OpenGalaxy: An interactive exploration platform for a visualized GitHub Full Domain collaboration network
Pages 455 - 459
Abstract
In this work, we introduce OpenGalaxy - an interactive exploration platform tool for a visualized GitHub Full Domain collaboration network based on 3D force-oriented layouts. We first collected Github domain-wide log data, built a developer-repository heterogeneous collaboration network, calculated both the Influence value for each repository and the activity value for each developer, finally performed visualization of the collaboration network and set up an 3D game-like interaction patterns.
Users can use OpenGalaxy to freely explore and analyze the developer-repository collaborative networks. We present recommendations to users from both macroscopic and microscopic perspectives to enhance their exploration using OpenGalaxy.
Tool URL: https://open-galaxy.x-lab.info/
Repository URL: https://github.com/X-lab2017/open-galaxy
Vedio: https://www.youtube.com/watch?v=GxnV31Ct6hc
References
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Baochuan Liu, Li Zhang, Jing Jiang, and Liang Wang. A method for identifying references between projects in github. Science of Computer Programming, 222:102858, 2022.
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Deeksha Arya, Wenting Wang, Jin L.C. Guo, and Jinghui Cheng. Analysis and detection of information types of open source software issue discussions. In 2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE), pages 454--464, 2019.
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Antonio Lima, Luca Rossi, and Mirco Musolesi. Coding together at scale: Github as a collaborative social network, 2014.
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Dengcheng Yan, Zhen Shao, Yiwen Zhang, and Bin Qi. Burstbirank: Co-ranking developers and projects in github with complex network structures and bursty interactions. Complexity, 2020:1--12, 2020.
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Ferdian Thung, Tegawendé F. Bissyandé, David Lo, and Lingxiao Jiang. Network structure of social coding in github. In 2013 17th European Conference on Software Maintenance and Reengineering, pages 323--326, 2013.
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Ikram El Asri, Noureddine Kerzazi, Lamia Benhiba, and Mohammed Janati. From periphery to core: A temporal analysis of github contributors' collaboration network. In Luis M. Camarinha-Matos, Hamideh Afsarmanesh, and Rosanna Fornasiero, editors, Collaboration in a Data-Rich World, pages 217--229, Cham, 2017. Springer International Publishing.
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Xlab2017. Data description. https://github.com/X-lab2017/open-digger/blob/master/docs/assets/data_description.csv. Accessed2023.12.01.
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Xiaoya Xia, Zhenjie Weng, Wei Wang, and Shengyu Zhao. Exploring activity and contributors on github: Who, what, when, and where. In 2022 29th Asia-Pacific Software Engineering Conference (APSEC), pages 11--20, 2022.
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Fan Chung. A brief survey of pagerank algorithms. IEEE Transactions on Network Science and Engineering, 1(1):38--42, 2014.
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Dylan Walker, Huafeng Xie, Koon-Kiu Yan, and Sergei Maslov. Ranking scientific publications using a model of network traffic. Journal of Statistical Mechanics: Theory and Experiment, 2007(06):P06010, jun 2007.
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Wei Peng, Jianxin Wang, Bihai Zhao, and Lusheng Wang. Identification of protein complexes using weighted pagerank-nibble algorithm and core-attachment structure. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 12(1):179--192, 2015.
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Published In
April 2024
487 pages
ISBN:9798400705861
DOI:10.1145/3643916
- Chair:
- Igor Steinmacher,
- Co-chair:
- Mario Linares-Vasquez,
- Program Chair:
- Kevin Patrick Moran,
- Program Co-chair:
- Olga Baysal
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Published: 13 June 2024
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ICPC '24: 32nd IEEE/ACM International Conference on Program Comprehension
April 15 - 16, 2024
Lisbon, Portugal
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