Sistemas de recomendação em redes sociais

Detalhes bibliográficos
Autor(a) principal: Valois B. Jr, Cleomar
Data de Publicação: 2011
Outros Autores: Oliveira, Marcius Armada de
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Journal of Information Systems and Technology Management (Online)
Texto Completo: https://www.revistas.usp.br/jistem/article/view/12912
Resumo: The continued and diversified growth of social networks has changed the way in which users interact with them. With these changes, what once was limited to social contact is now used for exchanging ideas and opinions, creating the need for new features. Users have so much information at their fingertips that they are unable to process it by themselves; hence, the need to develop new tools. Recommender systems were developed to address this need and many techniques were used for different approaches to the problem. To make relevant recommendations, these systems use large sets of data, not taking the social network of the user into consideration. Developing a recommender system that takes into account the social network of the user is another way of tackling the problem. The purpose of this project is to use the theory of six degrees of separation (Watts 2003) amongst users of a social network to enhance existing recommender systems.
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spelling Sistemas de recomendação em redes sociais Recommender systems in social networks Recommender SystemsSocial Networks The continued and diversified growth of social networks has changed the way in which users interact with them. With these changes, what once was limited to social contact is now used for exchanging ideas and opinions, creating the need for new features. Users have so much information at their fingertips that they are unable to process it by themselves; hence, the need to develop new tools. Recommender systems were developed to address this need and many techniques were used for different approaches to the problem. To make relevant recommendations, these systems use large sets of data, not taking the social network of the user into consideration. Developing a recommender system that takes into account the social network of the user is another way of tackling the problem. The purpose of this project is to use the theory of six degrees of separation (Watts 2003) amongst users of a social network to enhance existing recommender systems. TECSI - FEA - Universidade de São Paulo. Faculdade de Economia, Administração, Contabilidade e Atuária2011-12-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://www.revistas.usp.br/jistem/article/view/1291210.4301/S1807-17752011000300009Journal of Information Systems and Technology Management; v. 8 n. 3 (2011); 681-716Journal of Information Systems and Technology Management; Vol. 8 No. 3 (2011); 681-716Journal of Information Systems and Technology Management; Vol. 8 Núm. 3 (2011); 681-7161807-1775reponame:Journal of Information Systems and Technology Management (Online)instname:Universidade de São Paulo (USP)instacron:USPenghttps://www.revistas.usp.br/jistem/article/view/12912/14703Copyright (c) 2018 JISTEM - Journal of Information Systems and Technology Management (Online)info:eu-repo/semantics/openAccessValois B. Jr, CleomarOliveira, Marcius Armada de2014-05-18T13:30:02Zoai:revistas.usp.br:article/12912Revistahttp://www.scielo.br/scielo.php?script=sci_serial&pid=1807-1775&lng=pt&nrm=isoPUBhttps://old.scielo.br/oai/scielo-oai.php||jistem@usp.br1807-17751807-1775opendoar:2014-05-18T13:30:02Journal of Information Systems and Technology Management (Online) - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Sistemas de recomendação em redes sociais
Recommender systems in social networks
title Sistemas de recomendação em redes sociais
spellingShingle Sistemas de recomendação em redes sociais
Valois B. Jr, Cleomar
Recommender Systems
Social Networks
title_short Sistemas de recomendação em redes sociais
title_full Sistemas de recomendação em redes sociais
title_fullStr Sistemas de recomendação em redes sociais
title_full_unstemmed Sistemas de recomendação em redes sociais
title_sort Sistemas de recomendação em redes sociais
author Valois B. Jr, Cleomar
author_facet Valois B. Jr, Cleomar
Oliveira, Marcius Armada de
author_role author
author2 Oliveira, Marcius Armada de
author2_role author
dc.contributor.author.fl_str_mv Valois B. Jr, Cleomar
Oliveira, Marcius Armada de
dc.subject.por.fl_str_mv Recommender Systems
Social Networks
topic Recommender Systems
Social Networks
description The continued and diversified growth of social networks has changed the way in which users interact with them. With these changes, what once was limited to social contact is now used for exchanging ideas and opinions, creating the need for new features. Users have so much information at their fingertips that they are unable to process it by themselves; hence, the need to develop new tools. Recommender systems were developed to address this need and many techniques were used for different approaches to the problem. To make relevant recommendations, these systems use large sets of data, not taking the social network of the user into consideration. Developing a recommender system that takes into account the social network of the user is another way of tackling the problem. The purpose of this project is to use the theory of six degrees of separation (Watts 2003) amongst users of a social network to enhance existing recommender systems.
publishDate 2011
dc.date.none.fl_str_mv 2011-12-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://www.revistas.usp.br/jistem/article/view/12912
10.4301/S1807-17752011000300009
url https://www.revistas.usp.br/jistem/article/view/12912
identifier_str_mv 10.4301/S1807-17752011000300009
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://www.revistas.usp.br/jistem/article/view/12912/14703
dc.rights.driver.fl_str_mv Copyright (c) 2018 JISTEM - Journal of Information Systems and Technology Management (Online)
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2018 JISTEM - Journal of Information Systems and Technology Management (Online)
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv TECSI - FEA - Universidade de São Paulo. Faculdade de Economia, Administração, Contabilidade e Atuária
publisher.none.fl_str_mv TECSI - FEA - Universidade de São Paulo. Faculdade de Economia, Administração, Contabilidade e Atuária
dc.source.none.fl_str_mv Journal of Information Systems and Technology Management; v. 8 n. 3 (2011); 681-716
Journal of Information Systems and Technology Management; Vol. 8 No. 3 (2011); 681-716
Journal of Information Systems and Technology Management; Vol. 8 Núm. 3 (2011); 681-716
1807-1775
reponame:Journal of Information Systems and Technology Management (Online)
instname:Universidade de São Paulo (USP)
instacron:USP
instname_str Universidade de São Paulo (USP)
instacron_str USP
institution USP
reponame_str Journal of Information Systems and Technology Management (Online)
collection Journal of Information Systems and Technology Management (Online)
repository.name.fl_str_mv Journal of Information Systems and Technology Management (Online) - Universidade de São Paulo (USP)
repository.mail.fl_str_mv ||jistem@usp.br
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