Derechos de autor 2021 Investigación e Innovación en Ingenierías
Esta obra está bajo una licencia internacional Creative Commons Atribución 4.0.
Caracterización de marcos de referencia que apoyan la implementación del gobierno de datos propuesto por MinTIC para entidades públicas
Corresponding Author(s) : Mauricio Garcés Ordóñez
Investigación e Innovación en Ingenierías,
Vol. 9 Núm. 2 (2021): Julio - Diciembre
Resumen
El gobierno de datos (GD) asegura que los datos cumplan con las expectativas del negocio, reduzca costos de gestión, protección y desarrolle los datos como un activo estratégico y de valor. En Colombia, el Ministerio de Tecnologías de la Información y las Comunicaciones (MinTIC) ha entregado una herramienta conceptual para que las entidades públicas puedan adoptar la Arquitectura TI Colombia, definiendo lineamientos y guías para facilitar su entendimiento y aplicación. Este artículo tiene como Objetivo: Caracterizar el alcance de los marcos de referencia para facilitar la implementación del GD establecido por MinTIC para las entidades públicas. Metodología: El proceso consistió en: 1) identificar marcos de referencia, 2) caracterizar relación de marcos de referencia con lineamientos y elementos, 3) identificar alineación de los ámbitos y aportes de los marcos de gestión y GD para la implementación del GD, y 4) analizar los resultados de la investigación. Resultados: El proceso permitió identificar los elementos que cada marco de referencia aporta a la implementación del GD de acuerdo a los lineamientos establecidos por el MinTIC. Conclusiones: El Data Management Body of Knowledge del Data Management Association (DAMA) entrega herramientas y técnicas que facilitan la implementación de lo estipulado por el ministerio, el cual puede complementarse con elementos del Data Governance Framework del Data Governance Institute (DGI) y The Open Group Architecture Framework (TOGAF).
Palabras clave
Descargar cita
Endnote/Zotero/Mendeley (RIS)BibTeX
- A. Caro, A. Fuentes, and M. A. Soto, “Desarrollando sistemas de información centrados en la calidad de datos,” Ingeniare Rev. Chil. Ing., vol. 21, no. 1, pp. 54–69, Apr. 2013. DOI: https://doi.org/10.4067/S0718-33052013000100006.
- J. Castro, “Importancia de la tecnología en las empresas en crecimiento,” Blog Corponet, Aug. 11, 2016. https://blog.corponet.com.mx/importancia-de-la-tecnologia-en-las-empresas-en-crecimiento (accessed May 05, 2019).
- L. F. Castillo, C. Raymundo, and F. D. Mateos, “Information architecture model for data governance initiatives in peruvian universities,” in 9th International Conference on Management of Digital EcoSystems, MEDES 2017, Bangkok, Thailand, Nov. 2017, vol. 2017-January, pp. 104–107. DOI: https://doi.org/10.1145/3167020.3167036.
- V. Khatri and C. V. Brown, “Designing data governance,” Commun. ACM, vol. 53, no. 1, pp. 148–152, 2010. DOI: https://doi.org/10.1145/1629175.1629210.
- T. Lillie and S. Eybers, “Identifying the constructs and agile capabilities of data governance and data management: A review of the literature,” Commun. Comput. Inf. Sci., vol. 933, pp. 313–326, 2019. DOI:https://doi.org/10.1007/978-3-030-11235-6_20.
- R. Abraham, J. Schneider, and J. vom Brocke, “Data governance: A conceptual framework, structured review, and research agenda,” Int. J. Inf. Manag., vol. 49, pp. 424–438, Dec. 2019. DOI: https://doi.org/10.1016/j.ijinfomgt.2019.07.008.
- M. Aisyah and Y. Ruldeviyani, “Designing data governance structure based on data management body of knowledge (DMBOK) Framework: A case study on Indonesia deposit insurance corporation (IDIC),” in 2018 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2018, Yogyakarta, Indonesia, Jan. 2019, pp. 307–312. DOI:https://doi.org/10.1109/ICACSIS.2018.8618151.
