報告, ソフトウェア工学
    • Related Report
      2018 Annual Research Report
  • [Presentation] 自然言語処理を用いたソースコード上の論文引用の自動検出2018

    • Author(s)
      井ノ口輝, 畑秀明, 石尾隆, 松本健一
    • Organizer
      情報処理学会研究報告, ソフトウェア工学
    • Related Report
      2018 Annual Research Report
  • [Presentation] Eclipse寄付バッジによるバグレポート応答時間の影響分析2018

    • Author(s)
      中才恵太朗, 畑秀明, ラウラ・ガイコビナ・クラ, 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2018 (SES2018)
    • Related Report
      2018 Annual Research Report
  • [Presentation] Analysis of Donations in Eclipse Project2017

    • Author(s)
      Keitaro Nakasai, Hideaki Hata, Saya Onoue, and Kenichi Matsumoto
    • Organizer
      8th IEEE International Workshop on Empirical Software Engineering in Practice (IWESEP 2017)
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2017-03-13
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Extracting Insights from the Topology of the Javascript Package Ecosystem2017

    • Author(s)
      Nuttapon Lertwittayatrai,Raula Gaikovina Kula,Saya Onoue,Hideaki Hata,Arnon Rungsawang,Pattara Leelaprute,Kenichi Matsumoto
    • Organizer
      24th Asia-Pacific Software Engineering Conference (APSEC2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Utility Design for Two-Player Normal-Form Games2017

    • Author(s)
      Koji Kitagawa,Mingyu Guo,Kiminao Kogiso,Hideaki Hata
    • Organizer
      11th Asian Control Conference (ASCC 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ソフトウェアバグの行レベル予測の試み2017

    • Author(s)
      福谷圭吾,門田暁人,Zeynep Yucel,畑秀明
    • Organizer
      第24回ソフトウェア工学の基礎ワークショップ (FOSE2017)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 標準型ゲームに対するユーティリティデザインの数値的考察2017

    • Author(s)
      飯島優司,北側紘史,小木曽公尚,Mingyu Guo,畑秀明
    • Organizer
      第60回自動制御連合講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Understanding the Heterogeneity of Contributors in Bug Bounty Programs2017

    • Author(s)
      Hideaki Hata,Mingyu Guo,Ali Babar
    • Organizer
      11th ACM / IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimizing Affine Maximizer Auctions Via Linear Programming: an Application to Revenue Maximizing Mechanism Design for Zero-Day Exploits Markets2017

    • Author(s)
      Mingyu Guo,Hideaki Hata,Ali Babar
    • Organizer
      20th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Using High-Rising Cities to Visualize Performance in Real-Time2017

    • Author(s)
      Katsuya Ogami,Raula Gaikovina Kula,Hideaki Hata,Takashi Ishio,Kenichi Matsumoto
    • Organizer
      5th IEEE Working Conference on Software Visualization (VISSOFT 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Bug or Not? Bug Report Classification using N-Gram IDF2017

    • Author(s)
      Pannavat Terdchanakul,Hideaki Hata,Passakorn Phannachitta,Kenichi Matsumoto
    • Organizer
      33rd IEEE International Conference on Software Maintenance and Evolution (ICSME 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] OSSに寄付をすべきか?統計的因果推論による寄付バッジの効果分析2017

    • Author(s)
      中才恵太朗, 畑秀明, 角田雅照, 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2017 (SES2017)
    • Related Report
      2017 Annual Research Report
  • [Presentation] GitHubにおける言語ごとのビルドファイルの更新理由調査2017

    • Author(s)
      鐘ヶ江由佳,玉田春昭,畑秀明
    • Organizer
      研究報告ソフトウェア工学(SE)
    • Related Report
      2017 Annual Research Report
  • [Presentation] Codosseum: OSSプロジェクトモニタリングWebサービス2017

