Neutrosophic cognitive map for a multi-objective decision making in software projects


Abstract:

There are many organizations focused on software development projects. These projects are often considered as high-risk projects, and usually, affected by uncertainty and their high dependence on human resources perceptions. This paper aims at creating a new decision making tool from a multi-objective approach (diagnosis, decision and prediction) during the execution of software projects. The suggested model is based on Neutrosophic Cognitive Maps (NCMs) with a neutrosophic set in map’s connections. The proposed model constitutes a suitable tool for making comprehensive decisions in software projects characterized by uncertainty, vagueness, imprecision and indetermination. Finally, the NCM model has been compared with a traditional FCM-based model for decision making in software projects in terms of efficacy.

Año de publicación:

2019

Keywords:

  • Software Projects
  • Fuzzy Cognitive Maps
  • Single valued triangular neutrosophic numbers
  • Neutrosophic Cognitive Maps

Fuente:

scopusscopus

Tipo de documento:

Conference Object

Estado:

Acceso restringido

Áreas de conocimiento:

  • Inteligencia artificial
  • Software
  • Ciencias de la computación

Áreas temáticas de Dewey:

  • Ciencias de la computación
  • Funcionamiento de bibliotecas y archivos
  • Programación informática, programas, datos, seguridad
Procesado con IAProcesado con IA

Objetivos de Desarrollo Sostenible:

  • ODS 9: Industria, innovación e infraestructura
  • ODS 17: Alianzas para lograr los objetivos
  • ODS 8: Trabajo decente y crecimiento económico
Procesado con IAProcesado con IA