Sistemas de recomendação em redes sociais
Autor(a) principal: | |
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Data de Publicação: | 2011 |
Outros Autores: | |
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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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 |
_version_ |
1809284036079648768 |