Deployment and evaluation of a usage based collaborative filtering recommendation system with blacklists
Autor(a) principal: | |
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Data de Publicação: | 2010 |
Outros Autores: | , |
Tipo de documento: | Livro |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | https://hdl.handle.net/10216/52182 |
Resumo: | Social web sites, like Palco Principal (PP), have considerably sized databases with the most varied types of information from user subscription information to user interactions. All that information is susceptible of being processed using data mining algorithms in order to extract knowledge relevant for the business. This document describes the implementation and evaluation of a system that uses data mining techniques, and that has been developed with the specific intent of generating recommendations, namely music recommendations, to users of the PP web site. The implemented system uses collaborative filtering techniques to recommend music additions to a user's playlist. The impact of the deployed system has been evaluated online. |
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Deployment and evaluation of a usage based collaborative filtering recommendation system with blacklistsCiência de computadores, Ciências da computação e da informaçãoComputer science, Computer and information sciencesSocial web sites, like Palco Principal (PP), have considerably sized databases with the most varied types of information from user subscription information to user interactions. All that information is susceptible of being processed using data mining algorithms in order to extract knowledge relevant for the business. This document describes the implementation and evaluation of a system that uses data mining techniques, and that has been developed with the specific intent of generating recommendations, namely music recommendations, to users of the PP web site. The implemented system uses collaborative filtering techniques to recommend music additions to a user's playlist. The impact of the deployed system has been evaluated online.20102010-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/bookapplication/pdfhttps://hdl.handle.net/10216/52182engLuís LemosAlípio M. JorgeJosé Paulo Lealinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-29T13:21:05Zoai:repositorio-aberto.up.pt:10216/52182Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:39:00.573574Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
Deployment and evaluation of a usage based collaborative filtering recommendation system with blacklists |
title |
Deployment and evaluation of a usage based collaborative filtering recommendation system with blacklists |
spellingShingle |
Deployment and evaluation of a usage based collaborative filtering recommendation system with blacklists Luís Lemos Ciência de computadores, Ciências da computação e da informação Computer science, Computer and information sciences |
title_short |
Deployment and evaluation of a usage based collaborative filtering recommendation system with blacklists |
title_full |
Deployment and evaluation of a usage based collaborative filtering recommendation system with blacklists |
title_fullStr |
Deployment and evaluation of a usage based collaborative filtering recommendation system with blacklists |
title_full_unstemmed |
Deployment and evaluation of a usage based collaborative filtering recommendation system with blacklists |
title_sort |
Deployment and evaluation of a usage based collaborative filtering recommendation system with blacklists |
author |
Luís Lemos |
author_facet |
Luís Lemos Alípio M. Jorge José Paulo Leal |
author_role |
author |
author2 |
Alípio M. Jorge José Paulo Leal |
author2_role |
author author |
dc.contributor.author.fl_str_mv |
Luís Lemos Alípio M. Jorge José Paulo Leal |
dc.subject.por.fl_str_mv |
Ciência de computadores, Ciências da computação e da informação Computer science, Computer and information sciences |
topic |
Ciência de computadores, Ciências da computação e da informação Computer science, Computer and information sciences |
description |
Social web sites, like Palco Principal (PP), have considerably sized databases with the most varied types of information from user subscription information to user interactions. All that information is susceptible of being processed using data mining algorithms in order to extract knowledge relevant for the business. This document describes the implementation and evaluation of a system that uses data mining techniques, and that has been developed with the specific intent of generating recommendations, namely music recommendations, to users of the PP web site. The implemented system uses collaborative filtering techniques to recommend music additions to a user's playlist. The impact of the deployed system has been evaluated online. |
publishDate |
2010 |
dc.date.none.fl_str_mv |
2010 2010-01-01T00:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/book |
format |
book |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://hdl.handle.net/10216/52182 |
url |
https://hdl.handle.net/10216/52182 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
instname_str |
Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
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1799135704297504768 |