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2020 年度 実施状況報告書

A Social Developer Digital Footprint for Skills Proficiency

研究課題

研究課題/領域番号 20K19774
研究機関奈良先端科学技術大学院大学

研究代表者

ラウラ ガイコビナ・クラ  奈良先端科学技術大学院大学, 先端科学技術研究科, 助教 (80749094)

研究期間 (年度) 2020-04-01 – 2024-03-31
キーワードnewcomer candidate / conformance patterns / pythonic code
研究実績の概要

Follow the schedule as outlined in the proposed, FY2020 has been the setup of our research environment and subsequent skill proficiency mining. As part of this, I have been studying the skills and expertise of newcomer developers to social coding platforms like GitHub. As such, we have successfully identified newcomer candidates to OSS projects. We have now collected over 10 million GitHub repositories. Here is a summary of achieved publications.
-Coding patterns. I have started research on pythonic coding styles to identify specific writing patterns that appear in python developer.
-Candidate Open Source newcomers. I have started looking at the skills of potential developers that are learning skills to onboard an Open Source Project
-Other social activities. I published work in the field of code review and security activities.

現在までの達成度 (区分)
現在までの達成度 (区分)

2: おおむね順調に進展している

理由

I have now collected evidence of the newcomer candidate, which is evident by the publications.

The next step is to identify and develop the digital skills footprint. I plan to analyze the social activities to analyze how this affects their skills. Furthermore, I plan to trace the social media impact of the developer. I hope to publish my results on this topic.

I have found that some of the terminology proposed has changed since the proposal, but this has no impacted the results and goal of the result.

今後の研究の推進方策

Currently, I am successfully on target to the phase of skills proficiency mining. Since data is always evolving, we still need to continuously update our datasets. In 2021, I hope to start phase of anonymizing the the digital skills footprint. Furthermore, if I can also complete this part of the research, I might start the phase of evaluating its impact on a software ecosystem.

  • 研究成果

    (11件)

すべて 2021 2020 その他

すべて 国際共同研究 (3件) 雑誌論文 (8件) (うち国際共著 8件、 査読あり 8件、 オープンアクセス 1件)

  • [国際共同研究] Ecole de technologie suprieure/University of Waterloo/University of McGill(カナダ)

    • 国名
      カナダ
    • 外国機関名
      Ecole de technologie suprieure/University of Waterloo/University of McGill
  • [国際共同研究] University of Adelaide/University of Melbourne(オーストラリア)

    • 国名
      オーストラリア
    • 外国機関名
      University of Adelaide/University of Melbourne
  • [国際共同研究] Mahidol University(タイ)

    • 国名
      タイ
    • 外国機関名
      Mahidol University
  • [雑誌論文] Lags in the release, adoption, and propagation of npm vulnerability fixes2021

    • 著者名/発表者名
      Chinthanet Bodin、Kula Raula Gaikovina、McIntosh Shane、Ishio Takashi、Ihara Akinori、Matsumoto Kenichi
    • 雑誌名

      Empirical Software Engineering

      巻: 26 ページ: -

    • DOI

      10.1007/s10664-021-09951-x

    • 査読あり / オープンアクセス / 国際共著
  • [雑誌論文] WhoReview: A multi-objective search-based approach for code reviewers recommendation in modern code review2021

    • 著者名/発表者名
      Chouchen Moataz、Ouni Ali、Mkaouer Mohamed Wiem、Kula Raula Gaikovina、Inoue Katsuro
    • 雑誌名

      Applied Soft Computing

      巻: 100 ページ: 106908~106908

    • DOI

      10.1016/j.asoc.2020.106908

    • 査読あり / 国際共著
  • [雑誌論文] Anti-patterns in Modern Code Review: Symptoms and Prevalence2021

    • 著者名/発表者名
      Moataz Chouchen,Ali Ouni,Raula Gaikovina Kula,Dong Wang,Patanamon Thongtanunam,Mohamed Wiem Mkaouer,Kenichi Matsumoto
    • 雑誌名

      International Conference on Software Analysis, Evolution and Reengineering

      巻: - ページ: 531-535

    • DOI

      10.1109/SANER50967.2021.00060

    • 査読あり / 国際共著
  • [雑誌論文] Analyzing First Contributions on GitHub: What do Newcomers do2020

    • 著者名/発表者名
      Subramanian Vikram N.、Rehman Ifraz、Nagappan Meiyappan、Kula Raula Gaikovina
    • 雑誌名

      IEEE Software

      巻: - ページ: -

    • DOI

      10.1109/MS.2020.3041241

    • 査読あり / 国際共著
  • [雑誌論文] Teddy: Automatic Recommendation of Pythonic Idiom Usage For Pull-Based Software Projects2020

    • 著者名/発表者名
      Phan-udom Purit、Wattanakul Naruedon、Sakulniwat Tattiya、Ragkhitwetsagul Chaiyong、Sunetnanta Thanwadee、Choetkiertikul Morakot、Kula Raula Gaikovina
    • 雑誌名

      International Conference on Software Maintenance and Evolution

      巻: 36 ページ: 806-809

    • DOI

      10.1109/ICSME46990.2020.00098

    • 査読あり / 国際共著
  • [雑誌論文] Newcomer Candidate: Characterizing Contributions of a Novice Developer to GitHub2020

    • 著者名/発表者名
      Rehman Ifraz、Wang Dong、Kula Raula Gaikovina、Ishio Takashi、Matsumoto Kenichi
    • 雑誌名

      International Conference on Software Maintenance and Evolution

      巻: 36 ページ: 855-855

    • DOI

      10.1109/ICSME46990.2020.00110

    • 査読あり / 国際共著
  • [雑誌論文] Code-based vulnerability detection in Node.js applications2020

    • 著者名/発表者名
      Chinthanet Bodin、Ponta Serena Elisa、Plate Henrik、Sabetta Antonino、Kula Raula Gaikovina、Ishio Takashi、Matsumoto Kenichi
    • 雑誌名

      Automated Software Engineering

      巻: 35 ページ: 1199-1203

    • DOI

      10.1145/3324884.3421838

    • 査読あり / 国際共著
  • [雑誌論文] Recommending peer reviewers in modern code review2020

    • 著者名/発表者名
      Chouchen Motaz、Ouni Ali、Mkaouer Mohamed Wiem、Kula Raula Gaikovina、Inoue Katsuro
    • 雑誌名

      Genetic and Evolutionary Computation Conference Companion

      巻: - ページ: 307-308

    • DOI

      10.1145/3377929.3390057

    • 査読あり / 国際共著

URL: 

公開日: 2021-12-27  

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