    • Author(s)
      上村恭平,中才恵太朗,大神勝也,畑秀明,一ノ瀬智浩,松本健一,飯田元
    • Organizer
      日本ソフトウェア科学会第34回大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Rocat on Kataribe: Code Visualization for Communities2016

    • Author(s)
      Tomohiro Ichinose, Kyohei Uemura, Daiki Tanaka, Hideaki Hata, Hajimu Iida, and Kenichi Matsumoto
    • Organizer
      4th International Conference on Applied Computing and Information Technology (ACIT 2016)
    • Place of Presentation
      Las Vegas, USA
    • Year and Date
      2016-12-12
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] オープンソースソフトウェアにおける寄付の分析2016

    • Author(s)
      中才恵太朗, 尾上紗野, 畑秀明, 松本健一
    • Organizer
      情報処理学会 研究報告ソフトウェア工学
    • Place of Presentation
      長良川国際会議場(岐阜県岐阜市)
    • Year and Date
      2016-11-17
    • Related Report
      2016 Annual Research Report
  • [Presentation] 3次元空間におけるプログラムの動的可視化2016

    • Author(s)
      大神勝也, 中川尊雄, 畑秀明, 松本健一
    • Organizer
      情報処理学会 研究報告ソフトウェア工学
    • Place of Presentation
      長良川国際会議場(岐阜県岐阜市)
    • Year and Date
      2016-11-17
    • Related Report
      2016 Annual Research Report
  • [Presentation] オンラインジャッジの履歴を対象としたプログラマの成長分析2016

    • Author(s)
      則行祐作, 中川尊雄, 畑秀明, 松本健一
    • Organizer
      電子情報通信学会技術研究報告 ソフトウェアサイエンス
    • Place of Presentation
      彦根勤労福祉会館(滋賀県彦根市)
    • Year and Date
      2016-10-27
    • Related Report
      2016 Annual Research Report
  • [Presentation] Eyenav: Gaze-Based Code Navigation2016

    • Author(s)
      Stevche Radevski, Hideaki Hata, and Kenichi Matsumoto
    • Organizer
      9th Nordic Conference on Human-Computer Interaction (NordiCHI 2016)
    • Place of Presentation
      Gothenburg, Sweden
    • Year and Date
      2016-10-25
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] プログラミング学習者向けソースコード提示システム: TAMBA2016

    • Author(s)
      中川尊雄, 藤原新, 畑秀明, 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2016 (SES2016)
    • Place of Presentation
      東洋大学(東京都文京区)
    • Year and Date
      2016-09-01
    • Related Report
      2016 Annual Research Report
  • [Presentation] Revenue Maximizing Markets for Zero-Day Exploits2016

    • Author(s)
      Mingyu Guo, Hideaki Hata, and Ali Babar
    • Organizer
      19th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2016)
    • Place of Presentation
      Phuket, Thailand
    • Year and Date
      2016-08-22
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Hosting Service of Multi-Language Historage Repositories2016

    • Author(s)
      Kyohei Uemura, Yusuke Saito, Shin Fujiwara, Daiki Tanaka, Kenji Fujiwara, Hideaki Hata, Hajimu Iida, and Kenichi Matsumoto
    • Organizer
      15th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2016)
    • Place of Presentation
      Okayama, Japan
    • Year and Date
      2016-06-27
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Remarks] Codosseum

    • URL

      http://codosseum.naist.jp/

    • Related Report
      2017 Annual Research Report
  • [Patent(Industrial Property Rights)] 車両共用サービス円滑化システム及び方法2019

    • Inventor(s)
      畑秀明、松本健一
    • Industrial Property Rights Holder
      畑秀明、松本健一
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2019-106532
    • Filing Date
      2019
    • Related Report
      2019 Annual Research Report
  • [Funded Workshop] 9th International Workshop on Empirical Software Engineering in Practice (IWESEP2018)2018

    • Related Report
      2018 Annual Research Report

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Published: 2016-04-21   Modified: 2021-02-19  

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