Connecting databases with process mining: a meta model and toolset

E. González López De Murillas, H.A. Reijers, W.M.P. Van Der Aalst

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

    18 Citaten (Scopus)
    4 Downloads (Pure)

    Samenvatting

    Process Mining techniques require event logs which, in many cases, are obtained from databases. Obtaining these event logs is not a trivial task and requires substantial domain knowledge. In addition, the result is a single view on the database in the form of a specific event log. If we desire to change our view, e.g. to focus on another business process, and generate another event log, it is necessary to go back to the source of data. This paper proposes a meta model to integrate both process and data perspectives, relating one to the other and allowing to generate different views from it at any moment in a highly flexible way. This approach decouples the data extraction from the application of analysis techniques, enabling its use in different contexts.

    Originele taal-2Engels
    TitelEnterprise, Business-Process and Information Systems Modeling
    Subtitel17th International Conference, BPMDS 2016, 21st International Conference, EMMSAD 2016, Held at CAiSE 2016, Ljubljana, Slovenia, June 13-14,2016 , Proceedings
    RedacteurenR. Schmidt, W. Guedria, S. Guerreiro
    Plaats van productieDordrecht
    UitgeverijSpringer
    Pagina's231-249
    Aantal pagina's19
    ISBN van elektronische versie978-3-319-39429-9
    ISBN van geprinte versie978-3-319-39428-2
    DOI's
    StatusGepubliceerd - 2016
    Evenement17th International Conference on Business Process Modeling, Development and Support, BPMDS 2016 and 21st International Conference on Exploring Modeling Methods for Systems Analysis and Design, EMMSAD 2016 held at Conference on Advanced Information Systems Engineering, CAiSE 2016 - Ljubljana, Slovenië
    Duur: 13 jun 201614 jun 2016

    Publicatie series

    NaamLecture Notes in Business Information Processing
    Volume248
    ISSN van geprinte versie18651348

    Congres

    Congres17th International Conference on Business Process Modeling, Development and Support, BPMDS 2016 and 21st International Conference on Exploring Modeling Methods for Systems Analysis and Design, EMMSAD 2016 held at Conference on Advanced Information Systems Engineering, CAiSE 2016
    Land/RegioSlovenië
    StadLjubljana
    Periode13/06/1614/06/16

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