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Communications in Computer and Information Science(2)
Proceedings - 2020 International Conference of Digital Transformation and Innovation Technology, INCODTRIN 2020(2)
Advances in Intelligent Systems and Computing(1)
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Iberian Conference on Information Systems and Technologies, CISTI(1)
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Collaborative Filtering Enhanced by Demographic Information for Tourist Sites Recommendations
Conference ObjectAbstract: Recommender systems are very applicable in the tourism domain to alleviate the information overloadPalabras claves:COLLABORATIVE FILTERING, Demographic filtering, Recommender system, TOURISMAutores:Luis Febre, Priscila Valdiviezo-Diaz, Ruth ReateguiFuentes:googlescopusComparative Performance of Collaborative Filtering Recommendations Methods for Explaining Recommendations
Conference ObjectAbstract: In this paper a comparative performance of some collaborative filtering methods for recommender systPalabras claves:Bayesian models, biclustering, COLLABORATIVE FILTERING, Recommender systemAutores:Ortega F., Priscila Valdiviezo-DiazFuentes:googlescopusA general framework for intelligent recommender systems
ArticleAbstract: In this paper, we propose a general framework for an intelligent recommender system that extends thePalabras claves:cognitive maps, Recommender systemAutores:Guido E. Riofrio, José Lisandro Aguilar Castro, Priscila Valdiviezo-DiazFuentes:scopusA hybrid approach of recommendation via extended matrix based on collaborative filtering with demographics information
Conference ObjectAbstract: In view of the growth in the use of methods based on matrix factorization, this research proposes anPalabras claves:COLLABORATIVE FILTERING, Demographic information, Extended matrix, matrix factorization, Recommender system, Sparse dataAutores:Bobadilla J., Priscila Valdiviezo-DiazFuentes:googlescopusA recommender system based on cognitive map for smart classrooms
Conference ObjectAbstract: In this paper, we propose a Fuzzy Cognitive Maps (FCMs) to recommender Learning Resources in a SmartPalabras claves:cognitive maps, Recommender system, smart classroomAutores:Guido E. Riofrio, José Lisandro Aguilar Castro, Priscila Valdiviezo-DiazFuentes:scopusEnhanced Books Recommendation Using Clustering Techniques and Knowledge Graphs
Conference ObjectAbstract: Nowadays, there is an increased interest in recommender systems in different fields, since they alloPalabras claves:Books, COLLABORATIVE FILTERING, K-Means, Knowledge Graph, Recommender systemAutores:Chizaiza J., Priscila Valdiviezo-DiazFuentes:googlescopusDrug Recommendation System for Diabetes Using a Collaborative Filtering and Clustering Approach: Development and Performance Evaluation
ArticleAbstract: Background: Diabetes is a public health problem worldwide. Although diabetes is a chronic and incuraPalabras claves:Chronic Disease, Clustering, COLLABORATIVE FILTERING, Data Mining, DIABÉTES, drug, Machine learning, Patient information, recommend, Recommender systemAutores:Luis Barba-Guaman, Luis Fernando Granda Morales, Priscila Valdiviezo-Diaz, Ruth ReateguiFuentes:googlescopusHashtags Recommendations in Twitter based on Collaborative Filtering
Conference ObjectAbstract: Social networks generate each day a vast amount of heterogeneous information, which can be used forPalabras claves:based on memory, COLLABORATIVE FILTERING, Machine learning, Recommender system, TwitterAutores:Luis Pazmino Torres, Priscila Valdiviezo-DiazFuentes:scopus