Mining version histories for change impact analysis in business process model repositories

Authors

Hoa Khanh Dam, University of WollongongFollow
Aditya Ghose, University of WollongongFollow

RIS ID

97799

Publication Details

Dam, H. Khanh. & Ghose, A. (2015). Mining version histories for change impact analysis in business process model repositories. Computers in Industry, 67 72-85. Computers in Industry

Abstract

In order to remain competitive and sustainable in today's ever-changing business environments, organizations need to frequently make changes to their business activities and the corresponding business process models. One of the critical issues that an organization faces is change impact analysis: estimating the potential effects of changing a business process to other processes in the organization's business process repository. In this paper, we propose an approach to change impact analysis which mines a version history of a business process model repository. Our approach then identifies business process models that have been co-changed in the past and uses this knowledge to predict the impact of future changes. An empirical validation on a real business process model repository has showed the effectiveness of our approach in predicting impact of a change.