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Diseño de un framework híbrido armonizado con inteligencia artificial (IA) para la gestión de la calidad en proyectos de desarrollo de software

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datacite.rightshttp://purl.org/coar/access_right/c_f1cf
dc.contributor.advisorIglesias, Adriana
dc.contributor.advisorRuiz Rangel, Jonathan
dc.contributor.authorFruto Pizarro, Elkin
dc.contributor.authorMartínez Bernal, Camila
dc.contributor.authorBarraza Vanegas, Leonardo
dc.contributor.authorOrozco Márquez, Reynaldo
dc.date.accessioned2025-09-02T22:13:34Z
dc.date.available2025-09-02T22:13:34Z
dc.date.issued2025
dc.description.abstractEste proyecto propone el diseño de un framework híbrido que combina Scrum, CMMI 3.0 DEV Nivel 3 y el uso de inteligencia artificial (IA) para optimizar los tiempos y gestión de calidad en proyectos de desarrollo de software. El trabajo parte de la necesidad de equilibrar la flexibilidad de las metodologías ágiles con la disciplina y trazabilidad exigidas por modelos de madurez como CMMI. La investigación identificó que, aunque Scrum es muy eficaz en entornos cambiantes, puede carecer de controles formales de calidad, mientras que CMMI ofrece un marco sólido de procesos, pero con menor capacidad de adaptación.spa
dc.description.abstractThis project proposes the design of a hybrid framework that combines Scrum, CMMI 3.0 DEV Level 3, and the use of artificial intelligence (AI) to optimize time and quality management in software development projects. The work stems from the need to balance the flexibility of agile methodologies with the discipline and traceability required by maturity models such as CMMI. The research identified that, although Scrum is very effective in changing environments, it can lack formal quality controls, while CMMI offers a solid process framework but with less adaptability.eng
dc.format.mimetypepdf
dc.identifier.urihttps://hdl.handle.net/20.500.12442/16898
dc.language.isospa
dc.publisherEdiciones Universidad Simón Bolívarspa
dc.publisherFacultad de Ingenieríasspa
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internationaleng
dc.rights.accessrightsinfo:eu-repo/semantics/embargoedAccess
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectFramework híbridospa
dc.subjectOptimizaciónspa
dc.subjectAgilidadspa
dc.subjectHerramientas de inteligencia artificialspa
dc.subject.keywordsCmmi-deveng
dc.subject.keywordsScrumeng
dc.titleDiseño de un framework híbrido armonizado con inteligencia artificial (IA) para la gestión de la calidad en proyectos de desarrollo de softwarespa
dc.type.driverinfo:eu-repo/semantics/other
dc.type.spaOtros
dcterms.referencesdigital.ai. (s.f.). The 17th State of Agile Report. (2023). Obtenido de https://info.digital.ai/rs/981-LQX-968/images/RE-SA-17th-Annual-State-Of-AgileReport.pdf?version=0eng
dcterms.referencesCetina Velandia, J.J., et al. (2023). Diseño de instrumentos que garanticen la calidad y mejores prácticas en el desarrollo de software para las pequeñas y medianas empresas de Bogotá. Universidadean. Recuperado de https://repository.universidadean.edu.co/bitstreams/0647b1d0-47ae-47d3-b4ac1b97deab45f7/downloadspa
dcterms.referencesTilano Molina, G.P., et al. (2022). Plan de mejoramiento empresarial para la actuación comercial de CDA a partir de la planeación estratégica de las TIC. Universidadean. Recuperado de https://repository.universidadean.edu.co/bitstreams/6d7d99d6-62d8- 427f-bcc8-7e7c81bb739b/downloadspa
dcterms.referencesOuaarous, R., Hilal, I., & Mezrioui, A. (2024). On Using Artificial Intelligence in Software Quality Assurance: A State of the Art. En Proceedings of SQAMIA 2024 (Novi Sad, Serbia). CEUR Workshop Proceedings. Recuperado de http://ceur-ws.org/Vol3845/paper05.pdfeng
dcterms.referencesRivera, O. (2024, 30 de mayo). ¿Está CMMI preparado para revisar empresas de desarrollo de software digitales con IA? LinkedIn. Recuperado de https://www.linkedin.com/pulse/est%C3%A1-cmmi-preparado-para-revisarempresas-de-software-oscar-rivera/spa
dcterms.referencesAfonso Alonso, N., & Jara López, V. (2014). Towards Agile CMMI Level 3: Requirement Development and Verification. InfoQ. Recuperado de https://www.infoq.com/articles/agile-cmmi-rd-ver/eng
dcterms.referencesAmbler, S. (2016). Combining Agile and CMMI? Then You Better Be Disciplined. Disciplined Agile Blog – ProjectManagement.com. Recuperado de https://www.projectmanagement.com/blog-post/61856/Combining-Agile-andCMMI---Then-You-Better-Be-Disciplinedeng