- N. Bhansali, Data Governance : Creating Value from Information Assets. Auerbach Publications, 2013.
- B. Gómez, B. Bermejo, and C. Juiz, “IT Governance and Its Implementation Based on a Detailed Framework of IT Governance (dFogIT) in Public Enterprises,” in Information Technology Governance in Public Organizations: Theory and Practice, L. Rusu and G. Viscusi, Eds. Cham: Springer International Publishing, 2017, pp. 133–155.
- S. Thammaboosadee and N. Dumthanasarn, “Proposed Amendments of Public Information Act Towards Data Governance Framework for Open Government Data: Context of Thailand,” presented at the TIMES-iCON 2018 - 3rd Technology Innovation Management and Engineering Science International Conference, 2019. DOI: https://doi.org/10.1109/TIMES-iCON.2018.8621651.
- DAMA International, The Data Management Body of Knowledge, 2nd ed. Basking Ridge, New Jersey: Technics Publications, 2017.
- J. Maulina and Y. Ruldeviyani, “Data Govemance and Data Architecture for the Ministry of Foreign Affairs of the Republic of Indonesia,” in Proceedings of 2019 International Conference on Information Management and Technology, ICIMTech 2019, Aug. 2019, pp. 409–414. DOI: https://doi.org/10.1109/ICIMTech.2019.8843766.
- T. Gwen, “The DGI Data Governance Framework,” The Data Governance Institute, 2004.
- http://www.datagovernance.com/the-dgi-framework/ (accessed Mar. 21, 2019).
- H. N. Prasetyo and K. Surendro, “Designing a data governance model based on soft system methodology (SSM) in organization,” J. Theor. Appl. Inf. Technol., vol. 78, no. 1, pp. 46–52, 2015.
- C. Rincón López, M. D. Rojas López, and M. E. Valencia Corrales, “Approach of framework for information governance based on COBIT,” Espacios, vol. 38, no. 46, 2017.
- N. Q. Nada, S. Wibowo, and M. Novita, “Designing Enterprise Architecture in Koperasi Karyawan using TOGAF Architecture Development,” in IOP Conference Series: Materials Science and Engineering, Semarang, Indonesia, May 2020, vol. 835, no. 1. DOI:https://doi.org/10.1088/1757-899X/835/1/012049.
- A. Wrobel, K. Komnata, and K. Rudek, “IBM data governance solutions,” in Proceedings of 4th International Conference on Behavioral, Economic, and Socio-Cultural Computing, BESC 2017, Cracow, Poland, Jan. 2017, vol. 2018-January, pp. 1–3. DOI:https://doi.org/10.1109/BESC.2017.8256387.
- P. W. Sigmon, “Information governance takes the stage,” IBM Data Manag. Mag., no. 11, pp. 1–3, Nov. 2013.
- MinTIC, “G.GEN.01 Generalidades del Marco de Referencia de AE para la gestión de TI.” Oct. 2019, Accessed: Mar. 28, 2020. [Online]. Available: https://www.mintic.gov.co/arquitecturati/630/propertyvalues-8158_descargable_3.pdf.
- MinTIC, “Marco de Referencia de Arquitectura Empresarial,” 2019.
- https://mintic.gov.co/arquitecturati/630/w3-channel.html (accessed Jul. 04, 2020).
- MinTIC, “MGGTI.G.INF.05 Guía Técnica de Información - Gobierno del dato.” Oct. 2019, [Online]. Available: https://www.mintic.gov.co/arquitecturati/630/articles-9258_recurso_pdf.pdf.
- The Open Group, The Open Group Architecture Framework – TOGAF, 9th ed. San Francisco, E.E.U.U.: The Open Group, 2018.
- ISACA, COBIT 5, Un Marco de Negocio para el Gobierno y la Gestión de las TI de la Empresa. Rolling Meadows, IL 60008 EE.UU.: 978-1-60420-282-3, 2019.
- Jimmym and IBM, “Seis pasos para el Gobierno de Datos,” 2012. https://www.ibm.com/developerworks/ssa/data/library/techarticle/gobierno-datos/index.html (accessed May 27, 2019).
- G. P. Gasca-Hurtado and L. Machuca-Villegas, “Era de la Cuarta Revolución Industrial,” RISTI - Rev. Ibérica Sist. E Tecnol. Informação, no. 34, pp. xi–xv, Oct. 2019. DOI: https://doi.org/10.17013/risti.34.0.
- M. A. O. Sanabria, F. O. A. Fernández, and M. P. G. Zabala, “Colombian case study for the analysis of open data government: A data quality approach,” in ACM International Conference Proceeding Series, Galway, Ireland, Apr. 2018, pp. 389–394. DOI:https://doi.org/10.1145/3209415.3209474.
- D. Heredia-Vizcaíno and W. Nieto, “A Governing Framework for Data-Driven Small Organizations in Colombia,” in New Knowledge in Information Systems and Technologies, 2019, pp. 622–629.
- S. Kotusev, “TOGAF-based enterprise architecture practice: An exploratory case study,” Commun. Assoc. Inf. Syst., vol. 43, no. 1, pp. 321–359, 2018. DOI: https://doi.org/10.17705/1CAIS.04320.
- I. W. S. M. Vergantana, I. G. R. Dantes, and K. Y. E. Aryanto, “Evaluation of governance financial management information system (SIPKD) with framework of COBIT 5 in the government of Denpasar city,” in Journal of Physics: Conference Series, Singaraja, Indonesia, Apr. 2020, vol. 1516, no. 1. DOI: https://doi.org/10.1088/1742-6596/1516/1/012007.
- A. Yulfitri, “Modeling operational model of data governance in government: Case study: Government agency X in Jakarta,” presented at the 2016 International Conference on Information Technology Systems and Innovation, ICITSI 2016 - Proceedings, 2017. DOI: https://doi.org/10.1109/ICITSI.2016.7858207.
- T. Mlangeni and E. Ruhode, “Data governance: A challenge for merged and collaborating institutions in developing countries,” IFIP Adv. Inf. Commun. Technol., vol. 504, pp. 242–253, 2017. DOI: https://doi.org/10.1007/978-3-319-59111-7_21.
- G. Wang, Y. Wang, J. Wang, and S. Yang, “Study of data governance evaluation in enterprises based on grouping method for combining evidence,” Xitong Gongcheng Lilun Yu ShijianSystem Eng. Theory Pract., vol. 36, no. 6, pp. 1505–1516, 2016. DOI: https://doi.org/10.12011/1000-6788(2016)06-1505-12.
- S. B. A. Guetat and S. B. D. Dakhli, “The Architecture Facet of Information Governance: The Case of Urbanized Information Systems,” in Procedia Computer Science, Vilamoura, Portugal, Sep. 2015, vol. 64, pp. 1088–1098. DOI: https://doi.org/10.1016/j.procs.2015.08.564.
Referencias
A. Caro, A. Fuentes, and M. A. Soto, “Desarrollando sistemas de información centrados en la calidad de datos,” Ingeniare Rev. Chil. Ing., vol. 21, no. 1, pp. 54–69, Apr. 2013. DOI: https://doi.org/10.4067/S0718-33052013000100006.
J. Castro, “Importancia de la tecnología en las empresas en crecimiento,” Blog Corponet, Aug. 11, 2016. https://blog.corponet.com.mx/importancia-de-la-tecnologia-en-las-empresas-en-crecimiento (accessed May 05, 2019).
L. F. Castillo, C. Raymundo, and F. D. Mateos, “Information architecture model for data governance initiatives in peruvian universities,” in 9th International Conference on Management of Digital EcoSystems, MEDES 2017, Bangkok, Thailand, Nov. 2017, vol. 2017-January, pp. 104–107. DOI: https://doi.org/10.1145/3167020.3167036.
