SmartData: An Intelligent Decision Support System to Predict the Readers Permanence in News

Jessie C.Martín Sujo, Elisabet Golobardes i. Ribé, Xavier Vilasís Cardona, Virginia Jiménez Ruano, Javier Villasmil López

Producción científica: Capítulo del libroContribución a congreso/conferenciarevisión exhaustiva

Resumen

This article proposes a hybrid intelligent system based on the application and combination of Artificial Intelligence methods as a decision support tool. The objective of this study is to exploit the advantages of the constituent algorithms, to predict the permanence rates of readers in news from a digital media. With this, the editor will be able to decide whether to publish a news item or not. To evaluate the effectiveness of the hybrid intelligent system, data from a reference digital media is used. In addition, a series of performance metrics is calculated, where 88% effective is demonstrated with the predicted results.

Idioma originalInglés
Título de la publicación alojadaIntelligent Systems and Applications - Proceedings of the 2021 Intelligent Systems Conference IntelliSys
EditoresKohei Arai
EditorialSpringer Science and Business Media Deutschland GmbH
Páginas326-339
Número de páginas14
ISBN (versión impresa)9783030821951
DOI
EstadoPublicada - 2022
Evento Intelligent Systems Conference, IntelliSys 2021 - Virtual, Online
Duración: 2 sept 20213 sept 2021

Serie de la publicación

NombreLecture Notes in Networks and Systems
Volumen295
ISSN (versión impresa)2367-3370
ISSN (versión digital)2367-3389

Conferencia

Conferencia Intelligent Systems Conference, IntelliSys 2021
CiudadVirtual, Online
Período2/09/213/09/21

Huella

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