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hal.structure.identifierautre
dc.contributor.authorDelias, Pavlos
hal.structure.identifierLaboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
dc.contributor.authorAcheli, Mehdi
hal.structure.identifierLaboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
dc.contributor.authorGrigori, Daniela
dc.date.accessioned2020-01-20T14:50:01Z
dc.date.available2020-01-20T14:50:01Z
dc.date.issued2019
dc.identifier.urihttps://basepub.dauphine.fr/handle/123456789/20437
dc.language.isoenen
dc.subjectProcess Innovationen
dc.subjectBipartite Networken
dc.subjectEvidence-based Decision Supporten
dc.subject.ddc003en
dc.titleApplying the Method of Reflections through an Event Log for Evidence-based Process Innovationen
dc.typeCommunication / Conférence
dc.description.abstractenFlexibility and adaptability have been praised and empirically validated as critical for an organization's performance. They are associated with the number of different behaviors that the organization exhibits, as well as with their level of sophistication, which in turn implies the number and the quality of the available knowledge and capabilities in place. In this work, we propose the creation of a bipartite network, involving organizations and behaviors, through an event log, to capture the prospects of both organizations and behaviors for process innovation. By using the Method of Reflections, we claim that the structure of that network can expose a set of sophistication metrics, that eventually suggest i) the potential of behaviors for better organizational performance; ii) the most reachable innovation paths; iii) an "order of significance" over the behaviors considering their improvement contribution power. We show the practical potential of our approach through a Proof of Concept based on a real dataset.en
dc.identifier.citationpages105-112en
dc.relation.ispartoftitle2019 International Conference on Process Mining ICPM 2019en
dc.relation.ispartofeditorMüller, Hausi
dc.relation.ispartofpublnameInstitute of Electrical and Electronics Engineersen
dc.relation.ispartofdate2019
dc.relation.ispartofpages146en
dc.subject.ddclabelRecherche opérationnelleen
dc.relation.ispartofisbn978-1-7281-0919-0en
dc.relation.conftitle2019 International Conference on Process Mining ICPM 2019en
dc.relation.confdate2019-06
dc.relation.confcityAachenen
dc.relation.confcountryGermanyen
dc.relation.forthcomingnonen
dc.identifier.doi10.1109/ICPM.2019.00025en
dc.description.ssrncandidatenonen
dc.description.halcandidateouien
dc.description.readershiprechercheen
dc.description.audienceInternationalen
dc.relation.Isversionofjnlpeerreviewednonen
dc.relation.Isversionofjnlpeerreviewednonen
dc.date.updated2020-01-17T13:31:48Z
hal.identifierhal-02446081*
hal.version1*
hal.author.functionaut
hal.author.functionaut
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