• Resumo

    Priorização de Atividades de Desenvolvimento de Software com uma Rede Neural Artificial

    Data de publicação: 04/09/2020

    ABSTRACT
    Prioritization of development activities in software companies is
    commonly performed arbitrarily and subjectively, based solely on
    the experience of the company’s employees. Aiming to contribute
    to the automation of this process, this paper presents a method
    of automatic prioritization of software development activities, using
    an algorithm that combines the use of a numerical regressionbased
    Artificial Neural Network (RNA) with an ordering method.
    To validate the accuracy of the proposed method, a case study was
    conducted, with real data from a software development company.
    The experiments allowed to evaluate the accuracy of the proposed
    method qualitatively and quantitatively, generating satisfactory
    results, which indicate the feasibility of implementing the proposed
    method in the target company of the case study.

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