Journal of Management Information Systems
An analysis of requirements evolution in open source projects: recommendations for issue trackers
Proceedings of the 2013 International Workshop on Principles of Software Evolution
The state of the art in automated requirements elicitation
Information and Software Technology
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Open source projects do have requirements; they are, however, mostly informal, text descriptions found in requests, forums, and other correspondence. Understanding of such requirements can provide insight into the nature of open source projects. Unfortunately, manual analysis of natural language (NL) requirements is time-consuming, and for large projects, error-prone. Automated analysis of NL requirements, even partial, will be of great benefit. Towards that end, we describe the design and validation of an automated NL requirements classifier for open source projects. Initial results suggest that it can reduce the effort required to analyze requirements of open source projects.