• Research Articles

    Knowledge management model for decision-making through ontologies for an employment and employability observatory

    Vol. 17 No. 3 (2021)
    Published: 2021-09-06
    David Alfonso Méndez Beltrán
    Universidad Distrital Francisco José de Caldas
    Duvan Humberto Prieto Suarez
    Universidad Distrital Francisco José de Caldas
    Luz Deicy Alvarado Nieto
    Universidad Distrital Francisco José de Caldas

    Introduction: This article is the product of the research "Knowledge management model for decision-making through ontologies for an employment and employability observatory" developed within the ComplexUD Research Group in the Universidad Distrital Francisco José de Caldas between 2018 and 2020.

    Objective: The objective of this research is the construction of a knowledge management model using ontologies of the actors involved in the employability process.

    Methodology: The construction of knowledge was carried out through the creation of ontologies, which describe the conceptual components of each actor that participates in employability, since their interaction forms the proposed model.

    Conclusion: It is observed that representing the actors through ontologies allows the behavior among them to be modeled in a way that is very close to reality, however, it must be taken into account that the components that describe the actors can change over time, for what is necessary a periodic update of the model.

    Originality: This document proposes original ideas regarding the definition and behavior of the actors identified in the development of the research, if the work of other authors is mentioned throughout the article, it is cited according to the norms established by its publication.

    Keywords: knowledge management, Ontology, employability, complexity, employment observatory

    How to Cite

    [1]
    D. A. Méndez Beltrán, D. H. Prieto Suarez, and L. D. Alvarado Nieto, “Knowledge management model for decision-making through ontologies for an employment and employability observatory”, ing. Solidar, vol. 17, no. 3, pp. 1–23, Sep. 2021, doi: 10.16925/2357-6014.2021.03.02.

    M. Ferreyra, C. Avitabile, J. Botero, F. Haimovich, S. Urzúa and Banco Mundial, “At a Crossroads: Higher Education in Latin America and the Caribbean”, pp. 1, 2017. [Online]. Available: https://openknowledge.worldbank.org /handle/10986/26489

    O. (OTI), “El futuro del trabajo que queremos La voz de los jóvenes y diferentes miradas desde América Latina y el Caribe,” Perfiles Educativos, vol. 40, no. 159, pp. 194-210, 2018 , doi: https://doi.org/10.22201/iisue.24486167e.2018.159.58775.

    Organización Internacional del Trabajo, “World Employment and Social Outlook,” vol. 2019, no. 1, pp. 1, 2019, doi: https://doi.org /10.1002/wow3.2019.2019.issue-1

    J. Hillage, E. Pollard and G. Britain, “Employability: Developing a framework for policy analy-sis”, London: Department for Education and Employment, pp. 1, 1998.

    M. Fugate and A. Kinicki, “A dispositional approach to employability: Development of a measure and test of implications for employee reactions to organizational change,” Occupational and Organizational Psychology, vol. 81, no. 3, pp. 503-527, 2008, doi: https://doi.org/10.1348/096317907x241579

    C. Mallado, S. Parejo and R. Guil, “Competencias implicadas en la empleabilidad: una pro-puesta desde la igualdad de género,” Faces De Eva: Estudos Sobre A Mulher, vol. 35, pp. 1, 2016. [Online]. Available: https://www.researchgate.net/publication/312523756_Competencias_implicadas_en_la_empleabilidad_una_propuesta_desde_la_igualdad_de_genero.

    Alianza del Pacífico, “Alianza Del Pacífico Visión 2030”, pp. 1, 2018. [Online]. Available: https://alianzapacifico.net/wp-content/uploads/V.-final-ALIANZA-DEL-PACIFICO-V2030-version-fi-nal-julio-24.pdf

    Emple-AP, “Emple-AP”, pp. 1, 2017. [Online]. Available: https://www.emple-ap.com/es/emple-ap.

    M. Aghmiyoni and H. Salimi, “A new applicable knowledge management model to develop innovativeness in a small and medium-sized enterprise research and development center,” 2015 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), pp. 1, 2015, doi: https://doi.org/10.1109/IEEM.2015.7885192.

    S. Williams, L. J. Dodd, C. Steele, R. Randall, “A systematic review of current understandings of employability,” Journal of Education and Work, pp. 1, 2015, doi: https://doi.org/10.1080/13639080.2015.1102210.

    L. Morales, M.L. Bonilla and J. Pulido, “ Effects of the Covid-19 Pandemic on the Colombian Labor Market: Disentangling the Effect of Sector-Specific Mobility Restrictions ,” Borradores De Economía, 1129. pp. 1, 2020, doi: https://doi.org/10.32468/be.1129

    J. Weller, La pandemia del COVID-19 y su efecto en las tendencias de los mercados la-borales. Cepal.org. 2021, pp. 1, doi: https://www.cepal.org /es/publicaciones/45759-la -pandemia-covid-19-su-efecto-tendencias-mercados-laborales.

