Solving Package Recommendation Problems with Item Relations and Variable Size

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...

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Detalles Bibliográficos
Autores principales: Villavicencio, Christian, Schiaffino, Silvia, Díaz Pace, J. Andrés
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2015
Materias:
Ciencias Informáticas
ecommendation systems
constraint-based optimization
prerequisites
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/52090
http://44jaiio.sadio.org.ar/sites/default/files/asai88-95.pdf
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-52090
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
ecommendation systems
constraint-based optimization
prerequisites
spellingShingle Ciencias Informáticas
ecommendation systems
constraint-based optimization
prerequisites
Villavicencio, Christian
Schiaffino, Silvia
Díaz Pace, J. Andrés
Solving Package Recommendation Problems with Item Relations and Variable Size
topic_facet Ciencias Informáticas
ecommendation systems
constraint-based optimization
prerequisites
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.
format Objeto de conferencia
Objeto de conferencia
author Villavicencio, Christian
Schiaffino, Silvia
Díaz Pace, J. Andrés
author_facet Villavicencio, Christian
Schiaffino, Silvia
Díaz Pace, J. Andrés
author_sort Villavicencio, Christian
title Solving Package Recommendation Problems with Item Relations and Variable Size
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
publishDate 2015
url http://sedici.unlp.edu.ar/handle/10915/52090
http://44jaiio.sadio.org.ar/sites/default/files/asai88-95.pdf
work_keys_str_mv AT villavicenciochristian solvingpackagerecommendationproblemswithitemrelationsandvariablesize
AT schiaffinosilvia solvingpackagerecommendationproblemswithitemrelationsandvariablesize
AT diazpacejandres solvingpackagerecommendationproblemswithitemrelationsandvariablesize
bdutipo_str Repositorios
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