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dc.contributor.authorAdriansyah, Arya
dc.contributor.authorMuñoz Gama, Jorge
dc.contributor.authorCarmona Vargas, Josep
dc.contributor.authorvan Dongen, Boudewijn
dc.contributor.authorAalst, Wil M.P. van der
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament de Llenguatges i Sistemes Informàtics
dc.identifier.citationAdriansyah, A. [et al.]. Alignment based precision checking. A: International Workshop on Business Process Intelligence. "Business Process Management Workshops: BPM 2012 International Workshops, Tallinn, Estonia, September 3, 2012: revised papers". Tallin: Springer, 2012, p. 137-149.
dc.description.abstractMost organizations have process models describing how cases need to be handled. In fact, legislation and standardization (cf. the Sarbanes-Oxley Act, the Basel II Accord, and the ISO 9000 family of standards) are forcing organizations to document their processes. These processes are often not enforced by information systems. However, torrents of event data are recorded by today’s information systems. These recorded events reflect how processes are really executed. Often reality deviates from the modeled behavior. Therefore, measuring the extent process executions conform to a predefined process model is increasingly important. In this paper, we propose an approach to measure the precision of a process model with respect to an event log. Unlike earlier approaches, we first align model and log thus making our approach more robust, even in case of deviations. The approach has been implemented in the ProM 6 tool and evaluated using both artificial and real life cases.
dc.format.extent13 p.
dc.subjectÀrees temàtiques de la UPC::Informàtica::Intel·ligència artificial
dc.subject.lcshProcess mining
dc.subject.lcshPrecision measurement
dc.subject.lcshLog-model alignment
dc.subject.lcshConformance checking
dc.titleAlignment based precision checking
dc.typeConference report
dc.subject.lemacProcediments -- Estandarització
dc.contributor.groupUniversitat Politècnica de Catalunya. ALBCOM - Algorismia, Bioinformàtica, Complexitat i Mètodes Formals
dc.description.peerreviewedPeer Reviewed
dc.rights.accessRestricted access - publisher's policy
dc.description.versionPostprint (published version)
local.citation.authorAdriansyah, A.; Muñoz, J.; Carmona, J.; van Dongen, B.; Aalst, W.
local.citation.contributorInternational Workshop on Business Process Intelligence
local.citation.publicationNameBusiness Process Management Workshops: BPM 2012 International Workshops, Tallinn, Estonia, September 3, 2012: revised papers

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