    R. Maurizio, Ilo.org. 2021, pp. 1, 2021 . [Online]. Available: https://www.ilo.org /wcmsp5/groups/public/---americas/---ro-lima/documents/publication/wcms_779114.pdf.

    M. M. Pheko, K. Molefhe, “Addressing employability challenges: a framework for improving the employability of graduates in Botswana,” International Journal of Adolescence and Youth,2016. pp. 1, doi: https://doi.org/10.1080/02673843.2016.1234401.

    C. J. Lombana, S. A. Muñoz, “Competitividad, educación y empleabilidad: consideraciones para el desarrollo de los países,” Clío América, vol. 11, no. 22 , pp. 169-176 , doi: https://doi.org/10.21676/23897848.2437

    N. Vettas, G. Gatopoulos, A. Louka, I. Polycarpou, “Evaluating the Impact of Labour Market Reforms in Greece during 2010-2018,” Hellenic Observatory Research Calls Programme, pp. 1, 2019. [Online]. Available: https://www.lse.ac.uk/Hellenic-Observatory/Assets/Documents/Research/New-Research-Programme/2019/Evaluating-the-Impact-of-Labour-Market-Reforms-in-Greece-during-2010-2018-Briefing-Report.pdf

    L. E. Bohórquez Arévalo, A. X. Sierra Contreras, “Approach To The Concept Of Employability And Its Indicators An Emple-Ap Case Project,” Revista Ingeniería Solidaria, vol. 16, no. 3, pp. 1, 2020 , doi: https://doi.org/10.16925/2357-6014.2020.03.10.

    E. Mezghani, E. Exposito, K. Drira, A collaborative methodology for tacit knowledge manage-ment: Application to scientific research, Future Generation Computer Systems, pp. 1, 2015 , doi: http://dx.doi.org/10.1016/j.future.2015.05.007.

    J. Prarthana and S. Sanjeev, “Research Paper On Issues And Challenges In Knowledge Management With Respect To Employability,” Accent Journal Of Economics Ecology & Engineering, vol. 3, no. 9, pp. 1, 2018. . [Online]. Available: http://www.ajeee.co.in/index.php/AJEEE/article/view/1212/1268.

    J. I. Palacios Osma, F. L. Moreno Salazar, K. N. Morales Gómez, “Knowledge Management and Industry 4.0 and Open Innovation,” Revista Ingeniería Solidaria, vol. 16, no. 2, pp. 1, 2020 , doi: https://doi.org/10.16925/2357-6014.2020.02.09[21] K. Dalkir, “Introduction to knowledge management in theory and practice” in Knowledge ma-nagement in theory and practice, 1st ed. United States: Elsevier, pp. 1-24, 2005.

    K. Dalkir, “The knowledge management cycle” in Knowledge management in theory and prac-tice, 1st ed. United States: Elsevier, pp. 25-46, 2005.

    K. Dalkir, “Knowledge management models” in Knowledge management in theory and prac-tice, 1st ed. United States: Elsevier, pp. 47-74, 2005.

    K. Dalkir, Knowledge management in theory and practice, 1st ed. United States: Elsevier, pp. 49, 2005.

    J. Roos and G. Von Krogh, “Organizational Knowledge, Individualized (and Socialized),” Organizational Epistemology. London: Palgrave Macmillan Limited, pp. 49-68, 1995 , doi: ht-tps://doi.org/10.1007/978-1-349-24034-0_4

    I. Nonaka and H. Takeuchi, “The Knowledge-creating company: How Japanese companies create the dynamics of innovation ,” Research Policy, vol. 26, no. 4-5, pp. 598-600, 1997, doi: https://doi.org/10.1016/s0048-7333(97)80234-x.

    A. Bennet and D. Bennet, Organizational Survival in the New World: The Intelligent Complex Adaptive System. Amsterdam: Elsevier, pp. 1, 2004.

    M. Ivanović and Z. Budimac, “An overview of ontologies and data resources in medical do-mains,” Expert Systems with Applications, vol. 41, no. 11, pp. 5158-5166, 2014, doi: https://doi.org/10.1016/j.eswa.2014.02.045.

    S. Miranda, F. Orciuoli, V. Loia and D. Sampson, “An ontology-based model for competence management,” Data & Knowledge Engineering, vol. 107, pp. 51-66, 2017, doi: https://doi.or-g/10.1016/j.datak.2016.12.001.

    A. Gomez-Perez and O. Corcho, “Ontology languages for the Semantic Web,” IEEE Intelligent Systems, vol. 17, no. 1, pp. 54-60, 2002, doi: https://doi.org /10.1109/5254.988453.

    Z. Gulnaz and B. Tatiana, “The implementation of a knowledge management sys-tem model,” 2014 IEEE 8th International Conference on Application of Information and Communication Technologies (AICT), Astana, 2014, pp. 1-5, 2014, doi: https://doi.org/10.1109/ICAICT.2014.7035945.

