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" ;

Descripción

Título: Building a decision support system with a knowledge modeling tool
Autor/es:
  • Molina, Martin
Tipo de Documento: Artículo
Título de Revista/Publicación: Journal of Decision Systems
Fecha: 2006
Materias:
Escuela: Facultad de Informática (UPM) [antigua denominación]
Departamento: Inteligencia Artificial
Licencias Creative Commons: Ninguna

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Resumen

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.

Más información

ID de Registro: 30598
Identificador DC: http://oa.upm.es/30598/
Identificador OAI: oai:oa.upm.es:30598
Depositado por: Martin Molina
Depositado el: 31 Jul 2014 05:14
Ultima Modificación: 22 Abr 2016 00:52
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