Methodological proposal for knowledge network exploration in a graph database of CENACE’s Knowledge Management System

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Paulina Vásquez
https://orcid.org/0000-0001-5212-2390
Michelle Nieto
https://orcid.org/0000-0001-7109-0056
Roberto Sánchez
Jaime Cepeda

Abstract

This paper presents a methodological proposal for data exploration through graph theory, which has been applied for the capture, validation and storage of knowledge, as a practical issue in the National Electricity Operator, CENACE. For this proposal, knowledge, knowledge management, human capital management and graph theory are considered as the basis for creating a knowledge network that allows data processing, network analysis, relationships, and graphical results that allow decision-making in an effective and efficient way, optimizing resources and innovating the way of presenting results from relational databases into graphic databases. The present work applies a methodology based on graph theory and the description of the graphical structural models, which has allowed generating study models and obtaining valid and reliable results, through a Neo4j database tool, an application that allows graphing the connections found in the social data analysis. The scientific contribution of this technical work is settled on the capture of knowledge and presentation of reports that allow generating value added ​​in terms of knowledge management, creating a competitive advantage for the Institution.

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How to Cite
Vásquez, P., Nieto, M., Sánchez, R., & Cepeda, J. . (2021). Methodological proposal for knowledge network exploration in a graph database of CENACE’s Knowledge Management System . Revista Técnica "energía", 17(2), PP. 153–163. https://doi.org/10.37116/revistaenergia.v17.n2.2021.444
Section
GESTIÓN EMPRESARIAL

References

[1] B. Saiz, José Manuel; Olalla, “Gestión del conocimiento y sistemas de calidad en los clusters de empresas familiares,” 2010.
[2] J. C. Ramos, “Desarrollo de un modelo de relación entre Gestión del Conocimiento y la Dinámica Innovadora en las Organizaciones.”
[3] Pazmiño Iván, Metodología de la Investigación Científica. 1997.
[4] P. Vásquez, “Diagnóstico Situacional para la implementación de un proceso de Gestión de Conocimiento en el Operador Nacional de Electricidad CENACE,” Rev. Técnica Energía, vol. 1, 2017.
[5] P. K. Vásquez, E. M. Nieto, and J. C. Cepeda, “Methodological proposal to manage the Transfer of individual Knowledge to the organization , case : CENACE Propuesta metodológica para gestionar la Transferencia de Conocimiento individual a la organización , caso : CENACE,” no. 16, pp. 177–187, 2020.
[6] Z. J. ZHANG, “Graph databases for knowledge management.,” IT Prof., vol. 19, no. 6, pp. 26–32, 2017.
[7] B. Bollobás, “Modern graph theory,” Springer Sci. Bus. Media, vol. 184, 2013.
[8] R. Lee, “Information sharing and human capital efficiency in poor neighborhoods : some graph theoretic,” pp. 917–928, 2012.
[9] R. Cross, A. Parker, and L. Sasson, Networks in the Knowledge Economy. 2003.
[10] H.-J. Bandelt and V. Chepoi, “‘Metric graph theory and geometry: a survey,’” Contemp. Math. 453, pp. 49–86, 2008.

[11] M. Darvish, M. Yasaei, and A. Saeedi, “Application of the graph theory and matrix methods to contractor ranking,” Int. J. Proj. Manag., vol. 27, no. 6, pp. 610–619, 2009.
[12] M. Teresa, E. Portillo, J. Andrés, H. Gómez, V. E. Ortega, and G. M. Moreno, “Modelos de Ecuaciones Estructurales : Características , Fases , Construcción , Aplicación y Resultados,” pp. 16–22, 2016.
[13] A. A. Chica, “Introducción a los Modelos Estructurales en Investigación Social.”
[14] J. L. Moreno, “Who shall survive?: A new approach to the problem of human interrelations.” 1934.
[15] J. A. Barnes, “http://soc.sagepub.com/ Graph Theory and Social Networks: A Technical Comment on Connectedness and Connectivity,” 2014.
[16] J. Scott, “‘Social network analysis,’” Sociol. 22.1, pp. 109–127, 1988.
[17] D. Shi, “‘A learning path recommendation model based on a multidimensional knowledge graph framework for e-learning.,’” Knowledge-Based Syst., 2020.
[18] G. Widén-wulff and F.- Turku, “Building a Knowledge Sharing Company - Evidence From the Finnish Insurance Industry Reima Suomi Information systems science Turku School of Economics and Business Administration,” 2002.
[19] R. Cross, A. Parker, and L. Prusak, “Knowing What We Know : Supporting Knowledge Creation and Sharing in Social Networks,” IBM Inst. Knowl. Manag., no. August, 2000.
[20] M. Pérez Montoro Gutiérrez, Gestión del conocimiento en las organizaciones. 2008.
[21] M. Otero-Mateo and A. Pastor-Fernandez, Introductory Chapter: Human Capital, Knowledge Management and Competences in Project Management. 2018.
[22] H. P. Alfaro and C. D. G. De Conocimiento, “Implementación de la Gestión del Conocimiento en la empresa,” no. 135, pp. 1–6, 2011.

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