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2013 Fiscal Year Final Research Report

A massively distributed technical framework that support crowd-sourcing and collective intelligence formation in software development

Research Project

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Project/Area Number 23300009
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Software
Research InstitutionNara Institute of Science and Technology

Principal Investigator

MATSUMOTO Kenichi  奈良先端科学技術大学院大学, 情報科学研究科, 教授 (70219492)

Co-Investigator(Kenkyū-buntansha) NAKAMURA Masahide  神戸大学, 大学院・システム情報学研究科, 准教授 (30324859)
MIZUNO Osamu  京都工芸繊維大学, 工芸科学研究科, 准教授 (60314407)
MORISAKI Shuji  名古屋大学, 大学院・情報科学研究科, 准教授 (50423249)
OHIRA Masao  和歌山大学, システム工学部, 准教授 (70379600)
Co-Investigator(Renkei-kenkyūsha) MONDEN Akito  奈良先端科学技術大学院大学, 情報科学研究科, 准教授 (80311786)
Project Period (FY) 2011-04-01 – 2014-03-31
Keywordsソフトウェア開発効率化・安定化 / ソフトコンピューティング / 情報システム / 可視化 / 言語グリッド / オフショア開発
Research Abstract

In this research, we proposed a massively distributed technical framework that support crowd-sourcing and collective intelligence formation in software development. In the crowd-sourcing, software development tasks are outsourced to many unspecified individuals by the Internet technology. The proposed platform consists of two platforms for supporting a multilingual communication and intelligence formation, and for supporting lightweight & massive PDCA cycle execution. Experimental results showed that these sub-platforms have validity and usefulness in terms of supporting the crowd-sourcing and collective intelligence formation in software development. The proposed framework will realize a new massively distributed software development carried by many individuals connected through the Internet technology, and bring risk reduction and quality improvement in software development, by deconstructing the existing multi-layered subcontract system in software development.

  • Research Products

    (45 results)

All 2014 2013 2012 2011

All Journal Article (17 results) (of which Peer Reviewed: 17 results) Presentation (27 results) Book (1 results)

  • [Journal Article] Adaptive search framework : Better search result for community2014

    • Author(s)
      Papon Yongpisanpon, Masao Ohira, Akinori Ihara, Kenichi Matsumoto
    • Journal Title

      Journal ofthe Infosocionomics Society

      Volume: Vol.9, No.1 Pages: 29-43

    • Peer Reviewed
  • [Journal Article] ソフトウェア品質の第三者評価における探索的データ解析ツールの利用とその効果 : OSSデータを対象とした検証実験2014

    • Author(s)
      大平雅雄, 伊原彰紀, 中野大輔, 松本健一
    • Journal Title

      SEC Journal

      Volume: Vol.10, No.1 Pages: 24-31

    • Peer Reviewed
  • [Journal Article] Studying re-opened bugs in open source software2013

    • Author(s)
      Emad Shihab, Akinori Ihara, Yasutaka Kamei, Walid M. Ibrahim, Masao Ohira, Bram Adams, Ahmed E. Hassan, Ken-ichi Matsumoto
    • Journal Title

      Empirical Software Engineering

      Volume: Vol.18, No.5 Pages: 1005-1042

    • DOI

      10.1007/s10664-012-9228-6

    • Peer Reviewed
  • [Journal Article] A metric to detect fault-prone software modules using text classifier2013

    • Author(s)
      Osamu Mizuno, Hideaki Hata
    • Journal Title

      Journal of Reliability and Safety

      Volume: Vol.7, No.1 Pages: 17-31

    • Peer Reviewed
  • [Journal Article] 重回帰分析とプロジェクト類似性を用いたハイブリッド工数見積もり方法の提案2013

    • Author(s)
      戸田航史, 角田雅照, 門田暁人, 松本健一
    • Journal Title

      コンピュータソフトウェア

      Volume: Vol.30, No.2 Pages: 227-232

    • Peer Reviewed
  • [Journal Article] OSS 開発における不具合割当パターンに着目した不具合修正時間の予測2013

    • Author(s)
      正木仁, 大平雅雄, 伊原彰紀, 松本健一
    • Journal Title

      情報処理学会論文誌

      Volume: Vol.54, No.2 Pages: 933-944

    • Peer Reviewed
  • [Journal Article] Good or bad committers? - A case study of committer's activities on the Eclipse's bug fixing process2012

    • Author(s)
      Anakorn Jongyindee, Masao Ohira, Akinori Ihara, Ken-ichi Matsumoto
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: Vol.E95-D, No.9 Pages: 2202-2210

    • Peer Reviewed
  • [Journal Article] An algorithm for gradual patch acceptance detection in open source software repository mining2012

