Title
A graph-theoretic method for the inductive development of reference process models
Abstract
Business process management is one of the most widely discussed topics in information systems research. As process models advance in both complexity and maturity, reference models, serving as reusable blueprints for the development of individual models, gain more and more importance. Only a few business domains have access to commonly accepted reference models, so there is a widespread need for the development of new ones. This article describes a new inductive approach for the development of reference models, based on existing individual models from the respective domain. It employs a graph-based paradigm, exploiting the underlying graph structures of process models by identifying frequent common subgraphs of the individual models, analyzing their order relations, and merging them into a new model. This newly developed approach is outlined and evaluated in this contribution. It is applied in three different case studies and compared to other approaches to the inductive development of reference models in order to highlight its characteristics as well as assets and drawbacks.
Year
DOI
Venue
2017
10.1007/s10270-015-0490-0
Software and Systems Modeling (SoSyM)
Keywords
Field
DocType
Reference modeling, Frequent subgraphs, Order matrices, Inductive development of reference models
Graph,Business process management,Information systems research,Reference model,Computer science,Process modeling,Theoretical computer science,Blueprint,Merge (version control),Reference modeling
Journal
Volume
Issue
ISSN
16
3
1619-1366
Citations 
PageRank 
References 
9
0.66
29
Authors
3
Name
Order
Citations
PageRank
Jana-Rebecca Rehse1279.25
Peter Fettke281278.37
Peter Loos347940.84