Information retrieval and recommendation systems

The primary aim of this research line is focused on improving the definition and development of mechanism and models applied to fields such as information access, filtering, retrieval and recommendation systems.

This general objective can be broken down into the following challenges. On the one hand, to study new mechanisms to improve the current approaches on recommender systems, new strategies for user preference prediction, mechanisms for modeling users requirements, as well as new methods for information aggregation. In this sense, we will pay special attention to advanced models that allow the exploitation of information extracted from Internet sources such as social networks, e-Commerce platforms, etc. On the other hand, we propose the study and development of new real-world applications in various fields to test the developed theoretical models, focusing on innovative and useful proposals, to offer effective customized services and improve user experiences.

Responsible: Carlos Porcel Gallego

Investigadores relacionados:

Letra:

  Name Email Area Cat.
Barranco García, Manuel José barranco@u9wxjaXaUjaen.es Computational Intelligence Area PhD
Porcel Gallego, Carlos cporcel@decsai.ufF._5iSAoU5gr.es DaSCI Technology Applications Area PhD
Romero Morales, Cristobal cromero@uco.bVdZiTh5oTCes Data Science and Big Data Area PhD
Peis Redondo, Eduardo epeis@ugrMNtZXwtli.es Data Science and Big Data Area PhD
Rodríguez Díaz, Francisco Javier fjrodriguez@decsQw1UfgNjai.ugr.es Computational Intelligence Area PhD
Palomares Carrascosa, Iván ivanpc@ugr.d_AmRQ5es Data Science and Big Data Area, DaSCI Technology Applications Area PhD
Morente Molinera, Juan Antonio jamoren@ugOeNrXB7r.es DaSCI Technology Applications Area PhD - Juan de la Cierva
García Cabrera, Lina Guadalupe lina@ujab_7PmxxvsJ1jen.es Computational Intelligence Area PhD
Cobo Martín, Manuel Jesús manueljesus.cobo@uca.WLOnilqpf1gqes DaSCI Technology Applications Area PhD
Rodríguez Domínguez, Rosa rmrodrig@ujaenhJQIXZ.es Computational Intelligence Area PhD - Ramón y Cajal
Romero Zaliz, Rocío rocio@uGjdGFGjYngr.es DaSCI Technology Applications Area PhD
Herrera Viedma, Enrique viedma@decsJyDRUY4X4ai.ugr.es Computational Intelligence Area PhD
Alonso Burgos, Sergio zerjioi@ugrAG.KEa14.es Computational Intelligence Area PhD
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