V. Khatri and C. V. Brown, “Designing data governance,” Commun. ACM, vol. 53, no. 1, pp. 148–152, 2010. DOI: https://doi.org/10.1145/1629175.1629210.
T. Lillie and S. Eybers, “Identifying the constructs and agile capabilities of data governance and data management: A review of the literature,” Commun. Comput. Inf. Sci., vol. 933, pp. 313–326, 2019. DOI:https://doi.org/10.1007/978-3-030-11235-6_20.
R. Abraham, J. Schneider, and J. vom Brocke, “Data governance: A conceptual framework, structured review, and research agenda,” Int. J. Inf. Manag., vol. 49, pp. 424–438, Dec. 2019. DOI: https://doi.org/10.1016/j.ijinfomgt.2019.07.008.
M. Aisyah and Y. Ruldeviyani, “Designing data governance structure based on data management body of knowledge (DMBOK) Framework: A case study on Indonesia deposit insurance corporation (IDIC),” in 2018 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2018, Yogyakarta, Indonesia, Jan. 2019, pp. 307–312. DOI:https://doi.org/10.1109/ICACSIS.2018.8618151.
N. Bhansali, Data Governance : Creating Value from Information Assets. Auerbach Publications, 2013.
B. Gómez, B. Bermejo, and C. Juiz, “IT Governance and Its Implementation Based on a Detailed Framework of IT Governance (dFogIT) in Public Enterprises,” in Information Technology Governance in Public Organizations: Theory and Practice, L. Rusu and G. Viscusi, Eds. Cham: Springer International Publishing, 2017, pp. 133–155.
S. Thammaboosadee and N. Dumthanasarn, “Proposed Amendments of Public Information Act Towards Data Governance Framework for Open Government Data: Context of Thailand,” presented at the TIMES-iCON 2018 - 3rd Technology Innovation Management and Engineering Science International Conference, 2019. DOI: https://doi.org/10.1109/TIMES-iCON.2018.8621651.
DAMA International, The Data Management Body of Knowledge, 2nd ed. Basking Ridge, New Jersey: Technics Publications, 2017.
J. Maulina and Y. Ruldeviyani, “Data Govemance and Data Architecture for the Ministry of Foreign Affairs of the Republic of Indonesia,” in Proceedings of 2019 International Conference on Information Management and Technology, ICIMTech 2019, Aug. 2019, pp. 409–414. DOI: https://doi.org/10.1109/ICIMTech.2019.8843766.
T. Gwen, “The DGI Data Governance Framework,” The Data Governance Institute, 2004.
http://www.datagovernance.com/the-dgi-framework/ (accessed Mar. 21, 2019).
H. N. Prasetyo and K. Surendro, “Designing a data governance model based on soft system methodology (SSM) in organization,” J. Theor. Appl. Inf. Technol., vol. 78, no. 1, pp. 46–52, 2015.
C. Rincón López, M. D. Rojas López, and M. E. Valencia Corrales, “Approach of framework for information governance based on COBIT,” Espacios, vol. 38, no. 46, 2017.
N. Q. Nada, S. Wibowo, and M. Novita, “Designing Enterprise Architecture in Koperasi Karyawan using TOGAF Architecture Development,” in IOP Conference Series: Materials Science and Engineering, Semarang, Indonesia, May 2020, vol. 835, no. 1. DOI:https://doi.org/10.1088/1757-899X/835/1/012049.
A. Wrobel, K. Komnata, and K. Rudek, “IBM data governance solutions,” in Proceedings of 4th International Conference on Behavioral, Economic, and Socio-Cultural Computing, BESC 2017, Cracow, Poland, Jan. 2017, vol. 2018-January, pp. 1–3. DOI:https://doi.org/10.1109/BESC.2017.8256387.
P. W. Sigmon, “Information governance takes the stage,” IBM Data Manag. Mag., no. 11, pp. 1–3, Nov. 2013.
MinTIC, “G.GEN.01 Generalidades del Marco de Referencia de AE para la gestión de TI.” Oct. 2019, Accessed: Mar. 28, 2020. [Online]. Available: https://www.mintic.gov.co/arquitecturati/630/propertyvalues-8158_descargable_3.pdf.
