Diseño de un modelo para la priorización de requerimientos funcionales y no funcionales basado en el costo y el valor para las partes interesadas dentro de los proyectos desarrollados bajo la metodología scrum
| dc.contributor.advisor | Rueda Velasco, Feizar Javier | |
| dc.contributor.author | Gutiérrez Londoño, Julian Andrés | |
| dc.contributor.orcid | Rueda Velasco,Feizar Javier [0000-0002-0109-9204] | |
| dc.date.accessioned | 2025-04-11T15:29:13Z | |
| dc.date.available | 2025-04-11T15:29:13Z | |
| dc.date.created | 2024-12-11 | |
| dc.description | Se ha desarrollado un modelo de priorización de requerimientos de software basado en el valor y el costo, utilizando una codificación binaria para indicar cuáles requerimientos serán incluidos en el desarrollo de un proyecto. El enfoque se apoya en un algoritmo genético para resolver el problema de selección de requerimientos. Además, se llevó a cabo un proceso de experimentación exploratorio que permitió identificar el efecto de diversos parámetros en el desempeño del modelo. | |
| dc.description.abstract | A software requirements prioritization model has been developed based on value and cost, using a binary encoding to indicate which requirements will be included in the development of a project. The approach relies on a genetic algorithm to solve the requirements selection problem. In addition, an exploratory experimentation process was carried out to identify the effect of various parameters on the performance of the model. | |
| dc.format.mimetype | ||
| dc.identifier.uri | http://hdl.handle.net/11349/94827 | |
| dc.language.iso | spa | |
| dc.publisher | Universidad Distrital Francisco José de Caldas | |
| dc.relation.references | Abdelazim, K., Moawad, R., & Elfakharany, E. (2020). A Framework for Requirements Prioritization Process in Agile Software Development. Journal of Physics: Conference Series, 1454(1), 0–11. https://doi.org/10.1088/1742-6596/1454/1/012001 | |
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| dc.relation.references | Abdelazim, K., Moawad, R., & Elfakharany, E. (2020). A Framework for Requirements Prioritization Process in Agile Software Development. Journal of Physics: Conference Series, 1454(1), 0–11. https://doi.org/10.1088/1742-6596/1454/1/012001 Achimugu, P., Selamat, A., Ibrahim, R., & Naz, M. (2014). A systematic literature review of software requirements prioritization research. Information and Software Technology, 56(6), 568–585. https://doi.org/10.1016/j.infsof.2014.02.001 Ahmad, K., Abdelrazek, M., Arora, C., Bano, M., & Grundy, J. (2023). Requirements engineering for artificial intelligence systems: A systematic mapping study. Information and Software Technology, 158(January), 107176. https://doi.org/10.1016/j.infsof.2023.107176 Ahmad, Rizawanti, Woodings, & Jalil. (2022). MCBRank Method to Improve Software Requirements Prioritization An Empirical Investigation. International Journal of Advanced Computer Science and Applications, 13(7), 215–222. Ahmed, M., Khan, S. U. R., & Alam, K. A. (2023). An NLP-based quality attributes extraction and prioritization framework in Agile-driven software development. Automated Software Engineering, 30(1). https://doi.org/10.1007/s10515-022-00371-9 Ahn, C. W., & Ramakrishna, R. S. (2003). Elitism-based compact genetic algorithms. IEEE Transactions on Evolutionary Computation, 7(4), 367–385. https://doi.org/10.1109/TEVC.2003.814633 Ali, A. (2012). A Framework for Using Cost-Benefit Analysis in Making the Case for Software Upgrade. Issues in Informing Science and Information Technology, 9, 399–409. https://doi.org/10.28945/1690 Ali Naqvi, M., Astekin, M., Malik, S., & Moonen, L. (2021). Adaptive Immunity for Software: Towards Autonomous Self-healing Systems. Proceedings - 2021 IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2021, Section III, 521–525. https://doi.org/10.1109/SANER50967.2021.00058 Amelia, T., & Mohamed, R. B. (2021). A Proposed Requirements Prioritization Model Based on Cost-Value Approach with Collaboration Perspective. Proceedings - 2021 International Conference on Software Engineering