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A Social Developer Digital Footprint for Skills Proficiency

Research Project

Project/Area Number 20K19774
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 60050:Software-related
Research InstitutionNara Institute of Science and Technology

Principal Investigator

Kula Raula Gaikovina  奈良先端科学技術大学院大学, 先端科学技術研究科, 准教授 (80749094)

Project Period (FY) 2020-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2023: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2022: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2021: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2020: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
KeywordsCoding Proficiency / Software Engineering / pythonic competency / empirical studies / coding competency / repository mining / protestware / newcomer candidate / proficiency skills / conformance patterns / pythonic code / Social Digital Footprint / Repository Mining / Skills Proficiency / Social Developer / Software Ecosystems
Outline of Research at the Start

The applicant proposes a framework to leverage a social developer digital footprint trails of evidence on the Internet, to measure skills proficiency. Contributions benefit developer social status by protecting privacy and provide insights on how developers contribute sustainable software.

Outline of Final Research Achievements

The PI proposes a framework to leverage a social developer digital footprintto measure skills proficiency. Achievements include a tool to detect idiomatic code and a framework to measure proficiency. Finally, ecosystem of projects were collected to further the research.

Academic Significance and Societal Importance of the Research Achievements

The research generated a framework for measuring code proficiency and idiomatic usage. The research has resulted in several collaborations between two countries (i.e., Spain (Universidad Rey Juan Carlos) and Thailand (Mahidol University, Kasetsart University)) with Japan.

Report

(5 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Research-status Report
  • 2021 Research-status Report
  • 2020 Research-status Report
  • Research Products

    (53 results)

All 2023 2022 2021 2020 Other

All Int'l Joint Research (7 results) Journal Article (34 results) (of which Int'l Joint Research: 30 results,  Peer Reviewed: 33 results,  Open Access: 17 results) Presentation (12 results) (of which Int'l Joint Research: 1 results,  Invited: 1 results)

  • [Int'l Joint Research] Ecole de technologie suprieure/University of Waterloo/University of McGill(カナダ)

    • Related Report
      2021 Research-status Report
  • [Int'l Joint Research] University of Adelaide/University of Melbourne(オーストラリア)

    • Related Report
      2021 Research-status Report
  • [Int'l Joint Research] Universidad Rey Juan Carlos(スペイン)

    • Related Report
      2021 Research-status Report
  • [Int'l Joint Research] Mahidol University/Kasetsart University(タイ)

    • Related Report
      2021 Research-status Report
  • [Int'l Joint Research] Ecole de technologie suprieure/University of Waterloo/University of McGill(カナダ)

    • Related Report
      2020 Research-status Report
  • [Int'l Joint Research] University of Adelaide/University of Melbourne(オーストラリア)

    • Related Report
      2020 Research-status Report
  • [Int'l Joint Research] Mahidol University(タイ)

    • Related Report
      2020 Research-status Report
  • [Journal Article] An Empirical Study of Package Management Issues via Stack Overflow2023

    • Author(s)
      ISLAM Syful、GAIKOVINA KULA Raula、TREUDE Christoph、CHINTHANET Bodin、ISHIO Takashi、MATSUMOTO Kenichi
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E106.D Issue: 2 Pages: 138-147

    • DOI

      10.1587/transinf.2022MPP0001

    • ISSN
      0916-8532, 1745-1361
    • Year and Date
      2023-02-01
    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Do Developers Present Proficient Code Snippets in Their README Files? An Analysis of PyPI Libraries in GitHub2023

    • Author(s)
      Sitthithanasakul Supavas、Chinthanet Bodin、Kula Raula Gaikovina、Netsiwawichian Natthakit、Leelaprute Pattara、Manaskasemsak Bundit、Rungsawang Arnon、Matsumoto Kenichi
    • Journal Title

      Journal of Information Processing

      Volume: 31 Issue: 0 Pages: 679-688

    • DOI

      10.2197/ipsjjip.31.679

    • ISSN
      1882-6652
    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] When Conversations Turn Into Work: A Taxonomy of Converted Discussions and Issues in GitHub2023

    • Author(s)
      Dong Wang, Masanari Kondo, Yasutaka Kamei, Raula Gaikovina Kula, Naoyasu Ubayashi
    • Journal Title

      Empirical Software Engineering Journal

      Volume: 28 Issue: 6 Pages: 1-30

    • DOI

      10.1007/s10664-023-10366-z

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] 18 million links in commit messages: purpose, evolution, and decay2023

