Methods, systems and computer readable media for predicting ratings using graph filters
Área Tecnológica
Ingeniería y TecnologíaTipo de acción innovadora
Innovación bajo protecciónPropiedad intelectual
PatenteÁrea de impacto
- Digitalización y Competencias Digitales
Palabras clave
and, computer, filters, for, graph, media, methods, predicting, ratings, readable, systems, using-
Descripción
Inventores URJC:
Antonio García Marqués
Otros inventores:
Alejandro Rafael (Wynnewood, PA) ; Huang; Weiyu; (Philadelphia, PA)
Estado actual:
Finalizada ; Concedida
Methods, systems, and computer readable media for computing user rating predictions are disclosed. In some examples, a recommender is implemented on at least one processor and memory and programmed for receiving a request to select one or more recommended items for a user from unrated items that are unrated by the user to the recommender. The recommender is programmed for computing user rating predictions for each of the unrated items by applying a graph filter to user-item rating data. The user-item rating data includes other-user ratings of the unrated items by other users and a same-user ratings of other items by the user. The recommender is programmed for selecting the one or more recommended items from the unrated items using the user rating predictions for the unrated items and outputting the recommended items in response to the request. - Tecnología
- Ventaja Competitiva
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Adventurees
