Automatic Bug Triage with Data Reduction

Bug triage means to transfer a new bug to expertise developer. The manual bug triage is opulent in time and poor in accuracy, there is a need to automatize the bug triage process. In order to automate the bug triage process, text classification techniques are applied using stopword removal and stemming. In our proposed work we have used NB-Classifiers to predict the developers. The data reduction techniques like instance selection and keyword selection are used to obtain bug report and words. This will help the system to predict only those developers who are expertise in solving the assigned bug. We will also provide the change of status of bug report i.e. if the bug is solved then the bug report will be updated. If a particular developer fails to solve the bug then the bug will go back to another developer.