Computational intelligence to support cooperative seaport decision-making in environmental and ecological sustainability

Ana X Halabi Echeverry*, Jairo R. Montoya-Torres, Deborah Richards, Nelson Obregón Neira

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

1 Citation (Scopus)

Abstract

The substantial amounts of information that must be gathered, preserved, and used to analyse environmental and ecological impacts on seaports such as the international standards, deserve a direct way to manage and improve those impacts in a seaport through a systematic environmental management system (EMS). We present an artefact called the conceptual intelligent decision-making support module (i-DMSS) to enhance cooperative seaport decision-making (COSEADM) in environmental and ecological sustainability. Three interrelated activities of data collection, descriptive and normative modelling, incorporate processes of handling the decision-making side and processes integrating engineering requirements to produce the conceptual i-DMSS module. We include two data-driven models to handle the decision-making side of this module and automatically induce domain knowledge. Besides, we deploy and standardise the data-driven models and use the Predictive modelling markup language (PMML) to show advantages of data interoperability. Finally, we offer the rationale of the ontological process to anticipate and provide illustration of how to describe concepts in regard to COSEADM for environmental and ecological sustainability. This module demonstrates how the capture and interoperation of information and decisional structures can be managed.

Original languageEnglish
Title of host publicationComputational Logistics
Subtitle of host publication6th International Conference, ICCL 2015, Delft, The Netherlands, September 23-25, 2015, Proceedings
EditorsFrancesco Corman, Stefan Voß, Rudy R. Negenborn
Place of PublicationCham, Switzerland
PublisherSpringer, Springer Nature
Pages510-525
Number of pages16
ISBN (Electronic)9783319242644
ISBN (Print)9783319242637
DOIs
Publication statusPublished - 2015
Event6th International Conference on Computational Logistics, ICCL 2015 - Delft, Netherlands
Duration: 23 Sep 201525 Sep 2015

Publication series

NameLecture Notes in Computer Science
PublisherSpringer International Publishing
Volume9335
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other6th International Conference on Computational Logistics, ICCL 2015
CountryNetherlands
CityDelft
Period23/09/1525/09/15

Keywords

  • Cooperative decision-making
  • Environmental and ecological sustainability
  • Intelligent decision support systems
  • Seaports

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