Building a decision support system with a knowledge modeling tool

Molina, Martin (2006). Building a decision support system with a knowledge modeling tool. "Journal of Decision Systems" ;

Description

Title: Building a decision support system with a knowledge modeling tool
Author/s:
  • Molina, Martin
Item Type: Article
Título de Revista/Publicación: Journal of Decision Systems
Date: 2006
Subjects:
Faculty: Facultad de Informática (UPM)
Department: Inteligencia Artificial
Creative Commons Licenses: None

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Abstract

Knowledge modeling tools are software tools that follow a modeling approach to help developers in building a knowledge-based system. The purpose of this article is to show the advantages of using this type of tools in the development of complex knowledge-based decision support systems. In order to do so, the article describes the development of a system called SAIDA in the domain of hydrology with the help of the KSM modeling tool. SAIDA operates on real-time receiving data recorded by sensors (rainfall, water levels, flows, etc.). It follows a multi-agent architecture to interpret the data, predict the future behavior and recommend control actions. The system includes an advanced knowledge based architecture with multiple symbolic representation. KSM was especially useful to design and implement the complex knowledge based architecture in an efficient way.

More information

Item ID: 30598
DC Identifier: http://oa.upm.es/30598/
OAI Identifier: oai:oa.upm.es:30598
Deposited by: Martin Molina
Deposited on: 31 Jul 2014 05:14
Last Modified: 22 Apr 2016 00:52
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