RecoLibry-core: A component-based framework for building recommender systems

Recommendation systems are a key part of almost every modern consumer website. These systems include techniques to filter, explore and rank a huge amount of information based on users’ preferences or similar items. Designing and implementing a recommender system from scratch require skills of progra...

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Bibliographic Details
Published inKnowledge-based systems Vol. 182; p. 104854
Main Authors Jorro-Aragoneses, Jose L., Recio-García, Juan A., Díaz-Agudo, Belén, Jimenez-Díaz, Guillermo
Format Journal Article
LanguageEnglish
Published Amsterdam Elsevier B.V 15.10.2019
Elsevier Science Ltd
Subjects
Component-based development
Java
Recommender systems
Websites
Component-based development
Java
Recommender systems
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Summary:Recommendation systems are a key part of almost every modern consumer website. These systems include techniques to filter, explore and rank a huge amount of information based on users’ preferences or similar items. Designing and implementing a recommender system from scratch require skills of programming and recommending technologies. In this paper we describe RecoLibry-core, a framework to develop recommender systems based on the reuse of components provided by third-party frameworks.
ISSN:0950-7051
1872-7409
DOI:10.1016/j.knosys.2019.07.025