Guided interaction exploration in artifact-centric process models

M.L. van Eck, N. Sidorova, W.M.P. van der Aalst

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

15 Citaten (Scopus)
122 Downloads (Pure)

Samenvatting

Artifact-centric process models aim to describe complex processes as a collection of interacting artifacts. Recent development in process mining allow for the discovery of such models. However, the focus is often on the representation of the individual artifacts rather than their interactions. Based on event data we can automatically discover composite state machines representing artifact-centric processes. Moreover, we provide ways of visualizing and quantifying interactions among different artifacts. For example, we are able to highlight strongly correlated behaviours in different artifacts. The approach has been fully implemented as a ProM plug-in; the CSM Miner provides an interactive artifact-centric process discovery tool focussing on interactions. The approach has been evaluated using real life data sets, including the personal loan and overdraft process of a Dutch financial institution.

Originele taal-2Engels
Titel2017 IEEE 19th Conference on Business Informatics (CBI), Business Informatics (CBI), 24-27 July 2017, Thessaloniki, Greece
UitgeverijInstitute of Electrical and Electronics Engineers
Pagina's109-118
Aantal pagina's10
ISBN van elektronische versie978-1-5386-3036-5
ISBN van geprinte versie978-1-5386-3036-5
DOI's
StatusGepubliceerd - 14 aug. 2017
Evenement19th IEEE Conference on Business Informatics, CBI 2017 - Tessaloniki, Griekenland
Duur: 24 jul. 201726 jul. 2017
Congresnummer: 19

Congres

Congres19th IEEE Conference on Business Informatics, CBI 2017
Verkorte titelCBI 2017
Land/RegioGriekenland
StadTessaloniki
Periode24/07/1726/07/17

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