Mostrar el registro sencillo del ítem

Structural capital model for universities based on JDL data fusion model and information quality [Modelo de capital estructural para universidades basado en el modelo de fusión de datos JDL y la calidad de la información]

dc.creatorBecerra M.A.
dc.creatorLondoño-Montoya E.
dc.creatorSerna-Guarín L.
dc.creatorPeluffo-Ordóñez D.
dc.creatorTobón C.
dc.creatorGiraldo L.
dc.date2020
dc.date.accessioned2021-02-05T14:58:48Z
dc.date.available2021-02-05T14:58:48Z
dc.identifier.issn16469895
dc.identifier.urihttp://hdl.handle.net/11407/6021
dc.descriptionIntellectual capital is one of the most critical intangible active assets for universities, and there are multiple models to value it through the human, structural, and relational components. However, this is an open field of research that still demands new solutions to assess it effectively from each of its components. For the assessment of the structural component in higher education institutions, this study proposes a model that combines the assessment of the quality of information and the JDL data fusion model (joint directors of laboratories), which has been used in applications military. The proposed model is original in the methods used and their association, distributed in six levels that execute the pre-processing of the information, valuation of objects, valuation of the situation and the risk, and the refinement of the process. Besides, it evaluates the quality of the information, its traceability, and context to refine the process and obtain a more objective assessment taking into account the imperfection of the information for decision-making in the management of impact and risk. The model not only allows the assessment of structural capital, but also supports decision-making based on the quality of information and its impact. The functionality of the model is described by levels. © 2020, Associacao Iberica de Sistemas e Tecnologias de Informacao. All rights reserved.
dc.language.isospa
dc.publisherAssociacao Iberica de Sistemas e Tecnologias de Informacao
dc.relation.isversionofhttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85083520930&partnerID=40&md5=eed5a3f7e82b0875dbb3601807ebd650
dc.sourceRISTI - Revista Iberica de Sistemas e Tecnologias de Informacao
dc.subjectData fusionspa
dc.subjectInformation qualityspa
dc.subjectIntelectual capitalspa
dc.subjectJDL modelspa
dc.subjectStructural capitalspa
dc.titleStructural capital model for universities based on JDL data fusion model and information quality [Modelo de capital estructural para universidades basado en el modelo de fusión de datos JDL y la calidad de la información]
dc.typeArticleeng
dc.rights.accessrightsinfo:eu-repo/semantics/restrictedAccess
dc.publisher.programTronco común Ingenieríasspa
dc.publisher.programIngeniería de Sistemasspa
dc.relation.citationvolume2020
dc.relation.citationissueE29
dc.relation.citationstartpage465
dc.relation.citationendpage478
dc.publisher.facultyFacultad de Ciencias Básicasspa
dc.publisher.facultyFacultad de Ingenieríasspa
dc.affiliationBecerra, M.A., Institución Universitaria Pascual Bravo, Medellín, 050042, Colombia, Universidad de Medellín, Medellín, 050026, Colombia
dc.affiliationLondoño-Montoya, E., Universidad San Buenaventura, Medellín, 050010, Colombia, Universidad de Medellín, Medellín, 050026, Colombia
dc.affiliationSerna-Guarín, L., Instituto Tecnológico Metropolitano, Medellín, 050042, Colombia
dc.affiliationPeluffo-Ordóñez, D., Universidad Yachay Tech – SDAS Group, Urcuquí, 100115, Ecuador
dc.affiliationTobón, C., Universidad de Medellín, Medellín, 050026, Colombia
dc.affiliationGiraldo, L., Universidad de Medellín, Medellín, 050026, Colombia
dc.relation.referencesBecerra, M.A., Alvarez-Uribe, K.C., Peluffo-Ordoñez, D.H., Low Data Fusion Framework Oriented to Information Quality for BCI Systems (2018) Bioinformatics and Biomedical Engineering. IWBBIO 2018. Lecture Notes in Computer Science, 10814. , Rojas I., Ortuño F, Springer, Cham
dc.relation.referencesBezhani, I., Intellectual capital reporting at UK universities (2010) Journal of Intellectual Capital, 11 (2), pp. 179-207. , https://doi.org/10.1108/14691931011039679
dc.relation.referencesBratianu, C., THE INTELLECTUAL CAPITAL OF UNIVERSITIES (2009) Annals of the University of Oradea: Economic Science, 1
dc.relation.referencesBueno, E., Ortega, P.M., Pomeda, J.R., Torre, M.Á.L.D., Gestión del Conocimiento en Universidades y Organismos Públicos de Investigación (2003) Universidad De Madrid, pp. 15-57
dc.relation.referencesBueno, E., Salmador, M.P., Longo-Somoza, M., Advances in the identification and measurement of Intellectual Capital and future developments in the Intellectual Capital research agenda: Experience of the Intellectus Model and proposal of a synthetic index (2014) Knowledge Management Research & Practice, 12 (3), pp. 339-349
dc.relation.referencesCañibano, M.L., Sanchez, P., (2008) Intellectual Capital Management and Reporting in Universities and Research Institutions Intellectual Capital Management and Reporting in Universities and Research Institutions, 1 (26), pp. 7-25
dc.relation.referencesCricelli, L., Greco, M., Grimaldi, M., Llanes Dueñas, L.P., Intellectual capital and university performance in emerging countries: Evidence from Colombian public universities (2018) Journal of Intellectual Capital, 19 (1), pp. 71-95
dc.relation.referencesGe, M., Markus, H., Dietmar, J., Information Quality Assessment: Validating Measurement (2011) In ECIA 2011 Proceedings. 19Th European Conference on Information Systems-Ict and Sustainable Service Development, Ecis2011,Helsinki,Finland
dc.relation.referencesHaug, A., Haug, A., Zachariassen, F., Liempd, D., The costs of poor data quality (2011) J. Ind. Eng. Manag., 4 (2), pp. 168-193
dc.relation.referencesKianto, A., What do we really mean by dynamic intellectual capital? (2007) International Journal of Learning and Intellectual Capital, 4. , https://doi.org/10.1504/IJLIC.2007.016332
dc.relation.referencesMaría, L.M.E., Beatriz, M.G., Henry, T.M., Alberto, B.B.M., Sebastian, C.J., Modelo de Capital intelectual para la función de investigación en las universidades colombianas (2018) Revista Opción, 34. , ISSN: 1012-1587
dc.relation.referencesMendes, P.N., Mühleisen, H., Bizer, C., (2012) Sieve: Linked Data Quality Assessment and Fusion, pp. 116-123
dc.relation.referencesHelen-Tadesse, M., Karel, D., Wilfried, L., Bart, B., A multidimensional analysis of data quality for credit risk management: New insights and challenges (2013) Information & Management, 50 (1), pp. 43-58. , https://doi.org/10.1016/J.IM.2012.10.001, (jan 2013), 

