Guided interaction exploration in artifact-centric process models

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

7 Citaten (Scopus)
63 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), 24-26 July 2017, Thessaloniki, Greece - Tessaloniki, Griekenland
Duur: 24 jul 201726 jul 2017

Congres

Congres19th IEEE Conference on Business Informatics( CBI 2017), 24-26 July 2017, Thessaloniki, Greece
Verkorte titelCBI2017
LandGriekenland
StadTessaloniki
Periode24/07/1726/07/17

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  • Projecten

    Impuls I - Health - Perinatal Monitoring - TU/e funded

    1/01/1531/12/20

    Project: Onderzoek indirect

    Impact

    Perinatal Medicine

    M.B. (Beatrijs) van der Hout-van der Jagt (Content manager)

    Impact: Research Topic/Theme (at group level)

    Citeer dit

    van Eck, M. L., Sidorova, N., & van der Aalst, W. M. P. (2017). Guided interaction exploration in artifact-centric process models. In 2017 IEEE 19th Conference on Business Informatics (CBI), Business Informatics (CBI), 24-27 July 2017, Thessaloniki, Greece (blz. 109-118). [8010712] Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/CBI.2017.42