Multi-criteria and multi-expert requirement prioritization using fuzzy linguistic labels

dc.creatorRottoli, Giovani Daian
dc.creatorCasanova Pietroboni, Carlos Antonio
dc.creator.orcid0000-0002-7623-2591
dc.creator.orcid0000-0002-2142-2187
dc.date.accessioned2024-12-27T13:50:36Z
dc.date.issued2022-02-08
dc.description.abstractRequirement prioritization in Software Engineering is the activity that helps to select and or-der for the requirements to be implemented in each software development process iteration. Thus, requirement prioritization assists the decision-making process during iteration management. This work presents a method for requirement prioritization that considers many experts’ opinions on multiple decision criteria provided using fuzzy linguistic labels, a tool that allows capturing the imprecision of each experts’ judgment. These opinions are then aggregated using the fuzzy ag-gregation operator MLIOWA considering different weights for each expert. Then, an order for the requirements is given considering the aggregated opinions and different weights for each evaluated dimension or criteria. The method proposed in this work has been implemented and demonstrated using a synthetic dataset. A statistical evaluation of the results obtained using different t-norms was also carried out.
dc.description.affiliationFil: Rottoli, Giovanni Daián. Universidad Tecnológica Nacional. Facultad Regional Concepción del Uruguay. Departamento Ingeniería en Sistemas de Información. Grupo de Investigación Inteligencia Computacional e Ingeniería de Software; Argentina.
dc.description.affiliationFil: Casanova Pietroboni, Carlos Antonio. Universidad Tecnológica Nacional. Facultad Regional Concepción del Uruguay. Departamento Ingeniería en Sistemas de Información. Grupo de Investigación Inteligencia Computacional e Ingeniería de Software; Argentina.
dc.formatpdf
dc.identifier.citationParadigmPlus, vol. 3, no. 1, pp. 1-18, Feb. 2022.
dc.identifier.doihttps://doi.org/10.55969/paradigmplus.v3n1a1
dc.identifier.issn2711-4627
dc.identifier.urihttp://hdl.handle.net/20.500.12272/12044
dc.language.isoen
dc.publisherParadigmPlus
dc.rightsinfo:eu-repo/semantics/openAccess
dc.rights.holderRottoli, Giovanni Daián ; Casanova Pietroboni, Carlos Antonio.
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.rights.useNo comercial con fines académicos. Licencia Creative Commons CC BY.
dc.sourceParadigmplus, vol. 3(1), pp. 1-18. (2022)
dc.subjectRequirement prioritization
dc.subjectFuzzy logic
dc.subjectLinguistic labels
dc.subjectOWA
dc.subjectSoftware engineering
dc.titleMulti-criteria and multi-expert requirement prioritization using fuzzy linguistic labels
dc.typeinfo:eu-repo/semantics/article
dc.type.versionpublisherVersion

Files

Original bundle

Now showing 1 - 1 of 1
Thumbnail Image
Name:
2022 - Multicriteria and multiexpert.pdf
Size:
820.76 KB
Format:
Adobe Portable Document Format

License bundle

Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
3.63 KB
Format:
Item-specific license agreed upon to submission
Description: