Discovering Activities in Software Development Processes

Saimir Bala, Jan Mendling

Publikation: Beitrag in Buch/KonferenzbandBeitrag in Konferenzband

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Abstract

Software development processes are complex to monitor as they involve the coordination of manyresources working with different tools. This makes it hard to apply mining techniques for monitoringthe process. A key challenge for using traces of tools such as version control systems (VCS) is to findmeaningful abstractions in order to identify the work that was actually done. In this paper, we use datafrom VCS to analyze the actual progress of software-development processes. We develop a techniquethat is able to mine the activity types of which the development processes consists. We implementour technique as a prototype in Java and evaluate its outputs in terms of effectiveness. In this way, weare able to graphically uncover new behavioural patterns in real-world data from existing open-sourceGitHub repositories.
OriginalspracheEnglisch
Titel des SammelwerksThe Practice of Enterprise Modeling 2020 Forum
Herausgeber*innen Estefanía Serral Asensio, Janis Stirna
ErscheinungsortRiga, Latvia
VerlagCEUR Workshop Proceedings
Seiten54 - 63
PublikationsstatusVeröffentlicht - 2020

Österreichische Systematik der Wissenschaftszweige (ÖFOS)

  • 102022 Softwareentwicklung
  • 102
  • 102015 Informationssysteme
  • 502050 Wirtschaftsinformatik

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