and Computer Systems and 4th International Conference on Computational Science and Information Management, ICSECS-ICOCSIM 2021, 10–15. https://doi.org/10.1109/ICSECS52883.2021.00009 Arshad, H., Shaheen, S., Khan, J. A., Anwar, M. S., Aurangzeb, K., & Alhussein, M. (2023). A novel hybrid requirement’s prioritization approach based on critical software project factors. Cognition, Technology and Work, 25(2–3), 305–324. https://doi.org/10.1007/s10111-023-00729-3 Borhan, N. H., Zulzalil, H., Hassan, S., & Ali, N. M. (2019). Requirements prioritization techniques focusing on agile software development: A systematic literature review. International Journal of Scientific and Technology Research, 8(11), 2118–2125. Borhan, N. H., Zulzalil, H., Hassan, S., & Ali, N. M. (2022). A Hybrid Prioritization Approach by integrating non-Functional and Functional User Stories in Agile-Scrum Software Development (i-USPA):A preliminary study. 2022 IEEE International Conference on Computing, ICOCO 2022, 276–282. https://doi.org/10.1109/ICOCO56118.2022.10031863 Borhan, N. H., Zulzalil, H., Hassan, S., Hayati, N., & Mohd, A. L. I. (2022). Requirements Prioritization in Agile Projects: From Experts’ Perspectives. Journal of Theoretical and Applied Information Technology, 100(19), 5710–5723. Bugayenko, Y., Bakare, A., Cheverda, A., Farina, M., Kruglov, A., Plaksin, Y., Pedrycz, W., & Succi, G. (2023). Prioritizing tasks in software development: A systematic literature review. In PLoS ONE (Vol. 18, Issue 4 April). https://doi.org/10.1371/journal.pone.0283838 Bukhsh, F. A., Bukhsh, Z. A., & Daneva, M. (2020). A systematic literature review on requirement prioritization techniques and their empirical evaluation. Computer Standards and Interfaces, 69(November 2019), 103389. https://doi.org/10.1016/j.csi.2019.103389 Chazette, L., & Schneider, K. (2020). Explainability as a non-functional requirement: challenges and recommendations. Requirements Engineering, 25(4), 493–514. https://doi.org/10.1007/s00766-020-00333-1 Chopra, R. K., Gupta, V., & Chauhan, D. S. (2016). Experimentation on accuracy of non functional requirement prioritization approaches for different complexity projects. Perspectives in Science, 8, 79–82. https://doi.org/10.1016/j.pisc.2016.04.001 Cofer, D. (2021). Unintended Behavior in Learning-Enabled Systems: Detecting the Unknown Unknowns. AIAA/IEEE Digital Avionics Systems Conference - Proceedings, 2021-Octob. https://doi.org/10.1109/DASC52595.2021.9594406 Dabbagh, M., Lee, S. P., & Parizi, R. M. (2014). Application of hybrid assessment method for priority assessment of functional and non-functional requirements. 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| dc.rights.acceso | Abierto (Texto Completo) | |
| dc.rights.accessrights | OpenAccess | |
| dc.subject | Priorización de requerimientos | |
| dc.subject | Costo Valor | |
| dc.subject | Agile | |
| dc.subject | Scrum | |
| dc.subject | Algoritmo genético | |
| dc.subject.keyword | Prioritization requirements | |
| dc.subject.keyword | Cost-Value | |
| dc.subject.keyword | Agile | |
| dc.subject.keyword | Scrum | |
| dc.subject.keyword | Genetic algorithm | |
| dc.subject.lemb | Maestría en Ingeniería Industrial -- Tesis y Disertaciones Académicas | |
| dc.subject.lemb | Información industrial | |
| dc.subject.lemb | Algoritmos genéticos | |
| dc.subject.lemb | Simulación por computadores | |
| dc.subject.lemb | Innovaciones tecnológicas | |
| dc.title | Diseño de un modelo para la priorización de requerimientos funcionales y no funcionales basado en el costo y el valor para las partes interesadas dentro de los proyectos desarrollados bajo la metodología scrum | |
| dc.title.titleenglish | Design of a prioritization model of functional and non-functional requirements based on cost and stakeholder value within projects developed under the scrum methodology. | |
| dc.type | masterThesis | |
| dc.type.coar | http://purl.org/coar/resource_type/c_bdcc | |
| dc.type.degree | Monografía | |
| dc.type.driver | info:eu-repo/semantics/bachelorThesis |
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