Intelligent Models and Architectures for Global Learning-Oriented Cooperation

dc.contributor.authorGonzález De Miguel, Ana María
dc.contributor.authorSarasa Cabezuelo, Antonio
dc.date.accessioned2026-01-20T11:58:06Z
dc.date.available2026-01-20T11:58:06Z
dc.date.issued2025
dc.description.abstractThis paper presents the design of intelligent models and architectures for global learningoriented cooperation. The research work brings our current investigations towards the definition of a general development methodology for global intelligent systems. We use a basic top-down approach to analyze global cooperation, adding more natural intelligence into our models. Then we design, integrate and adapt software architectures to be able to extract the computational requirements of our systems at an appropriate level of abstraction. Our architectural designs serve to dynamically generate cooperative knowledge and behaviour using hybrid registries and intelligent engines. The registries store knowledge and behaviour descriptions. The functional engines control knowledge delivery processes and behaviour executions involving single and composite actions. All these elements are evaluated using a designing case study in current Sustainable Development Goals for education. This last part of the paper also discusses how our intelligent models and architectures can be further developed adding implementation details based on recent technologies.
dc.description.departmentDepto. de Ingeniería de Software e Inteligencia Artificial (ISIA)
dc.description.facultyFac. de Informática
dc.description.refereedTRUE
dc.description.sponsorshipMinisterio de Ciencia e Innovación
dc.description.statuspub
dc.identifier.doi10.1109/access.2025.3532328
dc.identifier.officialurlhttps://ieeexplore.ieee.org/abstract/document/10848095
dc.identifier.urihttps://hdl.handle.net/20.500.14352/130619
dc.journal.titleIEEE Access
dc.language.isoeng
dc.page.final16426
dc.page.initial16413
dc.publisherIEEE
dc.relation.projectIDPID2021-123048NB-I00
dc.rightsAttribution 4.0 Internationalen
dc.rights.accessRightsopen access
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subject.keywordModel
dc.subject.keywordArchitecture
dc.subject.keywordGlobal cooperation
dc.subject.keywordSustainability
dc.subject.keywordeLearning
dc.subject.ucmInformática (Informática)
dc.subject.unesco33 Ciencias Tecnológicas
dc.titleIntelligent Models and Architectures for Global Learning-Oriented Cooperation
dc.typejournal article
dc.type.hasVersionAM
dc.volume.number13
dspace.entity.typePublication
relation.isAuthorOfPublication87fb05c3-8752-4a8f-a454-d003aa89cd7c
relation.isAuthorOfPublication768e9865-e7a1-4ff7-8765-24f475180751
relation.isAuthorOfPublication.latestForDiscovery87fb05c3-8752-4a8f-a454-d003aa89cd7c

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