Mining Project - Oriented Business Processes

Saimir Bala, Cristina Cabanillas Macias, Jan Mendling, Axel Polleres, Andreas Solti

Publikation: Beitrag in Buch/KonferenzbandBeitrag in Konferenzband

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Abstract

Large engineering processes need to be monitored in detail
regarding when what was done in order to prove compliance with rules
and regulations. A typical problem of these processes is the lack of con-
trol that a central process engine provides, such that it is difficult to
track the actual course of work even if data is stored in version control
systems (VCS). In this paper, we address this problem by defining a
mining technique that helps to generate models that visualize the work
history as GANTT charts. To this end, we formally define the notion of a
project-oriented business process and a corresponding mining algorithm.
Our evaluation based on a prototypical implementation demonstrates
the benefits in comparison to existing process mining approaches for this
specific class of processes.
OriginalspracheEnglisch
Titel des SammelwerksBusiness Process Management - 13th International Conference, BPM 2015, Innsbruck, Austria, Aug 31 - Sept 3, Proceedings
Herausgeber*innenHamid Motahari-Nezhad, Jan Recker, Matthias Weidlich
VerlagSpringer Cham
Seiten425-440
ISBN (elektronisch)978-3-319-23063-4
DOIs
PublikationsstatusVeröffentlicht - 1 Okt. 2015

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