MinTIC, “Marco de Referencia de Arquitectura Empresarial,” 2019.
https://mintic.gov.co/arquitecturati/630/w3-channel.html (accessed Jul. 04, 2020).
MinTIC, “MGGTI.G.INF.05 Guía Técnica de Información - Gobierno del dato.” Oct. 2019, [Online]. Available: https://www.mintic.gov.co/arquitecturati/630/articles-9258_recurso_pdf.pdf.
The Open Group, The Open Group Architecture Framework – TOGAF, 9th ed. San Francisco, E.E.U.U.: The Open Group, 2018.
ISACA, COBIT 5, Un Marco de Negocio para el Gobierno y la Gestión de las TI de la Empresa. Rolling Meadows, IL 60008 EE.UU.: 978-1-60420-282-3, 2019.
Jimmym and IBM, “Seis pasos para el Gobierno de Datos,” 2012. https://www.ibm.com/developerworks/ssa/data/library/techarticle/gobierno-datos/index.html (accessed May 27, 2019).
G. P. Gasca-Hurtado and L. Machuca-Villegas, “Era de la Cuarta Revolución Industrial,” RISTI - Rev. Ibérica Sist. E Tecnol. Informação, no. 34, pp. xi–xv, Oct. 2019. DOI: https://doi.org/10.17013/risti.34.0.
M. A. O. Sanabria, F. O. A. Fernández, and M. P. G. Zabala, “Colombian case study for the analysis of open data government: A data quality approach,” in ACM International Conference Proceeding Series, Galway, Ireland, Apr. 2018, pp. 389–394. DOI:https://doi.org/10.1145/3209415.3209474.
D. Heredia-Vizcaíno and W. Nieto, “A Governing Framework for Data-Driven Small Organizations in Colombia,” in New Knowledge in Information Systems and Technologies, 2019, pp. 622–629.
S. Kotusev, “TOGAF-based enterprise architecture practice: An exploratory case study,” Commun. Assoc. Inf. Syst., vol. 43, no. 1, pp. 321–359, 2018. DOI: https://doi.org/10.17705/1CAIS.04320.
I. W. S. M. Vergantana, I. G. R. Dantes, and K. Y. E. Aryanto, “Evaluation of governance financial management information system (SIPKD) with framework of COBIT 5 in the government of Denpasar city,” in Journal of Physics: Conference Series, Singaraja, Indonesia, Apr. 2020, vol. 1516, no. 1. DOI: https://doi.org/10.1088/1742-6596/1516/1/012007.
A. Yulfitri, “Modeling operational model of data governance in government: Case study: Government agency X in Jakarta,” presented at the 2016 International Conference on Information Technology Systems and Innovation, ICITSI 2016 - Proceedings, 2017. DOI: https://doi.org/10.1109/ICITSI.2016.7858207.
T. Mlangeni and E. Ruhode, “Data governance: A challenge for merged and collaborating institutions in developing countries,” IFIP Adv. Inf. Commun. Technol., vol. 504, pp. 242–253, 2017. DOI: https://doi.org/10.1007/978-3-319-59111-7_21.
G. Wang, Y. Wang, J. Wang, and S. Yang, “Study of data governance evaluation in enterprises based on grouping method for combining evidence,” Xitong Gongcheng Lilun Yu ShijianSystem Eng. Theory Pract., vol. 36, no. 6, pp. 1505–1516, 2016. DOI: https://doi.org/10.12011/1000-6788(2016)06-1505-12.
S. B. A. Guetat and S. B. D. Dakhli, “The Architecture Facet of Information Governance: The Case of Urbanized Information Systems,” in Procedia Computer Science, Vilamoura, Portugal, Sep. 2015, vol. 64, pp. 1088–1098. DOI: https://doi.org/10.1016/j.procs.2015.08.564.