Title :
Local and Global Recency Weighting Approach to Bug Prediction
Author :
Joshi, Hemant ; Zhang, Chuanlei ; Ramaswamy, S. ; Bayrak, Coskun
Author_Institution :
Dept. of Appl. Sci., Univ. of Arkansas at Little Rock, Little Rock, AR
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.
Keywords :
program debugging; project management; software development management; software maintenance; Eclipse project; local/global recency weighting approach; software development; software maintenance; software project bug prediction; Computer bugs; Computer science; Financial management; History; Predictive models; Programming; Project management; Quality management; Software debugging; Software maintenance;
Conference_Titel :
Mining Software Repositories, 2007. ICSE Workshops MSR '07. Fourth International Workshop on
Conference_Location :
Minneapolis, MN
Print_ISBN :
0-7695-2950-X
DOI :
10.1109/MSR.2007.17
