Publicación:
A SIMPLE APPROACH FOR ASPECT-BASED RECOMMENDATION USING REVIEWS WRITTEN IN SPANISH

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dc.creatorCARLOS RICARDO LAGOS URBINA
dc.creatorMARÍA NATHALIE RISSO SEPÚLVEDA
dc.creatorPEDRO GERÓNIMO CAMPOS SOTO
dc.creatorPATRICIO ALEJANDRO GALDAMES SEPÚLVEDA
dc.date2020
dc.date.accessioned2025-01-10T15:17:58Z
dc.date.available2025-01-10T15:17:58Z
dc.date.issued2020
dc.description.abstractTHIS PAPER PRESENTS AN APPROACH TO TAKE ADVANTAGE OF REVIEWS WRITTEN IN SPANISH TO GENERATE ASPECT-BASED RECOMMENDATIONS. ALTHOUGH DIVERSE APPROACHES HAVE BEEN PROPOSED AND EVALUATED FOR REVIEWS WRITTEN IN ENGLISH, THERE IS A LACK OF PROPOSALS TO ACCOMPLISH THIS TASK USING REVIEWS IN SPANISH. THE PROPOSED APPROACH USES TEXT MINING TECHNIQUES AND TOOLS TO EXTRACT ITEM ASPECTS AND ESTIMATE USER PREFERENCES FOR EACH OF THEM. THE ESTIMATED PREFERENCES THEN FEED A MULTI-CRITERIA RECOMMENDER SYSTEM, CONSIDERING EACH EXTRACTED ASPECT AS A CRITERION REGARDING USER PREFERENCE. PRELIMINARY RESULTS SHOW THAT, USING ASPECTS EXTRACTED FROM REVIEWS WRITTEN IN SPANISH, IT IS POSSIBLE TO IMPROVE THE QUALITY OF RECOMMENDATIONS GENERATED WITH A TRADITIONAL ALGORITHM. DUE TO THE SIMPLICITY OF THE PROPOSED APPROACH, IT CAN BE EASILY USED BY LOCAL COMPANIES TO INCORPORATE ASPECT-BASED RECOMMENDATIONS.
dc.formatapplication/pdf
dc.identifier.doi10.1109/SCCC49216.2019.8966394
dc.identifier.urihttps://repositorio.ubiobio.cl/handle/123456789/11352
dc.languagespa
dc.publisher2019 IEEE CHILEAN CONFERENCE ON ELECTRICAL, ELECTRONICS ENGINEERING, INFORMATION AND COMMUNICATION TECHNOLOGIES (CHILECON)
dc.relation.uri10.1109/SCCC49216.2019.8966394
dc.rightsPUBLICADA
dc.subjectTools
dc.subjectText mining
dc.subjectTask analysis
dc.subjectSilicon
dc.subjectProposal
dc.subjectJava
dc.subjectFeeds
dc.titleA SIMPLE APPROACH FOR ASPECT-BASED RECOMMENDATION USING REVIEWS WRITTEN IN SPANISH
dc.title.alternativeUN ENFOQUE SIMPLE PARA LA RECOMENDACIÓN BASADA EN ASPECTOS UTILIZANDO REVISIONES ESCRITAS EN ESPAÑOL
dc.typeARTÍCULO
dspace.entity.typePublication
ubb.EstadoPUBLICADA
ubb.Otra ReparticionDEPARTAMENTO DE SISTEMAS DE INFORMACION
ubb.Otra ReparticionDEPARTAMENTO DE INGENIERIA ELECTRICA Y ELECTRONICA
ubb.Otra ReparticionDEPARTAMENTO DE SISTEMAS DE INFORMACION
ubb.Otra ReparticionDEPARTAMENTO DE SISTEMAS DE INFORMACION
ubb.SedeCONCEPCIÓN
ubb.SedeCONCEPCIÓN
ubb.SedeCONCEPCIÓN
ubb.SedeCONCEPCIÓN
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