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dc.contributor.authorCarmona Vargas, Josep
dc.contributor.authorWeidlich, Matthias
dc.contributor.authorDongen, Boudewijn F. van
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament de Ciències de la Computació
dc.identifier.citationCarmona, J.; Weidlich, M.; Dongen, B. Actionable conformance checking: from intuitions to code. A: European Big Data Management & Analytics Summer School. "Big Data Management and Analytics, 9th European Summer School, eBISS 2019: Berlin, Germany, June 30–July 5, 2019: revised selected papers". Berlín: Springer, 2019, p. 1-24. ISBN 978-3-030-61627-4. DOI 10.1007/978-3-030-61627-4_1.
dc.description.abstractConformance checking is receiving increasing attention in the last years. This is due to several reasons, that can be summarized into two: the explosion of digital information that talks about processes, and the need to use this data in order to monitor and improve processes in organizations. Naturally, conformance checking addresses this by providing techniques capable of relating modeled and recorded process information. This paper overviews in a very accessible way the main techniques and feedback of the conformance checking field. Moreover, in order to make it actionable, code snippets are provided so that an organization can start a conformance checking project on its own data.
dc.description.sponsorshipThis work has been supported by MINECO and FEDER funds under grant TIN2017-86727-C2-1-R.
dc.format.extent24 p.
dc.subjectÀrees temàtiques de la UPC::Informàtica::Sistemes d'informació
dc.subject.lcshData mining
dc.subject.lcshBusiness -- Data processing
dc.subject.lcshManagement information systems
dc.subject.otherConformance checking
dc.subject.otherProcess mining
dc.subject.otherPetri nets
dc.subject.otherEvent logs
dc.titleActionable conformance checking: from intuitions to code
dc.typeConference report
dc.subject.lemacMineria de dades
dc.subject.lemacNegocis -- Informàtica
dc.subject.lemacSistemes d'informació per a la gestió
dc.contributor.groupUniversitat Politècnica de Catalunya. ALBCOM - Algorismia, Bioinformàtica, Complexitat i Mètodes Formals
dc.description.peerreviewedPeer Reviewed
dc.rights.accessOpen Access
dc.description.versionPostprint (author's final draft)
local.citation.authorCarmona, J.; Weidlich , M.; Dongen, B.
local.citation.contributorEuropean Big Data Management & Analytics Summer School
local.citation.publicationNameBig Data Management and Analytics, 9th European Summer School, eBISS 2019: Berlin, Germany, June 30–July 5, 2019: revised selected papers

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