dc.relation.referencesParshakov, P., Shakina, E.A., With or without CU: A comparative study of efficiency of European and Russian corporate universities (2017) Journal of Intellectual Capital, 19 (1), pp. 96-111
dc.relation.referencesRamirez-Corcoles, Y., Manzaneque-Lizano, M., The relevance of intellectual capital disclosure: Empirical evidence from Spanish universities (2015) Knowledge Management Research & Practice, 13 (1), pp. 31-44
dc.relation.referencesRogova, G.L., Bosse, E., Information quality in information fusion (2010) 2010 13Th International Conference on Information Fusion, pp. 1-8
dc.relation.referencesSantos Peñalver, J.F., Tejada Ponce, Á., Ramírez Córcoles, Y., Intellectual capital in Spanish public universities: Stakeholders’ information needs (2011) Journal of Intellectual Capital, 12 (3), pp. 356-376
dc.relation.referencesSecundo, G., Dumay, J., Schiuma, G., Passiante, G., Managing intellectual capital through a collective intelligence approach (2016) Journal of Intellectual Capital, 17 (2), pp. 298-319. , https://doi.org/10.1108/JIC-05-2015-0046
dc.relation.referencesSteinberg, A., Bowman, C., White, F., Revisions to the JDL Data Fusion (1991) Data Fusion Lexicon by JDL (1991
dc.relation.referencesStvilia, B., Gasser, L., Twidale, M.B., Smith, L.C., A framework for information quality assessment (2007) J. Am. Soc. Inf. Sci. Technol, 58 (12), pp. 1720-1733
dc.relation.referencesTorres-Narváez, M., Cruz-Velandia, I., (2014) Gestión Del Conocimiento: Experiencias De Instituciones académicas Y Hospitalarias, 12 (2), pp. 169-181
dc.relation.referencesVeltri, S., Mastroleo, G., Schaffhauser-Linzatti, M., Measuring intellectual capital in the university sector using a fuzzy logic expert system (2014) Knowledge Management Research & Practice, 12 (2), pp. 175-192
dc.relation.referencesVeltri, S., Silvestri, A., Direct and indirect effects of human capital on firm value: Evidence from Italian companies (2011) Journal of Human Resource Costing & Accounting, 15 (3), pp. 232-254
dc.relation.referencesWang, Y.R., Ziad, M., Lee, Y.W., (2002) Data Quality, , Kluwer Academic Publishers, Dordrecht
dc.type.versioninfo:eu-repo/semantics/publishedVersion
dc.type.driverinfo:eu-repo/semantics/article


Ficheros en el ítem

FicherosTamañoFormatoVer

No hay ficheros asociados a este ítem.

Este ítem aparece en la(s) siguiente(s) colección(ones)

Mostrar el registro sencillo del ítem