Cómputo heurístico para la medición de calidad de software según el modelo McCall de los productos de software en la empresa CDS, S.C.

Cómputo heurístico para la medición de calidad de software

Authors

DOI:

https://doi.org/10.5281/zenodo.15149052

Keywords:

Heuristic Computation, McCall Factors, , Analysis Hierarchical Process (AHP)

Abstract

The complexity of the concept of software quality encourages the search for quality measurement models that aim to provide a means  to define this concept in several simple and accessible characteristics to measure. The first step of software evaluation is to select the relevant quality factors. To do this, it is necessary to adjust to a quality model that breaks down all the factors, characteristics and subcharacteristics classified in a hierarchical tree structure, where at the highest level They find the factors and at the lowest level, the characteristics or attributes of software quality. For Mc Call, the relationship of factors and characteristics corresponds to the multi-criteria mathematical expression Fq = c1 m1 + c2 m2 + …….+ cm mn; Where Fq is a software quality factor, cn are regression coefficients and mn are the metrics that affect the quality factor.  To address the complexity of McCall's software quality measurement concept, a software quality measurement model is developed using heuristic computing based on the Analytic Hierarchy Process (AHP) method, Hierarchical Analysis Process to determine the coefficients. regression, as well as the scaling of metrics for the degree of quality of a software product categorized by its quality factors. The final result is an expression of the scope which indicates to what extent the software meets the established quality requirements and allows the company CDS, S.C. Take actions and decisions.

Author Biographies

Abraham Jorge Jiménez Alfaro, TECNM/TES Ecatepec

Profesor

Edgar Corona-Organiche , TECNM/Tecnológico de Estudios Superiores de Ecatepec

TECNM/Tecnológico de Estudios Superiores de Ecatepec

Griselda Cortés-Barrera , TECNM/Tecnológico de Estudios Superiores de Ecatepec

TECNM/Tecnológico de Estudios Superiores de Ecatepec

Norma-Karen Valencia-Vázquez , TECNM/Tecnológico de Estudios Superiores de Chimalhuacán

TECNM/Tecnológico de Estudios Superiores de Chimalhuacán

References

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Gallagher, C., & Watson, H. (1982). Métodos Cuantitativos para la Toma de Decisiones en. México: McGraw Hill.

McCall, J.A., Richards, P.K., Walters, G.F. (1977) Factors in Software Quality, Springfield, Va., vol. 1.

Piattini, M. (2015). Approaches to promote product quality within software process improvement initiatives: a mapping study. Journal of Systems and Software, 103, 150-166.

Saaty, T.L (1980). The Analytic Hierarchy Process. México: McGraw Hill.

Saaty, T.L (2001). The seven pillars of the analytic hierarchy process. New York: McGraw Hill.

Sanchez Gerrero, G. (2022). Tecnicas Heurísticas para la Planeación. México: Fundación ICA.

Zeleny, M. (1982). Multiple criteria decision making. New York: McGraw Hill.

Published

2025-04-08

How to Cite

Jiménez Alfaro, A. J., Corona-Organiche , E., Cortés-Barrera , G., & Valencia-Vázquez , N.-K. (2025). Cómputo heurístico para la medición de calidad de software según el modelo McCall de los productos de software en la empresa CDS, S.C.: Cómputo heurístico para la medición de calidad de software . RICT Journal of Scientific, Technological and Innovation Research, 3(5), 40–45. https://doi.org/10.5281/zenodo.15149052

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