    • Author(s)
      Xiao Tao、Baltes Sebastian、Hata Hideaki、Treude Christoph、Kula Raula Gaikovina、Ishio Takashi、Matsumoto Kenichi
    • Journal Title

      Empirical Software Engineering

      Volume: 28 Issue: 4 Pages: 1-29

    • DOI

      10.1007/s10664-023-10325-8

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Understanding the role of external pull requests in the NPM ecosystem2023

    • Author(s)
      Maeprasart Vittunyuta、Wattanakriengkrai Supatsara、Kula Raula Gaikovina、Treude Christoph、Matsumoto Kenichi
    • Journal Title

      Empirical Software Engineering

      Volume: 28 Issue: 4

    • DOI

      10.1007/s10664-023-10315-w

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] More than React: Investigating the Role of Emoji Reaction in GitHub Pull Requests2023

    • Author(s)
      Wang Dong、Xiao Tao、Son Teyon、Kula Raula Gaikovina、Ishio Takashi、Kamei Yasutaka、Matsumoto Kenichi
    • Journal Title

      Empirical Software Engineering

      Volume: 28 Issue: 5

    • DOI

      10.1007/s10664-023-10336-5

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Intertwining Communities: Exploring Libraries that Cross Software Ecosystems2023

    • Author(s)
      Kannee Kanchanok、Kula Raula Gaikovina、Wattanakriengkrai Supatsara、Matsumoto Kenichi
    • Journal Title

      IEEE 20th International Conference on Mining Software Repositories

      Volume: - Pages: 518-522

    • DOI

      10.1109/msr59073.2023.00077

    • Related Report
      2023 Annual Research Report
  • [Journal Article] Giving Back: Contributions Congruent to Library Dependency Changes in a Software Ecosystem2023

    • Author(s)
      Wattanakriengkrai Supatsara、Wang Dong、Kula Raula Gaikovina、Treude Christoph、Thongtanunam Patanamon、Ishio Takashi、Matsumoto Kenichi
    • Journal Title

      IEEE Transactions on Software Engineering

      Volume: 49 Issue: 4 Pages: 2566-2579

    • DOI

      10.1109/tse.2022.3225197

    • Related Report
      2022 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] An Exploration of npm Package Co-Usage Examples from Stack Overflow: A Case Study2022

    • Author(s)
      ISLAM Syful、WANG Dong、GAIKOVINA KULA Raula、ISHIO Takashi、MATSUMOTO Kenichi
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E105.D Issue: 1 Pages: 11-18

    • DOI

      10.1587/transinf.2021MPP0003

    • NAID

      130008138846

    • ISSN
      0916-8532, 1745-1361
    • Year and Date
      2022-01-01
    • Related Report
      2022 Research-status Report 2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] SōjiTantei: Function-Call Reachability Detection of Vulnerable Code for npm Packages2022

    • Author(s)
      Bodin Chinthanet, Raula Gaikovina Kula, Rodrigo Eliza Zapata, Takashi Ishio, Kenichi Matsumoto, Akinori Ihara
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E105.D Issue: 1 Pages: 19-20

    • DOI

      10.1587/transinf.2021MPL0001

    • NAID

      130008138808

    • ISSN
      0916-8532, 1745-1361
    • Year and Date
      2022-01-01
    • Related Report
      2022 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Newcomer OSS-Candidates: Characterizing Contributions of Novice Developers to GitHub2022

    • Author(s)
      Rehman Ifraz、Wang Dong、Kula Raula Gaikovina、Ishio Takashi、Matsumoto Kenichi
    • Journal Title

      Empirical Software Engineering

      Volume: 27 Issue: 5

    • DOI

      10.1007/s10664-022-10163-0

    • Related Report
      2022 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] GitHub repositories with links to academic papers: Public access, traceability, and evolution2022

    • Author(s)
      Wattanakriengkrai Supatsara、Chinthanet Bodin、Hata Hideaki、Kula Raula Gaikovina、Treude Christoph、Guo Jin、Matsumoto Kenichi
    • Journal Title

      Journal of Systems and Software

      Volume: 183 Pages: 111117-111117

    • DOI

      10.1016/j.jss.2021.111117

    • Related Report
      2022 Research-status Report 2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Does Coding in Pythonic Zen Peak Performance? Preliminary Experiments of Nine Pythonic Idioms at Scale2022

    • Author(s)
      Pattara Leelaprute, CHINTHANET BODIN, Supatsara Wattanakriengkrai, Raula Gaikovina Kula, Pongchai Jaisri, Takashi Ishio
    • Journal Title

      International Conference on Program Comprehension (ICPC 2022), IEEE/ACM

      Volume: -

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Python Competency Level through Code Analysis2022

