Discovering and Exploring State-based Models for Multi-perspective Processes

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19 Citaten (Scopus)
5 Downloads (Pure)

Samenvatting

Process mining provides fact-based insights into process behaviour captured in event data. In this work we aim to discover models for processes where different facets, or perspectives, of the process can be identified. Instead of focussing on the events or activities that are executed in the context of a particular process, we concentrate on the states of the different perspectives and discover how they are related. We present a formalisation of these relations and an approach to discover state-based models highlighting them. The approach has been implemented using the process mining framework ProM and provides a highly interactive visualisation of the multi-perspective state-based models. This tool has been evaluated on the BPI Challenge 2012 data of a loan application process and on product user behaviour data gathered by Philips during the development of a smart baby bottle equipped with various sensors.

Originele taal-2Engels
TitelBusiness Process Management : 14th International Conference, BPM 2016, Rio de Janeiro, Brazil, September 18–22, 2016. Proceedings
RedacteurenM. La Rosa, P. Loos, O. Pastor
Plaats van productieDordrecht
UitgeverijSpringer
Pagina's142-157
Aantal pagina's16
ISBN van elektronische versie978-3-319-45348-4
ISBN van geprinte versie978-3-319-45347-7
DOI's
StatusGepubliceerd - 2016
Evenement14th International Conference on Business Process Management (BPM 2016) - Rio de Janeiro, Brazilië
Duur: 18 sep 201622 sep 2016
Congresnummer: 14
http://bpm2016.uniriotec.br/

Publicatie series

NaamLecture notes in computer science
Volume9850
ISSN van geprinte versie0302-9743
ISSN van elektronische versie1611-3349

Congres

Congres14th International Conference on Business Process Management (BPM 2016)
Verkorte titelBPM 2016
LandBrazilië
StadRio de Janeiro
Periode18/09/1622/09/16
Internet adres

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