Title
Understanding process behaviours in a large insurance company in Australia: a case study
Abstract
Having a reliable understanding about the behaviours, problems, and performance of existing processes is important in enabling a targeted process improvement initiative. Recently, there has been an increase in the application of innovative process mining techniques to facilitate evidence-based understanding about organizations' business processes. Nevertheless, the application of these techniques in the domain of finance in Australia is, at best, scarce. This paper details a 6-month case study on the application of process mining in one of the largest insurance companies in Australia. In particular, the challenges encountered, the lessons learned, and the results obtained from this case study are detailed. Through this case study, we not only validated existing 'lessons learned' from other similar case studies, but also added new insights that can be beneficial to other practitioners in applying process mining in their respective fields.
Year
DOI
Venue
2013
10.1007/978-3-642-38709-8_29
CA(i)SE
Keywords
Field
DocType
business process,evidence-based understanding,6-month case study,process mining,largest insurance company,targeted process improvement initiative,similar case study,reliable understanding,innovative process mining technique,case study,understanding process behaviour,large insurance company
Business process management,Data mining,Systems engineering,Business process,Computer science,Knowledge management,Business process modeling,Business process discovery,Process mining
Conference
Volume
Citations 
PageRank 
7908
20
1.07
References 
Authors
17
5
Name
Order
Citations
PageRank
Suriadi Suriadi121018.89
Moe T. Wynn2726.80
Chun Ouyang385043.82
arthur h m ter hofstede42913200.53
Nienke J. van Dijk5201.07