Local and Global Recency Weighting Approach to Bug Prediction

Authors:
Hemant Joshi;Chuanlei Zhang;S. Ramaswamy;Coskun Bayrak
Affiliations:
University of Arkansas at Little Rock, USA;University of Arkansas at Little Rock, USA;University of Arkansas at Little Rock, USA;University of Arkansas at Little Rock, USA
Venue:
MSR '07 Proceedings of the Fourth International Workshop on Mining Software Repositories
Year:
2007

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Abstract

Finding and fixing software bugs is a challenging maintenance task, and a significant amount of effort is invested by software development companies on this issue. In this paper, we use the Eclipse project's recorded software bug history to predict occurrence of future bugs. The history contains information on when bugs have been reported and subsequently fixed.