Ambiente de aprendizaje de redes Bayesianas basado en Web
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Fecha
2011-06-20
Autores
Chávez Lemagne, Rafael
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Editor
Universidad Central “Marta Abreu” de Las Villas
Resumen
Las Redes Bayesianas constituyen un formalismo muy atractivo de representación del conocimiento, estas se han aplicado con éxito en muy diversos campos puesto que sus áreas de aplicación pueden ser cualquiera en la que se tiene información incompleta e incierta. Hoy en día, la continua evolución de los ordenadores y otros dispositivos, unida a las mejoras constantes que están presentando los distintos navegadores web han hecho casi indispensable la existencia de alguna herramienta que sirva como complemento para el uso de estas técnicas, eso pretende hacer el Ambiente de Aprendizaje de Redes Bayesianas basado en Web (BayesNetWeb), principal objetivo de este trabajo.
BayesNetWeb es una aplicación que combina el uso de los métodos de las Redes Bayesianas con la fácil y heterogénea interacción de las páginas web. En consecuencia posee varias funcionalidades; por ejemplo: su interfaz es amistosa y poco compleja, permite una fácil administración desde cualquier navegador web y además permite lograr un adecuado intercambio entre los investigadores y los algoritmos implementados. Esta plataforma fue creada usando el lenguaje de programación Java.
Bayesian networks are an attractive formalism of knowledge representation, they have been successfully applied in many fields since their areas of application can be anything in which information is incomplete and uncertain. Today, the continuing evolution of computers and other devices, coupled with constant improvements that are presenting different web browsers have become almost essential to have a tool that serves as a complement to the use of these techniques, such is the aim of to make Web-based Bayesian networks Learning Environment, the main objective of this work. BayesNetWeb is an application that combines the use of methods of Bayesian networks with the easy and heterogeneous interaction of web pages. Consequently it has several features, eg its interface is friendly and not very complex, allows easy management from any web browser and also allows to achieve an appropriate sharing between researchers and the algorithms implemented. This platform was created using the Java programming language.
Bayesian networks are an attractive formalism of knowledge representation, they have been successfully applied in many fields since their areas of application can be anything in which information is incomplete and uncertain. Today, the continuing evolution of computers and other devices, coupled with constant improvements that are presenting different web browsers have become almost essential to have a tool that serves as a complement to the use of these techniques, such is the aim of to make Web-based Bayesian networks Learning Environment, the main objective of this work. BayesNetWeb is an application that combines the use of methods of Bayesian networks with the easy and heterogeneous interaction of web pages. Consequently it has several features, eg its interface is friendly and not very complex, allows easy management from any web browser and also allows to achieve an appropriate sharing between researchers and the algorithms implemented. This platform was created using the Java programming language.
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Palabras clave
Ambiente de Aprendizaje, Redes Bayesianas, Interfaz Web, Programación Java, Bioinformática, Universidad Central Marta Abreu de Las Villas (UCLV)