The automated discovery of hybrid processes

F.M. Maggi, T. Slaats, H.A. Reijers

Research output: Contribution to JournalArticleAcademicpeer-review


The declarative-procedural dichotomy is highly relevant when choosing the most suitable process modeling language to represent a discovered process. Less-structured processes with a high level of variability can be described in a more compact way using a declarative language. By contrast, procedural process modeling languages seem more suitable to describe structured and stable processes. However, in various cases, a process may incorporate parts that are better captured in a declarative fashion, while other parts are more suitable to be described procedurally. In this paper, we present a technique for discovering from an event log a so-called hybrid process model. A hybrid process model is hierarchical, where each of its sub-processes may be specified in a declarative or procedural fashion. We have implemented the proposed approach as a plug-in of the ProM platform. To evaluate the approach, we used our plug-in to mine a real-life log from a financial context. © 2014 Springer International Publishing Switzerland.
Original languageEnglish
Pages (from-to)392-399
JournalLecture Notes in Computer Science
Publication statusPublished - 2014
EventBPM - Berlin
Duration: 1 Jan 20141 Jan 2014

Bibliographical note

Proceedings title: Proceedings of the 12th International Conference on Business Process Management (BPM 2014)
Publisher: Springer
Place of publication: Berlin


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