    • Author(s)
      Gregorio Robles, Raula Gaikovina Kula, Chaiyong Ragkhitwetsagul, Tattiya Sakulniwat, Kenichi Matsumoto, Jesus M. Gonzalez-Barahona
    • Journal Title

      International Conference on Program Comprehension (ICPC 2022), IEEE ACM,

      Volume: -

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] GitHub Discussions: An exploratory study of early adoption2021

    • Author(s)
      Hata Hideaki、Novielli Nicole、Baltes Sebastian、Kula Raula Gaikovina、Treude Christoph
    • Journal Title

      Empirical Software Engineering

      Volume: 27 Issue: 1

    • DOI

      10.1007/s10664-021-10058-6

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] How are project-specific forums utilized? A study of participation, content, and sentiment in the Eclipse ecosystem2021

    • Author(s)
      Nugroho Yusuf Sulistyo、Islam Syful、Nakasai Keitaro、Rehman Ifraz、Hata Hideaki、Kula Raula Gaikovina、Nagappan Meiyappan、Matsumoto Kenichi
    • Journal Title

      Empirical Software Engineering

      Volume: 26 Issue: 6

    • DOI

      10.1007/s10664-021-10032-2

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Characterizing and Mitigating Self-Admitted Technical Debt in Build Systems2021

    • Author(s)
      Xiao Tao、Wang Dong、Mcintosh Shane、Hata Hideaki、Kula Raula Gaikovina、Ishio Takashi、Matsumoto Kenichi
    • Journal Title

      IEEE Transactions on Software Engineering

      Volume: - Issue: 10 Pages: 1-1

    • DOI

      10.1109/tse.2021.3115772

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Challenges for Inclusion in Software Engineering: The Case of the Emerging Papua New Guinean Society2021

    • Author(s)
      Kula Raula Gaikovina、Treude Christoph、Hata Hideaki、Baltes Sebastian、Steinmacher Igor、Gerosa Marco Aurelio、Kula Amini Winifred
    • Journal Title

      IEEE Software

      Volume: 39 Issue: 3 Pages: 67-76

    • DOI

      10.1109/ms.2021.3098116

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Understanding shared links and their intentions to meet information needs in modern code review:2021

    • Author(s)
      Wang Dong、Xiao Tao、Thongtanunam Patanamon、Kula Raula Gaikovina、Matsumoto Kenichi
    • Journal Title

      Empirical Software Engineering

      Volume: 26 Issue: 5

    • DOI

      10.1007/s10664-021-09997-x

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Automatic patch linkage detection in code review using textual content and file location features2021

    • Author(s)
      Wang Dong、Kula Raula Gaikovina、Ishio Takashi、Matsumoto Kenichi
    • Journal Title

      Information and Software Technology

      Volume: 139 Pages: 106637-106637

    • DOI

      10.1016/j.infsof.2021.106637

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Can we benchmark Code Review studies? A systematic mapping study of methodology, dataset, and metric2021

    • Author(s)
      Wang Dong、Ueda Yuki、Kula Raula Gaikovina、Ishio Takashi、Matsumoto Kenichi
    • Journal Title

      Journal of Systems and Software

      Volume: 180 Pages: 111009-111009

    • DOI

      10.1016/j.jss.2021.111009

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Interactive ChatBots for Software Engineering: A Case Study of Code Reviewer Recommendation2021

    • Author(s)
      Assavakamhaenghan Noppadol、Kula Raula Gaikovina、Matsumoto Kenichi
    • Journal Title

      2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)

      Volume: - Pages: 262-266

    • DOI

      10.1109/snpd51163.2021.9704950

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Which Dependency was Updated? Exploring Who Changes Dependencies in npm packages2021

    • Author(s)
      Maeprasart Vittunyuta、Ikegami Ayano、Kula Raula Gaikovina、Matsumoto Kenichi
    • Journal Title

      2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)

      Volume: - Pages: 258-261

    • DOI

      10.1109/snpd51163.2021.9704933

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] More than React: Investigating The Role of Emoji Reaction in GitHub Pull Requests2021

    • Author(s)
      Teyon Son, Tao Xiao, Dong Wang, Raula Gaikovina Kula, Takashi Ishio, Kenichi Matsumoto
    • Journal Title

      IEEE International Conference on Software Maintenance and Evolution

      Volume: -

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Contrasting Third-Party Package Management User Experience2021

    • Author(s)
      Islam Syful、Kula Raula Gaikovina、Treude Christoph、Chinthanet Bodin、Ishio Takashi、Matsumoto Kenichi
    • Journal Title

