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Incorporating reliability measurements into the predictions of a recommender system
Cita
Hernando Esteban, Antonio 
ORCID: https://orcid.org/0000-0001-6985-2058, Bobadilla Sancho, Jesús ORCID: https://orcid.org/0000-0003-0619-1322, Ortega Requena, Fernando ORCID: https://orcid.org/0000-0003-4765-1479 and Tejedor Cerbel, Jorge A.
(2013).
Incorporating reliability measurements into the predictions of a recommender system.
"Information Sciences", v. 218
(n. null);
pp. 1-16.
ISSN 0020-0255.
https://doi.org/10.1016/j.ins.2012.06.027.
ORCID: https://orcid.org/0000-0001-6985-2058, Bobadilla Sancho, Jesús ORCID: https://orcid.org/0000-0003-0619-1322, Ortega Requena, Fernando ORCID: https://orcid.org/0000-0003-4765-1479 and Tejedor Cerbel, Jorge A.
(2013).
Incorporating reliability measurements into the predictions of a recommender system.
"Information Sciences", v. 218
(n. null);
pp. 1-16.
ISSN 0020-0255.
https://doi.org/10.1016/j.ins.2012.06.027.
Descripción
| Título: | Incorporating reliability measurements into the predictions of a recommender system |
|---|---|
| Autor/es: |
|
| Tipo de Documento: | Artículo |
| Título de Revista/Publicación: | Information Sciences |
| Fecha: | 1 Enero 2013 |
| ISSN: | 0020-0255 |
| Volumen: | 218 |
| Número: | null |
| Materias: | |
| ODS: | |
| Palabras Clave Informales: | Recommender system, Collaborative filtering, Reliability measure, sistemas de recomendación, filtro colaborativo, medida de la realidad. |
| Escuela: | E.U. de Informática (UPM) [antigua denominación] |
| Departamento: | Sistemas Inteligentes Aplicados [hasta 2014] |
| Licencias Creative Commons: | Reconocimiento - Sin obra derivada - No comercial |
Resumen
In this paper we introduce the idea of using a reliability measure associated to the predic- tions made by recommender systems based on collaborative filtering. This reliability mea- sure is based on the usual notion that the more reliable a prediction, the less liable to be wrong. Here we will define a general reliability measure suitable for any arbitrary recom- mender system. We will also show a method for obtaining specific reliability measures specially fitting the needs of different specific recommender systems.
Más información
| ID de Registro: | 15304 |
|---|---|
| Identificador DC: | https://oa.upm.es/15304/ |
| Identificador OAI: | oai:oa.upm.es:15304 |
| URL Portal Científico: | https://portalcientifico.upm.es/es/ipublic/item/5488174 |
| Identificador DOI: | 10.1016/j.ins.2012.06.027 |
| URL Oficial: | http://www.sciencedirect.com/science/article/pii/S... |
| Depositado por: | Memoria Investigacion |
| Depositado el: | 14 Jun 2013 16:29 |
| Ultima Modificación: | 12 Nov 2025 00:00 |
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