Automated planning of process models: The construction of parallel splits and synchronizations

作者:

Highlights:

• The automated construction of parallelizations in process models is addressed.

• To this end, concepts and a concrete algorithm are proposed.

• The algorithm is integrated in a prototype for automated planning of process models.

• The approach is mathematically evaluated according to key properties.

• Its practical applicability and utility are tested in real-use situations.

摘要

Efficient business processes play a major role in the success of companies. Business processes are captured and described by models that serve, for instance, as a starting point for implementing processes in a service-oriented way or for performance analysis. To support process modelers via methods and techniques (e.g., algorithms) in an automated manner, several research fields such as process mining and automated planning of process models have emerged. In particular, the aim of the latter research field is to enable the automated construction of process models using planning techniques. To this end, an automated construction of control flow patterns in process models is necessary. However, this task currently remains a widely unsolved issue for the central patterns parallel split and synchronization.

论文关键词:Business process modeling,Automated planning of process models,Control flow patterns,Business process management

论文评审过程:Received 30 January 2019, Revised 23 May 2019, Accepted 2 July 2019, Available online 7 July 2019, Version of Record 31 August 2019.

论文官网地址:https://doi.org/10.1016/j.dss.2019.113096