Merging Event Logs for Inter-organizational Process Mining

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AudienciaPúblico en generales_ES
CoberturaMéxicoes_ES
Fecha de ingreso2026-10-05T16:34:06Z
Fecha de publicación2021-01-01
ResumenIn an inter-organizational environment, the discovery of process choreography is challenging because the different organizations involved have to put together their partial knowledge about the overall collaborative business process. This chapter presents a methodology to merge the event logs of the different partners of a collaborative business process, in order to serve as input for the process mining algorithm. On the one hand, the methodology consists of a method set for searching the correlation between events of the log of different partners involved in the collaboration. These methods are implemented at the trace level and the activity level. On the other hand, the methodology consists of a set of methods and rules for discovering process choreography. From the knowledge gained by the above methods, message-type tasks are identified and marked in each event log, then using a formal set of rules, the message task sub-type (send or receive) is discovered. Finally, links using message sequence flow connectors between message tasks identified as pair activities in event logs are automatically defined. The proposed approach is tested using a real-life event log that confirms their effectiveness and efficiency in the automatic specification of message flows of the process choreography discovered, allowing to build a collaborative business process model.es_ES
Doihttps://doi.org/10.1007/978-3-030-71115-3_1es_ES
URIhttps://riuat.uat.edu.mx/handle/123456789/5870
Idiomaenes_ES
EditorialSpringer Science and Business Media Deutschland GmbHes_ES
RelaciónStudies in Computational Intelligencees_ES
URL relacionadohttps://doi.org/10.1007/978-3-030-71115-3_1es_ES
DerechosAcceso restringido / Suscripción (Metadatos de producción científica)es_ES
Licenciahttp://purl.org/coar/access_right/c_16eces_ES
FuenteStudies in Computational Intelligence
TítuloMerging Event Logs for Inter-organizational Process Mininges_ES
TipoCapítulo Libroes_ES
ArbitradoHa sido Arbitradoes_ES
AutorHernandez-Resendiz, Jaciel David
AutorTello-Leal, Edgar
AutorMarin-Castro, Heidy Marisol
AutorRamirez-Alcocer, Ulises Manuel
AutorMata-Torres, Jonathan Alfonso
AutorHernandez-Resendiz, Jaciel Davides_ES
AutorTello-Leal, Edgares_ES
AutorMarin-Castro, Heidy Marisoles_ES
AutorRamirez-Alcocer, Ulises Manueles_ES
AutorMata-Torres, Jonathan Alfonsoes_ES
InstituciónUniversidad Autónoma de Tamaulipas
InstituciónUniversidad Autónoma de Tamaulipases_ES
Rango de páginas3-26es_ES
URL relacionadahttps://doi.org/10.1007/978-3-030-71115-3_1
Tipo de artículoIndexado
Tipo de artículoIndexadoes_ES
Volumen966es_ES

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