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GitHub developers use rockstars to overcome overflow of news

Published: 27 April 2013 Publication History

Abstract

Keeping track of a constantly updating stream of news items on social networking enabled software development sites may be difficult. We analyzed the actions of 544 GitHub.com developers working across 5,657 projects to examine how the network of developers and projects influence where developers choose to contribute. Our analyses revealed the existence of a group of extremely well connected developers, or rockstars. We found that these rockstars': 1) actions have a greater influence on their followers compared to regular developers, 2) type of action affect their followers differently, 3) influence on followers may depend on a project's age, 4) increased activity on a project increases activity by followers, and 5) followers use as guides to projects to work on. We discuss the implications of these findings to the design of software development environments.

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Cited By

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  • (2024)Unfolding the downloads of datasets: A multifaceted exploration of influencing factorsScientific Data10.1038/s41597-024-03591-811:1Online publication date: 11-Jul-2024
  • (2023)Climate Coach: A Dashboard for Open-Source Maintainers to Overview Community DynamicsProceedings of the 2023 CHI Conference on Human Factors in Computing Systems10.1145/3544548.3581317(1-18)Online publication date: 19-Apr-2023
  • (2020)We Are Family: Analyzing Communication in GitHub Software Repositories and Their Forks2020 IEEE 27th International Conference on Software Analysis, Evolution and Reengineering (SANER)10.1109/SANER48275.2020.9054834(59-69)Online publication date: Feb-2020
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    cover image ACM Conferences
    CHI EA '13: CHI '13 Extended Abstracts on Human Factors in Computing Systems
    April 2013
    3360 pages
    ISBN:9781450319522
    DOI:10.1145/2468356
    Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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    Publication History

    Published: 27 April 2013

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    Author Tags

    1. GitHub
    2. open source
    3. social coding
    4. social computing

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    CHI EA '13 Paper Acceptance Rate 630 of 1,963 submissions, 32%;
    Overall Acceptance Rate 6,164 of 23,696 submissions, 26%

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    Cited By

    View all
    • (2024)Unfolding the downloads of datasets: A multifaceted exploration of influencing factorsScientific Data10.1038/s41597-024-03591-811:1Online publication date: 11-Jul-2024
    • (2023)Climate Coach: A Dashboard for Open-Source Maintainers to Overview Community DynamicsProceedings of the 2023 CHI Conference on Human Factors in Computing Systems10.1145/3544548.3581317(1-18)Online publication date: 19-Apr-2023
    • (2020)We Are Family: Analyzing Communication in GitHub Software Repositories and Their Forks2020 IEEE 27th International Conference on Software Analysis, Evolution and Reengineering (SANER)10.1109/SANER48275.2020.9054834(59-69)Online publication date: Feb-2020
    • (2019)Interaction Models for Detecting Nodal Activities in Temporal Social Media NetworksACM Transactions on Management Information Systems10.1145/336553710:4(1-30)Online publication date: 18-Dec-2019
    • (2019)The Signals that Potential Contributors Look for When Choosing Open-source ProjectsProceedings of the ACM on Human-Computer Interaction10.1145/33592243:CSCW(1-29)Online publication date: 7-Nov-2019
    • (2019)On the Diversity of Software Package Popularity Metrics: An Empirical Study of npm2019 IEEE 26th International Conference on Software Analysis, Evolution and Reengineering (SANER)10.1109/SANER.2019.8667997(589-593)Online publication date: Feb-2019
    • (2019)Branch Use in Practice: A Large-Scale Empirical Study of 2,923 Projects on GitHub2019 IEEE 19th International Conference on Software Quality, Reliability and Security (QRS)10.1109/QRS.2019.00047(306-317)Online publication date: Jul-2019
    • (2019)Whom are you going to call? determinants of @-mentions in Github discussionsEmpirical Software Engineering10.1007/s10664-019-09728-324:6(3904-3932)Online publication date: 7-Jun-2019
    • (2018)Coding together in a social networkProceedings of the 9th International Conference on Social Media and Society10.1145/3217804.3217895(31-40)Online publication date: 18-Jul-2018
    • (2018)Adding sparkle to social codingProceedings of the 40th International Conference on Software Engineering10.1145/3180155.3180209(511-522)Online publication date: 27-May-2018
    • Show More Cited By

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