      IEEE International Conference on Software Maintenance and Evolution

      Volume: - Pages: 664-668

    • DOI

      10.1109/icsme52107.2021.00077

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Same File, Different Changes: The Potential of Meta-Maintenance on GitHub2021

    • Author(s)
      Hata Hideaki、Kula Raula Gaikovina、Ishio Takashi、Treude Christoph
    • Journal Title

      IEEE/ACM 43rd International Conference on Software Engineering (ICSE)

      Volume: - Pages: 773-784

    • DOI

      10.1109/icse43902.2021.00076

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Lags in the release, adoption, and propagation of npm vulnerability fixes2021

    • Author(s)
      Chinthanet Bodin、Kula Raula Gaikovina、McIntosh Shane、Ishio Takashi、Ihara Akinori、Matsumoto Kenichi
    • Journal Title

      Empirical Software Engineering

      Volume: 26 Issue: 3 Pages: 1-28

    • DOI

      10.1007/s10664-021-09951-x

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] WhoReview: A multi-objective search-based approach for code reviewers recommendation in modern code review2021

    • Author(s)
      Chouchen Moataz、Ouni Ali、Mkaouer Mohamed Wiem、Kula Raula Gaikovina、Inoue Katsuro
    • Journal Title

      Applied Soft Computing

      Volume: 100 Pages: 106908-106908

    • DOI

      10.1016/j.asoc.2020.106908

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Anti-patterns in Modern Code Review: Symptoms and Prevalence2021

    • Author(s)
      Moataz Chouchen,Ali Ouni,Raula Gaikovina Kula,Dong Wang,Patanamon Thongtanunam,Mohamed Wiem Mkaouer,Kenichi Matsumoto
    • Journal Title

      International Conference on Software Analysis, Evolution and Reengineering

      Volume: - Pages: 531-535

    • DOI

      10.1109/saner50967.2021.00060

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Analyzing First Contributions on GitHub: What do Newcomers do2020

    • Author(s)
      Subramanian Vikram N.、Rehman Ifraz、Nagappan Meiyappan、Kula Raula Gaikovina
    • Journal Title

      IEEE Software

      Volume: - Issue: 1 Pages: 93-101

    • DOI

      10.1109/ms.2020.3041241

    • Related Report
      2022 Research-status Report 2021 Research-status Report 2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Teddy: Automatic Recommendation of Pythonic Idiom Usage For Pull-Based Software Projects2020

    • Author(s)
      Phan-udom Purit、Wattanakul Naruedon、Sakulniwat Tattiya、Ragkhitwetsagul Chaiyong、Sunetnanta Thanwadee、Choetkiertikul Morakot、Kula Raula Gaikovina
    • Journal Title

      International Conference on Software Maintenance and Evolution

      Volume: 36 Pages: 806-809

    • DOI

      10.1109/icsme46990.2020.00098

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Newcomer Candidate: Characterizing Contributions of a Novice Developer to GitHub2020

    • Author(s)
      Rehman Ifraz、Wang Dong、Kula Raula Gaikovina、Ishio Takashi、Matsumoto Kenichi
    • Journal Title

      International Conference on Software Maintenance and Evolution

      Volume: 36 Pages: 855-855

    • DOI

      10.1109/icsme46990.2020.00110

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Code-based vulnerability detection in Node.js applications2020

    • Author(s)
      Chinthanet Bodin、Ponta Serena Elisa、Plate Henrik、Sabetta Antonino、Kula Raula Gaikovina、Ishio Takashi、Matsumoto Kenichi
    • Journal Title

      Automated Software Engineering

      Volume: 35 Pages: 1199-1203

    • DOI

      10.1145/3324884.3421838

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Recommending peer reviewers in modern code review2020

    • Author(s)
      Chouchen Motaz、Ouni Ali、Mkaouer Mohamed Wiem、Kula Raula Gaikovina、Inoue Katsuro
    • Journal Title

      Genetic and Evolutionary Computation Conference Companion

      Volume: - Pages: 307-308

    • DOI

      10.1145/3377929.3390057

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] Intertwining Communities: Exploring Libraries that Cross Software Ecosystems2023

    • Author(s)
      Raula Gaikovina Kula
    • Organizer
      IEEE 20th International Conference on Mining Software Repositories
    • Related Report
      2023 Annual Research Report
  • [Presentation] Reusing My Own Code: Preliminary Results for Competitive Coding in Jupyter Notebooks2022