    • Author(s)
      Passakorn Phannachitta, Akinori Ihara, Pijak Jirapiwong, Masao Ohira, Ken-ichi Matsumoto
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: Vol.E95-A, No.9 Pages: 1478-1489

    • Peer Reviewed
  • [Journal Article] 開発履歴メトリクスを用いた細粒度なFault-proneモジュール予測2012

    • Author(s)
      畑秀明, 水野修, 菊野亨
    • Journal Title

      情報処理学会論文誌

      Volume: Vol.53, No.6 Pages: 1635-1643

    • Peer Reviewed
  • [Journal Article] Can faulty modules be predicted by warning messages of static code analyzer?2012

    • Author(s)
      Osamu Mizuno, Michi Nakai
    • Journal Title

      Advances in Software Engineering

      Volume: Vol.2012, No.924923 Pages: 8

    • DOI

      10.1155/2012/924923

    • Peer Reviewed
  • [Journal Article] ソースコード差分のレビューにおける所要時間とレビューアの経験が指摘レベルに与える影響の分析2012

    • Author(s)
      森崎修司, 田口雅裕, 松本健一
    • Journal Title

      コンピュータソフトウェア

      Volume: Vol.29, No.4 Pages: 74-80

    • Peer Reviewed
  • [Journal Article] 目視評価と判別モデルを組み合わせたfault-proneモジュールのランク付け手法2012

    • Author(s)
      笠井則充, 森崎修司, 松本健一
    • Journal Title

      情報処理学会論文誌

      Volume: Vol.53, No.9 Pages: 2279-2290

    • Peer Reviewed
  • [Journal Article] 過去の不具合の修正工数を考慮したソフトウェアレビュー手法2012

    • Author(s)
      森崎修司, 久保匡, 荻野利彦, 阪本太志, 山田淳
    • Journal Title

      電子情報通信学会論文誌D

      Volume: Vol.J95-D, No.8 Pages: 1623-1632

    • Peer Reviewed
  • [Journal Article] オフショアソフトウェア開発における異言語文書理解支援システム2012

    • Author(s)
      程祥瑞, 柗本真佑, 中村匡秀
    • Journal Title

      Journal of Asia-Pacific Association for Machine Translation (AAMT Journal)

      Volume: Vol.51 Pages: 33-41

    • Peer Reviewed
  • [Journal Article] OSSプロジェクトにおける開発者の活動量を用いたコミッター候補者予測2012

    • Author(s)
      伊原彰紀, 亀井靖高, 大平雅雄, 松本健一, 鵜林尚靖
    • Journal Title

      電子情報通信学会論文誌

      Volume: Vol.J95-D, No.2 Pages: 237-249

    • Peer Reviewed
  • [Journal Article] OSS開発における不具合修正プロセスの現状と課題 : 不具合修正時間の短縮化へ向けた分析2011

    • Author(s)
      伊原彰紀, 大平雅雄, 松本健一
    • Journal Title

      情報社会学会誌

      Volume: Vol.6, No.2 Pages: 1-12

    • Peer Reviewed
  • [Journal Article] グローバル環境下におけるOSS開発者の情報交換に対する時差の影響2011

    • Author(s)
      亀井靖高, 大平雅雄, 伊原彰紀, 小山貴和子, 柗本真佑, 松本健一, 鵜林尚靖
    • Journal Title

      情報社会学会誌

      Volume: Vol.6 , No.2 Pages: 13-30

    • Peer Reviewed
  • [Presentation] ソフトウェア開発データあれこれ2014

    • Author(s)
      門田暁人
    • Organizer
      ウィンターワークショップ2014イン大洗
    • Place of Presentation
      茨城県茨城郡大洗町, 日本
    • Year and Date
      20140123-24
  • [Presentation] Fault-prone module prediction using a prediction model and manual inspection2013

    • Author(s)
      Norimitsu Kasai, Shuji Morisaki, Kenichi Matsumoto
    • Organizer
      20th Asia Pacific Software Engineering Conference
    • Place of Presentation
      Bangkok, Thailand
    • Year and Date
      20131202-05
  • [Presentation] Improving analogy-based software cost estimation through probabilistic-based similarity measures2013

    • Author(s)
      Passakorn Phannachitta, Jacky Wai Keung, Akito Monden, Ken-ichi Matsumoto
    • Organizer
      20th Asia Pacific Software Engineering Conference (APSEC2013)
    • Place of Presentation
      Bangkok, Thailand
    • Year and Date
      20131202-05
  • [Presentation] ソフトウェア開発企業における開発タスクの自動計測2013

