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dc.contributor.advisorZuazo Urionabarrenechea, José Ignacio ORCID
dc.contributor.advisorToledo Gandarias, Nerea ORCID
dc.contributor.authorFigueroa De Jesus, Paola
dc.contributor.otherMáster Universitario en Dirección de Proyectos
dc.contributor.otherProiektu Zuzendaritza Unibertsitate Masterra
dc.date.accessioned2024-05-10T18:16:58Z
dc.date.available2024-05-10T18:16:58Z
dc.date.issued2024-05-10
dc.identifier.urihttp://hdl.handle.net/10810/67918
dc.description.abstractThis research focuses on the relationship between artificial intelligence (AI) and project management, specifically on the task of assigning labor-type resources (people) to projects. The main motivation was to automate the assignment of human resources to different projects with the help of artificial intelligence. The K-Means algorithm (a machine learning algorithm) was selected among different alternatives as the most appropriate to perform the resource allocation. For its validation, different tests were performed by varying the number of employees, projects and competencies in different scenarios. Satisfactory tests were carried out on the allocation of resources, distributing them in a maximum of 10 projects. Additionally, the uncertainty of the results was analyzed with the metrics "Silhouette Index" and "Davis-Bouldin Evaluation Score", finding limitations the higher the number of projects, number of data and their quality. Artificial intelligence is a powerful tool to support a project manager, but in no case to replace him.es_ES
dc.language.isoenges_ES
dc.rightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/3.0/es/
dc.subjectartificial intelligencees_ES
dc.subjectproject managementes_ES
dc.subjectresource allocationes_ES
dc.subjectK-Meanses_ES
dc.subjectmachine learninges_ES
dc.titleAnalysis of the use of artificial intelligence in the allocation of resources in projectses_ES
dc.typeinfo:eu-repo/semantics/masterThesis
dc.date.updated2023-09-15T09:33:41Z
dc.language.rfc3066es
dc.rights.holderAtribución-NoComercial-Compartir Igual (cc by-nc-sa)
dc.contributor.degreeMáster Universitario en Dirección de Proyectos
dc.contributor.degreeProiektu Zuzendaritza Univertsitate Masterra
dc.identifier.gaurregister136521-991467-11es_ES
dc.identifier.gaurassign153612-991467es_ES


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Atribución-NoComercial-Compartir Igual (cc by-nc-sa)
Except where otherwise noted, this item's license is described as Atribución-NoComercial-Compartir Igual (cc by-nc-sa)