Merino, Leonel; Seliner, Dominik; Ghafari, Mohammad; Nierstrasz, Oscar Marius (2016). CommunityExplorer: A Framework for Visualizing Collaboration Networks. In: IWST'16 Proceedings of the 11th edition of the International Workshop on Smalltalk Technologies. Prague, Czech Republc. 23.-24.08.2016. 10.1145/2991041.2991043
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Understanding the network of collaborations, identifying the key players, potential future collaborators, and trends in the field are very important to carry out a project successfully. In this paper, we present CommunityExplorer, a visualization framework that facilitates presenting, exploring, and understanding the network of collaborations at once. The framework performs data extraction, parsing, and modeling automatically. It is easy to adopt and utilizes a bigraph visualization that scales well. We demonstrate the advantage of CommunityExplorer to identify the collaboration of authors on 346 and 104 research papers published in SOTFVIS/VISSOFT and IWST communities respectively. We found that even though SOFTVIS/VISSOFT has more contributors, IWST exhibits more collaboration. We discovered that contributors in IWST are more resilient than those in SOFTVIS/VISSOFT, which are more volatile. Moreover, collaboration in IWST is concentrated in a single large group, while in SOFTVIS/VISSOFT it is spread among many tiny groups and a few medium-sized ones.
|Item Type:||Conference or Workshop Item (Paper)|
|Division/Institute:||08 Faculty of Science > Institute of Computer Science (INF)
08 Faculty of Science > Institute of Computer Science (INF) > Software Composition Group (SCG)
|UniBE Contributor:||Merino del Campo, Leonel Alejandro; Ghafari, Mohammad and Nierstrasz, Oscar Marius|
|Subjects:||000 Computer science, knowledge & systems
500 Science > 510 Mathematics
|Submitter:||Oscar Marius Nierstrasz|
|Date Deposited:||20 Feb 2017 13:23|
|Last Modified:||26 Feb 2017 02:13|
|Uncontrolled Keywords:||scg-pub snf-asa2 scg16 jb16|