User profile modeling for building recommendation systems: a theoretical study and state of the art

User profile modeling for building recommendation systems: a theoretical study and state of the art

The goal of this tutorial is to describe and synthesize the concepts and techniques used in the design of recommendation systems that can deal with user profiles. The development of such recommendation systems requires solutions of two sub problems: (i) the creation and maintenance of user profile,...

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Main Author: BARTH, F. J.
Format: Article
Language:English
Published: Faculdade Salesiana Maria Auxiliadora 2010-12-01
Series:Sistemas de Informação
Subjects:
recommendation systems
user modeling
adaptative systems.
Online Access:http://www.fsma.edu.br/si/edicao6/FSMA_SI_2010_2_Tutorial_1.pdf
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spelling doaj-ff6dd4ed052d4fa3b48415efb02a1b872020-11-24T22:47:54ZengFaculdade Salesiana Maria AuxiliadoraSistemas de Informação 1983-56042010-12-0165971User profile modeling for building recommendation systems: a theoretical study and state of the artBARTH, F. J.The goal of this tutorial is to describe and synthesize the concepts and techniques used in the design of recommendation systems that can deal with user profiles. The development of such recommendation systems requires solutions of two sub problems: (i) the creation and maintenance of user profile, and; (ii) the appropriate use of user profiles. This work is a theoretical tutorial on this subject. This is a useful text for people who are interested in the theoretical foundations of modeling user profile and recommendation systems. This text presents illustrative diagrams that summarize the main components used in the modeling of user profileshttp://www.fsma.edu.br/si/edicao6/FSMA_SI_2010_2_Tutorial_1.pdfrecommendation systemsuser modelingadaptative systems.
collection DOAJ
language English
format Article
sources DOAJ
author BARTH, F. J.
spellingShingle BARTH, F. J.
User profile modeling for building recommendation systems: a theoretical study and state of the art
Sistemas de Informação
recommendation systems
user modeling
adaptative systems.
author_facet BARTH, F. J.
author_sort BARTH, F. J.
title User profile modeling for building recommendation systems: a theoretical study and state of the art
title_short User profile modeling for building recommendation systems: a theoretical study and state of the art
title_full User profile modeling for building recommendation systems: a theoretical study and state of the art
title_fullStr User profile modeling for building recommendation systems: a theoretical study and state of the art
title_full_unstemmed User profile modeling for building recommendation systems: a theoretical study and state of the art
title_sort user profile modeling for building recommendation systems: a theoretical study and state of the art
publisher Faculdade Salesiana Maria Auxiliadora
series Sistemas de Informação
issn 1983-5604
publishDate 2010-12-01
description The goal of this tutorial is to describe and synthesize the concepts and techniques used in the design of recommendation systems that can deal with user profiles. The development of such recommendation systems requires solutions of two sub problems: (i) the creation and maintenance of user profile, and; (ii) the appropriate use of user profiles. This work is a theoretical tutorial on this subject. This is a useful text for people who are interested in the theoretical foundations of modeling user profile and recommendation systems. This text presents illustrative diagrams that summarize the main components used in the modeling of user profiles
topic recommendation systems
user modeling
adaptative systems.
url http://www.fsma.edu.br/si/edicao6/FSMA_SI_2010_2_Tutorial_1.pdf
work_keys_str_mv AT barthfj userprofilemodelingforbuildingrecommendationsystemsatheoreticalstudyandstateoftheart
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