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.

Contact: Carlos Porcel Gallego

Related Researchers:

Letra:
	Name	Email	Area	Cat.
	Alonso Burgos, Sergio	zerjioi@uor8OjAq4VPcsgr.es	Computational Intelligence Area	PhD
	Barranco García, Manuel José	barranco@ujaen.u9Dr6NuBes	Computational Intelligence Area	PhD
	Cobo Martín, Manuel Jesús	manueljesus.coboawjEu@geL6cM@uca.es	DaSCI Technology Applications Area	PhD
	García Cabrera, Lina Guadalupe	linawZ9rVc@ujaen.es	Computational Intelligence Area	PhD
	Herrera Viedma, Enrique	viedma@decsai71R10t.ugr.es	Computational Intelligence Area	PhD
	Morente Molinera, Juan Antonio	jamoren@ugrFLsIfM.es	DaSCI Technology Applications Area	PhD - Juan de la Cierva
	Palomares Carrascosa, Iván	ivanpc@ugr.H6jXh.hQEgawes	Data Science and Big Data Area, DaSCI Technology Applications Area	PhD
	Peis Redondo, Eduardo	epeis@cclqdIySZAugr.es	Data Science and Big Data Area	PhD
	Porcel Gallego, Carlos	cporcel@dv4SvTThrRiecsai.ugr.es	DaSCI Technology Applications Area	PhD
	Rodríguez Domínguez, Rosa	rmrodrig@ujaen.HDQGfdAuXoes	Computational Intelligence Area	PhD - Ramón y Cajal
	Romero Morales, Cristobal	cromeroEcImha4hT@uco.es	Data Science and Big Data Area	PhD