Sciweavers

Share
CISIS
2010
IEEE

Semantic Integration of Heterogeneous Data Sources for Monitoring Frequent-Release Software Projects

9 years 6 months ago
Semantic Integration of Heterogeneous Data Sources for Monitoring Frequent-Release Software Projects
Abstract—Open source software teams routinely develop complex software products in frequent-release settings with rather lightweight processes and project documentation. In this context project a major challenge for data collection is how to extract the relevant project management knowledge effectively and efficiently from a wide range of software project data sources, such as artifact versions, bug reports, and discussion forums. In this paper we introduce a framework and tool support for the semantic integration of data from a variety of data sources to facilitate efficient data collection, even in projects with frequent iterations. Based on data from real-world use cases in open source projects we compare the efficiency of the proposed framework with a traditional data warehouse approach. Major result is that the proposed approach can make data collection for project monitoring about 30% - 50% more efficient, in particular, in contexts where heterogeneous data sources change durin...
Stefan Biffl, Wikan Danar Sunindyo, Thomas Moser
Added 17 May 2010
Updated 17 May 2010
Type Conference
Year 2010
Where CISIS
Authors Stefan Biffl, Wikan Danar Sunindyo, Thomas Moser
Comments (0)
books