    • Author(s)
      門田暁人, 上野秀剛, 荒木健史, 山田欣吾, 松本健一
    • Organizer
      ソフトウェア工学の基礎ワークショップ(FOSE2013)
    • Place of Presentation
      加賀, 日本
    • Year and Date
      20131128-30
  • [Presentation] ソフトウェア開発行動記録システムTaskPitの開発現場への適用2013

    • Author(s)
      門田暁人
    • Organizer
      ソフトウェアエンジニアリングシンポジウム2013ワークショップ
    • Place of Presentation
      東京, 日本
    • Year and Date
      20130909-11
  • [Presentation] On effects of tokens in source code to accuracy of fault-prone module prediction2013

    • Author(s)
      Osamu Mizuno
    • Organizer
      17th International Computer Science and Engineering Conference (ICSEC2013)
    • Place of Presentation
      Bangkok, Thailand
    • Year and Date
      20130904-09
  • [Presentation] Visualizing software metrics with service-oriented mining software repository for reviewing personal process2013

    • Author(s)
      Yasutaka Sakamoto, Shinsuke Matsumoto, Masahide Nakamura
    • Organizer
      14th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2013)
    • Place of Presentation
      Honolulu, USA
    • Year and Date
      20130701-03
  • [Presentation] A new perspective on the socialness in bug Triaging : A case study of the Eclipse platform project2013

    • Author(s)
      Masao Ohira
    • Organizer
      5th International Workshop on Social Software Engineering (SSE 2013)
    • Place of Presentation
      Saint Petersburg, Russia
    • Year and Date
      2013-08-18
  • [Presentation] Bug prediction based on fine-grained module histories2012

    • Author(s)
      Hideaki Hata, Osamu Mizuno, Tohru Kikuno
    • Organizer
      34th International Conference on Software Engineering (ICSE 2012)
    • Place of Presentation
      Zurich, Switzerland
    • Year and Date
      20120602-09
  • [Presentation] An investigation on software bug fix prediction for open source software projects -A case study on the Eclipse project -2012

    • Author(s)
      Akinori Ihara, Yasutaka Kamei, Akito Monden, Masao Ohira, Jacky Wai Keung, Naoyasu Ubayashi, Ken-ichi Matsumoto
    • Organizer
      International Workshop on Software Analysis, Testing and Applications (SATA 2012)
    • Place of Presentation
      Hong Kong, China
    • Year and Date
      2012-12-04
  • [Presentation] Predicting fault-prone modules using the length of identifiers2012

    • Author(s)
      Kimiaki Kawamoto, Osamu Mizuno
    • Organizer
      4th International Workshop on Empirical Software Engineering in Practice (IWESEP 2012)
    • Place of Presentation
      Osaka, Japan
    • Year and Date
      2012-10-26
  • [Presentation] Integrating service oriented MSR framework and Google chart tools for visualizing software evolution2012

    • Author(s)
      Yasutaka Sakamoto, Shinsuke Matsumoto, Masahide Nakamura
    • Organizer
      4th International Workshop on Empirical Software Engineering in Practice (IWESEP 2012)
    • Place of Presentation
      Osaka, Japan
    • Year and Date
      2012-10-26
  • [Presentation] The impact of bug management patterns on bug fixing : A case study of Eclipse projects2012

    • Author(s)
      Masao Ohira, Ahmed E. Hassan, Naoya Osawa, Ken-ichi Matsumoto
    • Organizer
      28th IEEE International Conference on Software Maintenance (ICSM2012)
    • Place of Presentation
      Riva del Carda, Italy
    • Year and Date
      2012-09-26
  • [Presentation] An adaptive search framework for supporting cooperative work in organizations2012

    • Author(s)
      Papon Yongpisanpop, Passakorn Phannachitta, Masao Ohira, Ken-ichi Matsumoto
    • Organizer
      10th Asia Pacific Conference on Computer Human Interaction (APCHI2012)
    • Place of Presentation
      Matsue, Japan
    • Year and Date
      2012-08-31
  • [Presentation] Lessons learned from collaborative research in software engineering : A students perspective2012

    • Author(s)
      Anakorn Jongyindee, Pattara Leelaprute, Masao Ohira, Ken-ichi Matsumoto
    • Organizer
      13 th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing
    • Place of Presentation
      Kyoto, Japan
    • Year and Date
      2012-08-10
  • [Presentation] Do long identifiers induce faults in software? A repository mining based investigation2011

    • Author(s)
      Kimiaki Kawamoto, Osamu Mizuno
    • Organizer
      22nd International Symposium on Software Reliability Engineering (ISSRE 2011)
    • Place of Presentation
      Hiroshima, Japan
    • Year and Date
      20111129-1202
  • [Presentation] OSS開発におけるコミッター選出のための開発者の活動量に関する実証的分析2011

