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dc.contributor.authorHernandez-Almazan, Jorge-Arturo
dc.contributor.authorChalmeta, Ricardo
dc.contributor.authorRoque Hernández, Ramón Ventura
dc.contributor.authorMachucho-Cadena, Rubén
dc.date.accessioned2023-02-03T07:44:30Z
dc.date.available2023-02-03T07:44:30Z
dc.date.issued2022-11-02
dc.identifier.citationHernandez-Almazan, J.-A.; Chalmeta, R.; Roque-Hernández, R.V.; Machucho-Cadena, R. A Framework to Build a Big Data Ecosystem Oriented to the Collaborative Networked Organization. Appl. Sci. 2022, 12, 11494. https://doi.org/10.3390/app122211494ca_CA
dc.identifier.issn2076-3417
dc.identifier.urihttp://hdl.handle.net/10234/201525
dc.description.abstractA 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.ca_CA
dc.format.extent21 p.ca_CA
dc.format.mimetypeapplication/pdfca_CA
dc.language.isoengca_CA
dc.relation.isPartOfApplied Sciences, 2022, vol. 12, no 22ca_CA
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/ca_CA
dc.subjectdata analyticsca_CA
dc.subjectinteroperabilityca_CA
dc.subjectknowledge managementca_CA
dc.subjectknowledge discoveryca_CA
dc.subjectinformation systemsca_CA
dc.subjectenterprise networksca_CA
dc.subjectvirtual enterprisesca_CA
dc.titleA Framework to Build a Big Data Ecosystem Oriented to the Collaborative Networked Organizationca_CA
dc.typeinfo:eu-repo/semantics/articleca_CA
dc.identifier.doihttps://doi.org/10.3390/app122211494
dc.rights.accessRightsinfo:eu-repo/semantics/openAccessca_CA
dc.relation.publisherVersionhttps://www.mdpi.com/2076-3417/12/22/11494ca_CA
dc.type.versioninfo:eu-repo/semantics/publishedVersionca_CA


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