    A. García, J. Cruz and J. García, “Analysis of knowledge management experiences in spanish public administration ,” Proceedings of the 3rd International Conference on Technological Ecosystems for Enhancing Multiculturality - TEEM, pp. 1, 2015, doi: https://doi.org/10.1145/2808580.2808609

    L. F. Hernández Corredor, R. S. Beltrán Martínez “Employability as a Complex Problem,” Revista Ingeniería Solidaria, vol. 16, no. 2, pp. 1, 2020, doi: https://doi.org /10. 16925/2357-6014.2020.02.01

    M. Musen, “The protégé project,” AI Matters, vol. 1, no. 4, pp. 4-12, 2015, doi: https://doi.org/10.1145/2757001.2757003.

    S. Álvarez Lebrum, O. M. Salazar, y D. A. Ovalle, “Hacia un modelo ontológico de aprendizaje colaborativo basado en agentes,” Revista vínculos, vol. 13, no. 1, pp. 45–55, jun. 2016, doi: https://doi.org/10.14483/2322939X.11581

    R. E. Valero Vargas, J. J. Palacios Rozo, y R. González Silva, “Tecnologías de la Información y la Comunicación y los Objetos Virtuales de Aprendizaje: un apoyo a la presencialidad,” Revista vínculos, vol. 16, no. 1, pp. 82–91, jun. 2019, doi: https://doi.org/10.14483/2322939X.15537

    A. C. Lemus Pinto, C. A. Garzón Sogamoso, y G. M. Tarazona Bermúdez, “Tic en gestión de la cadena de suministro bogotana,” Visión Electrónica, vol. 10, no. 2, pp. 195-202, 2016, doi: https://doi.org/10.14483/22484728.11653

    C. H. Caicedo y A. Smida, “Intensidad informacional para la longitudinalidad asistencial en sistemas de salud,” Visión electrónica, vol. 10, no. 1, pp. 83-95, jun. 2016, doi: https://doi.org/10.14483/22484728.11612

    J. F. Herrera-Cubides, P. A. Gaona-García, C. E. Montenegro-Marín, S. Sánchez-Alonso, y D. Martin-Moncunill, “Abstraction of linked data’s world,” Visión electrónica, vol. 13, no. 1, pp. 57-74, feb. 2019, doi: https://doi.org/10.14483/22484728.14397

    J. Soto Lozada. “Factor de competitividad financiera y contable de las organizaciones en Cartagena,” Enfoque Disciplinario, vol. 1, no. 1, pp. 1-13. 2016. [Online]. Available: http://enfo-quedisciplinario.org /revista/index.php/enfoque/article/view/4

    N. M. Salas de Gómez , “Desarrollo social de la nueva PDVSA: una mirada desde la perspec-tiva cualitativa - Primera Parte,” Enfoque Disciplinario, vol. 3,no.1, pp. 18-47. 2018. [Online]. Available: http://enfoquedisciplinario.org /revista/index.php/enfoque/article/view/11

    L. Durán Velásquez, “Estrategia de gestión basada en el cuadro de mando integral para la empresa Herrametal C.A. ubicada en municipio Iribarren, Estado Lara,” Enfoque Disciplinario, vol, 3, no. 1, pp. 49-71. 2018. [Online]. Available: http://enfoquedisciplinario.org /revista/in-dex.php/enfoque/article/view/12

    F. Agredo Satizábal. “Impacto de las TIC en la competitividad empresarial soportada por un modelo de educación digital,” Enfoque Disciplinario, vol. 4, no. 1, pp. 37-50. 2019. [Online]. Available: http://enfoquedisciplinario.org /revista/index.php/enfoque/article/view/20

    L. Niebles Núñez, S.J. De La Ossa Guerra y K.D. González Martínez. “Gestión humana en py-mes: herramientas para organizaciones altamente efectivas,” Aglala, vol. 10, no. 2, pp. 111-121. 2019. [Online]. Available: http://revistas.curnvirtual.edu.co/index.php/aglala/article/view/1437

    E. De la Hoz Granadillo, J. Morelos Gómez y L. López Polo , “Evaluación de la competitividad comercial del sector industrial colombiano mediante el coeficiente de apertura exportado-ra,” Aglala, vol. 10, no. 1, pp. 180-195. 2018. [Online]. Available: http://revistas.curnvirtual.edu.co/index.php/aglala/article/view/1343

    E. Carballo Mass, E. “Modelo de negocio para una tienda virtual de venta de llantas al sector público mediante la modalidad de contratación,” Conocimiento Global, vol. 2 no. 1, pp. 20-40. 2017. [Online]. Available: http://conocimientoglobal.org /revista/index.php/cglobal/article/view/14

    MÉTRICAS
    ARTICLE VIEWS: 494
    PDF VIEWS: 356
    Metrics
    Metrics Loading ...
    https://plu.mx/plum/a/?doi=10.16925/2357-6014.2021.03.02