    • Author(s)
      Natanon Ritta, Tasha Settewong, Raula Gaikovina Kula, Chaiyong Rakhitwetsagul, Thanwadee Sunetnanta, Kenichi Matsumoto
    • Organizer
      29th Asia-Pacific Software Engineering Conference (APSEC 2022)
    • Related Report
      2022 Research-status Report
  • [Presentation] Why Visualize Competitive Code? Preliminary Categories for Jupyter Notebooks2022

    • Author(s)
      Tasha Settewong, Natanon Ritta, Raula Gaikovina Kula, Chaiyong Rakhitwetsagul, Thanwadee Sunetnanta, Kenichi Matsumoto
    • Organizer
      29th Asia-Pacific Software Engineering Conference (APSEC 2022)
    • Related Report
      2022 Research-status Report
  • [Presentation] Visualizing Contributor Code Competency for PyPI Libraries: Preliminary Results2022

    • Author(s)
      Indira Febriyanti, Raula Gaikovina Kula, Ruksit Rojpaisarnkit, Kanchanok Kannee, Yusuf Sulistyo Nugroho, Kenichi Matsumoto
    • Organizer
      29th Asia-Pacific Software Engineering Conference (APSEC 2022)
    • Related Report
      2022 Research-status Report
  • [Presentation] In War and Peace: The Impact of World Politics on Software Ecosystems2022

    • Author(s)
      Raula Gaikovina Kula, Christoph Treude
    • Organizer
      ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering
    • Related Report
      2022 Research-status Report
  • [Presentation] V-Achilles: An Interactive Visualization of Transitive Security Vulnerabilities2022

    • Author(s)
      Vipawan Jarukitpipat, Klinton Chhun, Wachirayana Wanprasert, Chaiyong Ragkhitwetsagul, Morakot Choetkiertikul, Thanwadee Sunetnanta, Raula Gaikovina Kula, CHINTHANET BODIN, Takashi Ishio, Kenichi Matsumoto
    • Organizer
      37th IEEE/ACM International Conference on Automated Software Engineering
    • Related Report
      2022 Research-status Report
  • [Presentation] Bug-Fix Variants: Visualizing Unique Source Code Changes across GitHub Forks2022

    • Author(s)
      Daigo Imamura, Takashi Ishio, Raula Gaikovina Kula, Kenichi Matsumoto
    • Organizer
      10th IEEE Working Conference on Software Visualization
    • Related Report
      2022 Research-status Report
  • [Presentation] An Empirical Evaluation of Competitive Programming AI: A Case Study of AlphaCode,2022

    • Author(s)
      Sila Lertbanjongngam, CHINTHANET BODIN, Takashi Ishio, Raula Gaikovina Kula, Pattara Leelaprute, Bundit Manaskasemsak, Arnon Rungsawang, Kenichi Matsumoto
    • Organizer
      International Workshop on Software Clones
    • Related Report
      2022 Research-status Report
  • [Presentation] On the Use of Refactoring in Security Vulnerability Fixes: An Exploratory Study on Maven Libraries2022

    • Author(s)
      Ayano Ikegami, Raula Gaikovina Kula, CHINTHANET BODIN, Vittunyuta Maeprasart, Ali Ouni, Takashi Ishio, Kenichi Matsumoto
    • Organizer
      The International Conference on Evaluation and Assessment in Software Engineering
    • Related Report
      2022 Research-status Report
  • [Presentation] Does Coding in Pythonic Zen Peak Performance? Preliminary Experiments of Nine Pythonic Idioms at Scale2022

    • Author(s)
      Pattara Leelaprute, CHINTHANET BODIN, Supatsara Wattanakriengkrai, Raula Gaikovina Kula, Pongchai Jaisri, Takashi Ishio
    • Organizer
      International Conference on Program Comprehension (ICPC 2022)
    • Related Report
      2022 Research-status Report
  • [Presentation] pycefr: Python Competency Level through Code Analysis2022

    • Author(s)
      Gregorio Robles, Raula Gaikovina Kula, Chaiyong Ragkhitwetsagul, Tattiya Sakulniwat, Kenichi Matsumoto, Jesus M. Gonzalez-Barahona
    • Organizer
      International Conference on Program Comprehension (ICPC 2022), IEEE ACM
    • Related Report
      2022 Research-status Report
  • [Presentation] To Sustain a Smart, Dependent and Social Software Ecosystem (Mini-Keynote)2021

    • Author(s)
      Raula Gaikovina Kula
    • Organizer
      2021 Mining Software Repositories Conference
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research / Invited

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Published: 2020-04-28   Modified: 2025-01-30  

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