Solving Package Recommendation Problems with Item Relations and Variable Size

Autores
Villavicencio, Christian; Schiaffino, Silvia; Díaz Pace, J. Andrés
Año de publicación
2015
Idioma
inglés
Tipo de recurso
documento de conferencia
Estado
versión publicada
Descripción
In this article, we explore an approach to solve the problem of recommending a package of items (each of them with a score and a cost ) to a user. In our approach, we consider two types of relations between items: dependency and incompatibility; and we also consider that the size of the package is not fixed but cost-driven. To this end, adaptations of existing package recommendation algorithms are proposed. We have evaluated the proposed approach in a specific domain and obtained promising results.
Sociedad Argentina de Informática e Investigación Operativa (SADIO)
Materia
Ciencias Informáticas
ecommendation systems
constraint-based optimization
prerequisites
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by-sa/3.0/
Repositorio
SEDICI (UNLP)
Institución
Universidad Nacional de La Plata
OAI Identificador
oai:sedici.unlp.edu.ar:10915/52090
Acceder
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oai_identifier_str oai:sedici.unlp.edu.ar:10915/52090
network_acronym_str SEDICI
repository_id_str 1329
network_name_str SEDICI (UNLP)
spelling Solving Package Recommendation Problems with Item Relations and Variable SizeVillavicencio, ChristianSchiaffino, SilviaDíaz Pace, J. AndrésCiencias Informáticasecommendation systemsconstraint-based optimizationprerequisitesIn this article, we explore an approach to solve the problem of recommending a package of items (each of them with a score and a cost ) to a user. In our approach, we consider two types of relations between items: dependency and incompatibility; and we also consider that the size of the package is not fixed but cost-driven. To this end, adaptations of existing package recommendation algorithms are proposed. We have evaluated the proposed approach in a specific domain and obtained promising results.Sociedad Argentina de Informática e Investigación Operativa (SADIO)2015info:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionObjeto de conferenciahttp://purl.org/coar/resource_type/c_5794info:ar-repo/semantics/documentoDeConferenciaapplication/pdf88-95http://sedici.unlp.edu.ar/handle/10915/52090enginfo:eu-repo/semantics/altIdentifier/url/http://44jaiio.sadio.org.ar/sites/default/files/asai88-95.pdfinfo:eu-repo/semantics/altIdentifier/issn/2451-7585info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-sa/3.0/Creative Commons Attribution-ShareAlike 3.0 Unported (CC BY-SA 3.0)reponame:SEDICI (UNLP)instname:Universidad Nacional de La Platainstacron:UNLP2025-10-15T10:57:01Zoai:sedici.unlp.edu.ar:10915/52090Institucionalhttp://sedici.unlp.edu.ar/Universidad públicaNo correspondehttp://sedici.unlp.edu.ar/oai/snrdalira@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:13292025-10-15 10:57:02.177SEDICI (UNLP) - Universidad Nacional de La Platafalse
dc.title.none.fl_str_mv Solving Package Recommendation Problems with Item Relations and Variable Size
title Solving Package Recommendation Problems with Item Relations and Variable Size
spellingShingle Solving Package Recommendation Problems with Item Relations and Variable Size
Villavicencio, Christian
Ciencias Informáticas
ecommendation systems
constraint-based optimization
prerequisites
title_short Solving Package Recommendation Problems with Item Relations and Variable Size
title_full Solving Package Recommendation Problems with Item Relations and Variable Size
title_fullStr Solving Package Recommendation Problems with Item Relations and Variable Size
title_full_unstemmed Solving Package Recommendation Problems with Item Relations and Variable Size
title_sort Solving Package Recommendation Problems with Item Relations and Variable Size
dc.creator.none.fl_str_mv Villavicencio, Christian
Schiaffino, Silvia
Díaz Pace, J. Andrés
author Villavicencio, Christian
author_facet Villavicencio, Christian
Schiaffino, Silvia
Díaz Pace, J. Andrés
author_role author
author2 Schiaffino, Silvia
Díaz Pace, J. Andrés
author2_role author
author
dc.subject.none.fl_str_mv Ciencias Informáticas
ecommendation systems
constraint-based optimization
prerequisites
topic Ciencias Informáticas
ecommendation systems
constraint-based optimization
prerequisites
dc.description.none.fl_txt_mv In this article, we explore an approach to solve the problem of recommending a package of items (each of them with a score and a cost ) to a user. In our approach, we consider two types of relations between items: dependency and incompatibility; and we also consider that the size of the package is not fixed but cost-driven. To this end, adaptations of existing package recommendation algorithms are proposed. We have evaluated the proposed approach in a specific domain and obtained promising results.
Sociedad Argentina de Informática e Investigación Operativa (SADIO)
description In this article, we explore an approach to solve the problem of recommending a package of items (each of them with a score and a cost ) to a user. In our approach, we consider two types of relations between items: dependency and incompatibility; and we also consider that the size of the package is not fixed but cost-driven. To this end, adaptations of existing package recommendation algorithms are proposed. We have evaluated the proposed approach in a specific domain and obtained promising results.
publishDate 2015
dc.date.none.fl_str_mv 2015
dc.type.none.fl_str_mv info:eu-repo/semantics/conferenceObject
info:eu-repo/semantics/publishedVersion
Objeto de conferencia
http://purl.org/coar/resource_type/c_5794
info:ar-repo/semantics/documentoDeConferencia
format conferenceObject
status_str publishedVersion
dc.identifier.none.fl_str_mv http://sedici.unlp.edu.ar/handle/10915/52090
url http://sedici.unlp.edu.ar/handle/10915/52090
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/http://44jaiio.sadio.org.ar/sites/default/files/asai88-95.pdf
info:eu-repo/semantics/altIdentifier/issn/2451-7585
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by-sa/3.0/
Creative Commons Attribution-ShareAlike 3.0 Unported (CC BY-SA 3.0)
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-sa/3.0/
Creative Commons Attribution-ShareAlike 3.0 Unported (CC BY-SA 3.0)
dc.format.none.fl_str_mv application/pdf
88-95
dc.source.none.fl_str_mv reponame:SEDICI (UNLP)
instname:Universidad Nacional de La Plata
instacron:UNLP
reponame_str SEDICI (UNLP)
collection SEDICI (UNLP)
instname_str Universidad Nacional de La Plata
instacron_str UNLP
institution UNLP
repository.name.fl_str_mv SEDICI (UNLP) - Universidad Nacional de La Plata
repository.mail.fl_str_mv alira@sedici.unlp.edu.ar
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score 13.22299

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