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Collaborativehealth: 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:googlescopusCNL-RDF-query: A controlled natural language interface for querying ontologies and relational databases
Conference ObjectAbstract: The most commonly used search engines do not always show the information that the user needs, becausPalabras claves:natural language interface, Ontologies, SPARQL, User InterfacesAutores:García-Díaz J.A., Henarejos-Blasco J., Óscar Apolinario-Arzube, Valencia-Garcia R.Fuentes:scopusEvaluating Pre-trained Word Embeddings and Neural Network Architectures for Sentiment Analysis in Spanish Financial Tweets
Conference ObjectAbstract: Sentiment Analysis supports decision making in the financial domain by gaining rapid insights regardPalabras claves:deep learning, sentiment analysis, Word embeddingsAutores:García-Díaz J.A., 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:googlescopus