Document Type

Conference Paper

Publication Details

Polpinij, J., Ghose, A. K. & Dam, H. Khanh. (2010). Business rules discovery from process design repositories. Proceedings: 2010 6th World Congress on Services (Services-1) (pp. 614-620). Piscataway, New Jersey, USA: IEEE.

Abstract

Traditional process mining approaches focus on extracting process constraints or business rules from repositories of process instances. In this context, process designs or process models tend to be overlooked although they contain information that are valuable for the process of discovering business rules. This paper will propose an alternative approach to process mining in terms of using process designs as the mining resources. We propose a number of techniques for extracting business rules from repositories of business process designs or models, leveraging the well-known Apriori algorithm. Such business rules are then used as a prior knowledge for further analysing, verifying, and modifying process designs.

RIS ID

34383

 

Link to publisher version (DOI)

http://dx.doi.org/10.1109/SERVICES.2010.73