A Framework to Build a Big Data Ecosystem Oriented to the Collaborative Networked Organization

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AudienciaPúblico en generales_ES
CoberturaMéxico [143]es_ES
Fecha de ingreso2026-09-09T01:05:55Z
Fecha de publicación2022-01-01
ResumenA Collaborative Networked Organization (CNO) is a set of entities that operate in heterogeneous contexts and aim to collaborate to take advantage of a business opportunity or solve a problem. Big data allows CNOs to be more competitive by improving their strategy, management and business processes. To support the development of big data ecosystems in CNOs, several frameworks have been reported in the literature. However, these frameworks limit their application to a specific CNO manifestation and cannot conduct intelligent processing of big data to support decision making at the CNO. This paper makes two main contributions: (1) the proposal of a metaframework to analyze existing and future frameworks for the development of big data ecosystems in CNOs and (2) to show the Collaborative Networked Organizations–big data (CNO-BD) framework, which includes guidelines, tools, techniques, conceptual solutions and good practices for the building of a big data ecosystem in different kinds of Collaborative Networked Organizations, overcoming the weaknesses of previous issues. The CNO-BD framework consists of seven dimensions: levels, approaches, data fusion, interoperability, data sources, big data assurance and programmable modules. The framework was validated through expert assessment and a case study.es_ES
Doi10.3390/app122211494es_ES
URIhttps://riuat.uat.edu.mx/handle/123456789/1387
IdiomaEspañol [65]es_ES
RelaciónJorge-Arturo Hernandez-Almazan, Ricardo Chalmeta, Ramón Ventura Roque-Hernández, Rubén Machucho-Cadena. (2022). A Framework to Build a Big Data Ecosystem Oriented to the Collaborative Networked Organization. Applied Sciences. https://doi.org/10.3390/app122211494es_ES
URL relacionadohttps://www.mdpi.com/2076-3417/12/22/11494es_ES
DerechosAcceso Abiertoes_ES
LicenciaBY NC NDes_ES
FuenteApplied Sciences, () vol.? (2022)
Palabra clavedata analyticses_ES
Palabra claveinteroperabilityes_ES
Palabra claveknowledge managementes_ES
Palabra claveknowledge discoveryes_ES
Palabra claveinformation systemses_ES
Palabra claveenterprise networkses_ES
ClasificaciónCIENCIAS SOCIALES [5]:CIENCIAS ECONÓMICAS [53]:ORGANIZACIÓN Y DIRECCIÓN DE EMPRESAS [5311]es_ES
TítuloA Framework to Build a Big Data Ecosystem Oriented to the Collaborative Networked Organizationes_ES
TipoArtículoes_ES
ArbitradoHa sido Arbitradoes_ES
ÁreaCIENCIAS SOCIALES [5]
ÁreaCIENCIAS SOCIALES [5]es_ES
AutorJORGE-ARTURO HERNANDEZ-ALMAZAN
AutorRICARDO CHALMETA
AutorRAMÓN VENTURA ROQUE-HERNÁNDEZ;1070
AutorRUBÉN MACHUCHO-CADENA
AutorJORGE-ARTURO HERNANDEZ-ALMAZANes_ES
AutorRICARDO CHALMETAes_ES
AutorRAMÓN VENTURA ROQUE-HERNÁNDEZ;1070es_ES
AutorRUBÉN MACHUCHO-CADENAes_ES
DisciplinaCIENCIAS ECONÓMICAS [53]es_ES
EdiciónPrimeraes_ES
SubdisciplinaORGANIZACIÓN Y DIRECCIÓN DE EMPRESAS [5311]es_ES
Tipo de artículoIndexado
Tipo de artículoIndexadoes_ES

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