dcterms.referencesBahi, A., Gharib, J., & Gahi, Y. (2024). Integrating Generative AI for Advancing Agile Software Development and Mitigating Project Management Challenges. International Journal of Advanced Computer Science and Applications, 15(3). Recuperado de https://thesai.org/Downloads/Volume15No3/Paper_6- Integrating_Generative_AI_for_Advancing_Agile_Software.pdfeng
dcterms.referencesCMMI Institute. (2018). CMMI® and Agile – Key Benefits of CMMI V2.0 for Agile. ISACA. Recuperado de https://cmmiinstitute.com/agileeng
dcterms.referencesCognizant. (2023). Elevating Excellence: Integrating Generative AI into CMMI for NextLevel Performance. Cognizant Whitepaper. Recuperado de https://www.cognizant.com/en_us/services/documents/elevating-excellenceintegrating-generative-ai-into-cmmi.pdfeng
dcterms.referencesStåhlberg, V. (2024). Enhancing software development processes with artificial intelligence. https://www.utupub.fi/bitstream/handle/10024/179187/Stahlberg_Vili_opinnayte.pd f?sequence=1eng
dcterms.referencesAkhiwu, B. (2024). Agile software development project management and integrations incorporating AI. https://www.researchgate.net/publication/389548946_Agile_software_development _project_management_and_integrations_incorporating_AIeng
dcterms.referencesPosada, J. et al. (2020). A new paradigm for accelerating clinical data science at Stanford Medicine. https://arxiv.org/pdf/2003.10534eng
dcterms.referencesVerhaeg, R.F. (2016). Uma abordagem de predição de falhas de software no contexto de desenvolvimento ágil. https://www.teses.usp.br/teses/disponiveis/55/55134/tde19122016-110134/publico/RicardoFontaoVerhaeg_revisada.pdfptg
dcterms.referencesFrancisco, R.E. (2023). Sistema tutor inteligente baseado em aprendizado de máquina para ensino-aprendizagem de manutenção de software. https://repositorio.ufu.br/bitstream/123456789/41374/3/SistemaTutorInteligente.pdfptg
dcterms.referencesDigital.ai. (2023). 17th State of Agile Report. Recuperado de https://stateofagile.com/#ufhi-615706098-16th-state-of-agile-report/7027494eng
dcterms.referencesJoembunthanaphong, S., & Sriharee, C. (2022). Improving the Quality of Requirements Engineering Process in Software Development with Agile Methods: A Case Study of a Telemedicine Startup. 2022 24th International Conference on Advanced Communication Technology (ICACT). https://ieeexplore.ieee.org/document/10049356eng
dcterms.referencesZhang, H., & Shao, D. (2012). Research on Combining Scrum with CMMI in Small and Medium Organizations. 2012 2nd International Conference on Consumer Electronics, Communications and Networks (CECNet). https://ieeexplore.ieee.org/document/6202335eng
dcterms.referencesCapgemini & Micro Focus. (2023). World Quality Report 2023–2024 [Resumen]. Recuperado de https://www.worldqualityreport.com/eng
dcterms.referencesISACA. (2023). CMMI V3.0 Model Changes. CMMI Institute. Recuperado de https://cmmiinstitute.com/eng
dcterms.referencesSchwaber, K., & Sutherland, J. (2020). The Scrum Guide: The Definitive Guide to Scrum: The Rules of the Game. Scrum.org.eng
dcterms.referencesRussell, S. J., & Norvig, P. (2021). Artificial Intelligence: A Modern Approach (4th ed.). Pearson Education.eng
dcterms.referencesAI-Driven Decision Support Systems in Agile Software Project Management. (2025). MDPI. Recuperado de https://www.mdpi.com/2079-8954/13/3/208eng
dcterms.referencesAgile Software Development with Artificial Intelligence System Integration. (2023). ResearchGate. Recuperado de https://www.researchgate.net/publication/371289814_Agile_Software_Developmen t_with_Artificial_Intelligence_System_Integrationeng
dcterms.referencesGarzás, J., & Paulk, M. C. (2013). A case study of software process improvement with CMMI‐DEV and Scrum in Spanish companies. Journal of Software: Evolution and Process, 25(12), 1270–1280. https://doi.org/10.1002/smr.1605eng
dcterms.referencesNenni, M. E., De Felice, F., De Luca, C., & Forcina, A. (2024). How artificial intelligence will transform project management in the age of digitization: a systematic literature review. Management Review Quarterly. https://doi.org/10.1007/s11301-024-00418- zeng
dcterms.referencesPreeti Tupsakhare, Elevance Health. (2022). Enhancing Agile Methodologies with AI: Driving Efficiency and Innovation. (2024). ResearchGate. https://www.researchgate.net/publication/385078222_Enhancing_Agile_Methodolo gies_with_AI_Driving_Efficiency_and_Innovationeng
oaire.versioninfo:eu-repo/semantics/acceptedVersion
sb.investigacionInteligencia computacional o soft computingspa
sb.programaEspecialización en Ingeniería de Softwarespa
sb.sedeSede Barranquillaspa

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