A visual approach to spot statistically-significant differences in event logs based on process metrics

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

    23 Citaten (Scopus)
    3 Downloads (Pure)

    Samenvatting

    This paper addresses the problem of comparing different variants of the same process. We aim to detect relevant differences between processes based on what was recorded in event logs. We use transition systems to model behavior and to highlight differences. Transition systems are annotated with measurements, used to compare the behavior in the variants. The results are visualized as transitions systems, which are colored to pinpoint the significant differences. The approach has been implemented in ProM, and the implementation is publicly available. We validated our approach by performing experiments using real-life event data. The results show how our technique is able to detect relevant differences undetected by previous approaches while it avoids detecting insignificant differences.

    Originele taal-2Engels
    TitelAdvanced Information Systems Engineering
    Subtitel28th International Conference, CAiSE 2016, Ljubljana, Slovenia, June 13-17, 2016. Proceedings
    RedacteurenS. Nurcan, P. Soffer, M. Bajec, J. Eder
    Plaats van productieDordrecht
    UitgeverijSpringer
    Pagina's151-166
    Aantal pagina's16
    ISBN van elektronische versie978-3-319-39696-5
    ISBN van geprinte versie978-3-319-39695-8
    DOI's
    StatusGepubliceerd - 2016
    Evenement28th International Conference on Advanced Information Systems Engineering (CAiSE 2016) - Ljubljana, Slovenië
    Duur: 13 jun 201617 jun 2016
    Congresnummer: 28
    http://caise2016.si/

    Publicatie series

    NaamLecture Notes in Computer Science
    Volume9694
    ISSN van geprinte versie03029743
    ISSN van elektronische versie16113349

    Congres

    Congres28th International Conference on Advanced Information Systems Engineering (CAiSE 2016)
    Verkorte titelCAiSE '16
    LandSlovenië
    StadLjubljana
    Periode13/06/1617/06/16
    Internet adres

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