Trust Based Fuzzy Linguistic Recommender Systems as Reinforcement for Personalized Education in the Field of Oral Surgery and Implantology

The rapid advances in Web technologies are promoting the development of new pedagogic models based on virtual teaching. In this framework, personalized services are necessary. Recommender systems can be used in an academic environment to assist users in their teaching-learning processes. In this paper, we present a trust based recommender system, adopting a fuzzy linguistic modeling, that provides personalized activities to students in order to reinforce their education, and applied it in the field of oral surgery and implantology. We don’t take into account users with similar ratings history but users in which each user can trust and we provide a method to aggregate the trust information. This system can be used in order to aid professors to provide students with a personalized monitoring of their studies with less effort. The results obtained in the experiments proved to be satisfactory.TIN2016-75850-

Muysca : sistema de enriquecimiento del perfil de una persona en el marco de un campus inteligente

Muysca desarrolla mecanismos de extracción de características basados en la ubicación y los datos transaccionales para permitir el enriquecimiento del perfil de las personas. Al realizar un análisis del estado del arte, caracterizamos diferentes servicios clave en el marco de un campus inteligente. Realizamos implementaciones de algunos componentes de la arquitectura de referencia: Quysqua Smart- UJ. Muysca se diseñó utilizando el Ciclo de Diseño Básico de Ingeniería para el caso de referencia, asociado a los servicios: asistencia a clase, actividades frecuentes y preferencias y gustos temáticos.Muysca develops feature extraction mechanisms based on location and transactional data to allow people's profile enrichment. By performing an analysis of the state of the art, we characterized different key services within the framework of an intelligent campus. We perform implementations of some components of the reference architecture: Quysqua Smart-UJ. Muysca was designed using the Engineering Basic Design Cycle for the reference case, associated with the services: class attendance, frequent activities, and thematic preferences and tastes.Magíster en Ingeniería de Sistemas y ComputaciónMagíster en Analítica para la Inteligencia de NegociosMaestrí