    • Author(s)
      伊原彰紀, 藤田将司, 大平雅雄, 松本健一
    • Organizer
      ソフトウェア工学の基礎ワークショップ(FOSE2011)
    • Place of Presentation
      青森, 日本
    • Year and Date
      20111124-26
  • [Presentation] 不具合管理パターンが不具合修正に与える影響の分析2011

    • Author(s)
      大平雅雄, 大澤直哉, アハマドハッサン, 松本健一
    • Organizer
      ソフトウェア工学の基礎ワークショップ
    • Place of Presentation
      青森, 日本
    • Year and Date
      20111124-26
  • [Presentation] Good or bad committers? A case study of committers' cautiousness and the consequences on the bug fixing process in the Eclipse project2011

    • Author(s)
      Anakorn Jongyindee, Masao Ohira, Akinori Ihara, Ken-ichi Matsumoto
    • Organizer
      Joint Conference of 21 st International Workshop on Software Measurement and the 6th International Conference on Software Process and Product Measurement (IWSM/MENSURA2011)
    • Place of Presentation
      Nara, Japan
    • Year and Date
      20111102-04
  • [Presentation] An analysis of gradual patch application - A better explanation of patch acceptance2011

    • Author(s)
      Passakorn Phannachitta, Pijak Jirapiwong, Akinori Ihara, Masao Ohira, Ken-ichi Matsumoto
    • Organizer
      Joint Conference of 21 st International Workshop on Software Measurement and the 6th International Conference on Software Process and Product Measurement (IWSM/MENSURA2011)
    • Place of Presentation
      Nara, Japan
    • Year and Date
      20111102-04
  • [Presentation] Service oriented framework for mining software repository2011

    • Author(s)
      Shinsuke Matsumoto, Masahide Nakamura
    • Organizer
      Joint Conference of 21 st International Workshop on Software Measurement and the 6th International Conference on Software Process and Product Measurement (IWSM/MENSURA2011)
    • Place of Presentation
      Nara, Japan
    • Year and Date
      20111102-04
  • [Presentation] An exploratory study on the impact of usage of screenshot in software inspection recording activity2011

    • Author(s)
      Tatsuya Sasaki, Shuji Morisaki, Kenichi Matsumoto
    • Organizer
      Joint Conference of 21 st International Workshop on Software Measurement and the 6th International Conference on Software Process and Product Measurement (IWSM/MENSURA2011)
    • Place of Presentation
      Nara, Japan
    • Year and Date
      20111102-04
  • [Presentation] An approach for crowdsourcing software development2011

    • Author(s)
      Yuki Usui, Shuji Morisaki
    • Organizer
      Joint Conference of 21 st International Workshop on Software Measurement and the 6th International Conference on Software Process and Product Measurement (IWSM/MENSURA2011)
    • Place of Presentation
      Nara, Japan
    • Year and Date
      20111102-04
  • [Presentation] Source code comprehension strategies and metrics to predict comprehension effort in software maintenance and evolution tasks - An empirical study with industry practitioners2011

    • Author(s)
      Kazuki Nishizono, Shuji Morisaki, Rodrigo Vivanco, Kenichi Matsumoto
    • Organizer
      IEEE 27th International Conference on Software Maintenance (ICSM 2011)
    • Place of Presentation
      Williamsburg, USA
    • Year and Date
      20110925-1001
  • [Presentation] Adaptive search engine for organization using crowdsourcing techniques2011

    • Author(s)
      Papon Yongpisanpop, Masao Ohira, Ken-ichi Matsumoto
    • Organizer
      2011 International Computer Science and Engineering Conference (ICSEC 2011)
    • Place of Presentation
      Bangkok, Thailand
    • Year and Date
      20110907-09
  • [Presentation] Chordbook : A portable guitar chord song book using crowdsourcing techniques2011

    • Author(s)
      Chakkrit Tantithamthavorn, Papon Yongpisanpop, Masao Ohira, Arnon Rungsawang, Ken-ichi Matsumoto
    • Organizer
      2011 International Computer Science and Engineering Conference (ICSEC 2011)
    • Place of Presentation
      Bangkok, Thailand
    • Year and Date
      20110907-09
  • [Presentation] A system for information integration between development support systems2011

    • Author(s)
      Soichiro Tani, Akinori Ihara, Masao Ohira, Hidetake Uwano, Ken-ichi Matsumoto
    • Organizer
      International Workshop on Empirical Software Engineering in Practice (IWESEP2011)
    • Place of Presentation
      Nara, Japan
    • Year and Date
      2011-11-01
  • [Book] なぜ重大な問題を見逃すのか?間違いだらけの設計レビュー2013

    • Author(s)
      森崎修司
    • Total Pages
      167
    • Publisher
      日経BP

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Published: 2015-06-25  

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