Bala, Saimir, Mendling, Jan. 2020. Discovering Activities in Software Development Processes. In The Practice of Enterprise Modeling 2020 Forum, Hrsg. Estefanía Serral Asensio, Janis Stirna, 54-63. Riga, Latvia: CEUR WS.
BibTeX
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.
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Status of publication | Published |
---|---|
Affiliation | WU |
Type of publication | Contribution to conference proceedings |
Language | English |
Title | Discovering Activities in Software Development Processes |
Title of whole publication | The Practice of Enterprise Modeling 2020 Forum |
Editor | Estefanía Serral Asensio, Janis Stirna |
Page from | 54 |
Page to | 63 |
Location | Riga, Latvia |
Publisher | CEUR WS |
Year | 2020 |
URL | http://ceur-ws.org/Vol-2793/paper6.pdf |
Open Access | Y |
Open Access Link | http://ceur-ws.org/Vol-2793/paper6.pdf |
Associations
- People
- Bala, Saimir (Former researcher)
- Mendling, Jan (Details)
- Organization
- Institute for Data, Process and Knowledge Management (AE Sabou) (Details)
- Research areas (ÖSTAT Classification 'Statistik Austria')
- 1105 Computer software (Details)
- 1108 Informatics (Details)
- 1109 Information and data processing (Details)
- 1127 Information science (Details)
- 1138 Information systems (Details)
- 1140 Software engineering (Details)
- 5367 Management information systems (Details)