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A collaborative filtering based recommender system for disease self-management
Conference ObjectAbstract: Diabetes is a chronic disease that is diagnosed by observing raised levels of glucose in the blood.Palabras claves:CLOUD COMPUTING, COLLABORATIVE FILTERING, Diabetes self-managementAutores:Jose Medina-Moreira, Katty Lagos-Ortiz, Luna Harry Aveiga, Óscar Apolinario-Arzube, Paredes-Valverde M.A., Valencia-Garcia R.Fuentes:scopusCollaborativehealth: Smart technologies to surveil outbreaks of infectious diseases through direct and indirect citizen participation
Conference ObjectAbstract: Early warning systems are essential to mitigate the consequences of outbreaks of infectious diseasesPalabras claves:BLOCKCHAIN, Infodemiology, Information-retrieval, Ontologies, Opinion-mining, PROGRESSIVE WEB APPAutores:Estrade-Cabrera J.I., García-Díaz J.A., Gómez-Berbs J.M., Jose Medina-Moreira, Luna Harry Aveiga, Óscar Apolinario-Arzube, Pinto S., Valencia-Garcia R.Fuentes:googlescopusComparing deep-learning architectures and traditional machine-learning approaches for satire identification in spanish tweets
ArticleAbstract: Automatic satire identification can help to identify texts in which the intended meaning differs froPalabras claves:Automatic satire identification, Natural Language processing, Text classificationAutores:García-Díaz J.A., Jose Medina-Moreira, Luna Harry Aveiga, Óscar Apolinario-Arzube, Valencia-Garcia R.Fuentes:googlescopusAstmapp: A platform for asthma self-management
ArticleAbstract: Asthma is a chronic lung disease of the airways that makes breathing difficult. Worldwide, asthma isPalabras claves:Asthma, Mobile application, OntologiesAutores:Jose Medina-Moreira, Katty Lagos-Ortiz, Luna Harry Aveiga, Óscar Apolinario-Arzube, Paredes-Valverde M.A., Valencia-Garcia R.Fuentes:scopusHealth monitor: An intelligent platform for the monitorization of patients of chronic diseases
Book PartAbstract: A chronic disease is a condition of long duration and generally slow progression. This kind of diseaPalabras claves:Chronic Disease, Health self-management, Recommender systemAutores:Jose Medina-Moreira, Katty Lagos-Ortiz, Luna Harry Aveiga, Óscar Apolinario-Arzube, Paredes-Valverde M.A., Valencia-Garcia R.Fuentes:scopusEvaluating information-retrieval models and machine-learning classifiers for measuring the social perception towards infectious diseases
ArticleAbstract: Recent outbreaks of infectious diseases remind us the importance of early-detection systems improvemPalabras claves:Infodemiology, Information Retrieval, opinion miningAutores:García-Díaz J.A., Jose Medina-Moreira, Luna Harry Aveiga, Oscar Apolinardo-Arzube, Valencia-Garcia R.Fuentes:scopusIntelligent technologies for health self-management
ArticleAbstract: The objective of "Intelligent technologies for health self-management" project is the development ofPalabras claves:Content customization, Health self-management, Ontologies, sentiment analysisAutores:García-Díaz J.A., Jose Medina-Moreira, Katty Lagos-Ortiz, Luna Harry Aveiga, Óscar Apolinario-Arzube, Valencia-Garcia R.Fuentes:scopusKnowledge Extraction from Twitter Towards Infectious Diseases in Spanish
Conference ObjectAbstract: Infodemiology consists in the extraction and analysis of data compiled on the Internet regarding pubPalabras claves:Infodemiology, Information Retrieval, Machine learning, opinion mining, sentiment analysisAutores:García-Díaz J.A., Jose Medina-Moreira, Luna Harry Aveiga, Óscar Apolinario-Arzube, Valencia-Garcia R.Fuentes:googlescopusKnowledge acquisition through ontologies from medical natural language texts
ArticleAbstract: Ontologies are used to represent knowledge and they have become very important in the Semantic Web ePalabras claves:Ontology Engineering from the Text, Ontology Evolution, Ontology learning, Semantic Role Labeling, Term ExtractionAutores:Jose Medina-Moreira, Katty Lagos-Ortiz, Luna Harry Aveiga, Óscar Apolinario-Arzube, Salas-Zárate M.D.P., Valencia-Garcia R.Fuentes:scopusMining twitter for measuring social perception towards diabetes and obesity in central america
Conference ObjectAbstract: For a long time, diabetes and obesity have been considered a menace only in developed countries. NevPalabras claves:Bag of Words, DIABÉTES, Natural Language processing, obesity, opinion miningAutores:García-Díaz J.A., Jose Medina-Moreira, Luna Harry Aveiga, Oscar Apolinardo-Arzube, Valencia-Garcia R.Fuentes:scopus