Observatorio de I+D+i UPM

Memorias de investigación
Research Publications in journals:
Use of Bayesian networks to analyze port variables in order to make sustainable planning and management decision
Year:2018
Research Areas
  • Civil engineering and architecture
Information
Abstract
In the current economic, social and political environment, society demands a greater variety of outcomes from the public logistics sector, such as efficiency, efficiency of managed resources, greater transparency and business performance. All of them are an indispensable counterpart for its recognition and support. In case of port planning and management, many variables are included. Use of Bayesian Networks allows to classify, predict and diagnose these variables and even to estimate the subsequent probability of unknown variables, basing on the known ones. Research includes a data base with more than 40 variables, which have been classified as smart port studies in Spain. Then a network was generated using a non-cyclic conducted grafo, which shows port variable relationships. As conclusion, economic variables are cause of the rest of categories and they represent a parent role in the most of cases. Furthermore, if environmental variables are known, subsequent probability of social variables can be estimated.
International
Si
JCR
No
Title
Logistics
ISBN
2305-6290
Impact factor JCR
Impact info
Volume
2
10.3390/logistics2010005
Journal number
5
From page
1
To page
16
Month
ENERO
Ranking
Participants
  • Autor: Beatriz Molina Serrano (UPM)
  • Autor: Maria Nicoleta Gonzalez Cancelas (UPM)
  • Autor: Francisco Jose Soler Flores (UPM)
  • Autor: Samir Awad Nuñez (UPM)
  • Autor: Alberto Camarero Orive (UPM)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Grupo de Investigación en Ingeniería Marítima y Portuaria
  • Departamento: Ingeniería Civil: Transporte y Territorio
S2i 2020 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNCIDE 2011 (OTR-2011-0236)
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)