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Avoiding fake neighborhoods in e-commerce collaborative recommender systems: A semantic approach
Conference ObjectAbstract: Recommender systems are very useful tools in application domains that suffer from information overloPalabras claves:COLLABORATIVE FILTERING, E-Commerce, personalization, semantic reasoningAutores:Blanco-FernÁndez Y., Martín López-Nores, Martín-Vicente M.I., Ramos-Cabrer M., Solla A.G.Fuentes:scopusA flexible semantic inference methodology to reason about user preferences in knowledge-based recommender systems
ArticleAbstract: Recommender systems arose with the goal of helping users search in overloaded information domains (lPalabras claves:Content-based filtering, Ontologies, recommender systems, semantic reasoning, semantic webAutores:Bermejo-Muñoz J., Blanco-FernÁndez Y., GarcÍa-Duque J., José Pazos-Arias, Martín López-Nores, Ramos-Cabrer M., Redondo R.P.D., Solla A.G., Vilas F.Fuentes:scopusA semantic approach to improve neighborhood formation in collaborative recommender systems
ArticleAbstract: Automatic recommenders are now omnipresent in e-commerce websites, as selecting and offering to userPalabras claves:COLLABORATIVE FILTERING, Fake neighborhood, semantic reasoning, Semantic similarity metric, Sparsity problemAutores:Blanco-FernÁndez Y., José Pazos-Arias, Martín López-Nores, Martín-Vicente M.I., Ramos-Cabrer M., Solla A.G.Fuentes:scopusExploiting synergies between semantic reasoning and personalization strategies in intelligent recommender systems: A case study
ArticleAbstract: Current recommender systems attempt to identify appealing items for a user by applying syntactic matPalabras claves:COLLABORATIVE FILTERING, Content-based methods, personalization, semantic reasoningAutores:Blanco-FernÁndez Y., GarcÍa-Duque J., José Pazos-Arias, Martín López-Nores, Ramos-Cabrer M., Redondo R.P.D., Solla A.G., Vilas F.Fuentes:scopusExploring synergies between content-based filtering and Spreading Activation techniques in knowledge-based recommender systems
ArticleAbstract: Recommender systems fight information overload by selecting automatically items that match the persoPalabras claves:Content-based filtering, personalization, semantic reasoning, Spreading Activation techniquesAutores:Blanco-FernÁndez Y., José Pazos-Arias, Martín López-Nores, Ramos-Cabrer M., Solla A.G.Fuentes:scopusImproving e-commerce collaborative recommendations by semantic inference of neighbors' practical expertise
Conference ObjectAbstract: E-commerce has become a major application domain for recommender systems due to its business interesPalabras claves:COLLABORATIVE FILTERING, Expertise, personalized e-commerce, semantic reasoningAutores:Blanco-FernÁndez Y., Martín López-Nores, Martín-Vicente M.I., Ramos-Cabrer M., Solla A.G.Fuentes:scopusMaking the most of TV on the move: My newschannel
ArticleAbstract: The increasing success of mobile-TV (m-TV) is changing the habits and customs in TV consumption whicPalabras claves:DVB-H, Mobile-TV, personalization, semantic reasoningAutores:GarcÍa-Duque J., José Pazos-Arias, Ramos-Cabrer M., Redondo R.P.D., Solla A.G., Vilas F.Fuentes:scopusSemantic inference of user's reputation and expertise to improve collaborative recommendations
ArticleAbstract: Collaborative recommender systems select potentially interesting items for each user based on the prPalabras claves:COLLABORATIVE FILTERING, Expertise, personalized e-commerce, Reputation, semantic reasoning, trustAutores:Blanco-FernÁndez Y., Martín López-Nores, Martín-Vicente M.I., Ramos-Cabrer M., Solla A.G.Fuentes:scopusReceiver-side semantic reasoning for digital TV personalization in the absence of return channels
ArticleAbstract: Experience has proved that interactive applications delivered through Digital TV must provide personPalabras claves:digital TV, Ontologies, personalization, semantic reasoning, StereotypesAutores:Blanco-FernÁndez Y., GarcÍa-Duque J., José Pazos-Arias, Martín López-Nores, Ramos-Cabrer M., Redondo R.P.D., Solla A.G., Vilas F.Fuentes:scopus