@unpublished{upm68046,
            year = {2021},
           month = {July},
          author = {Mart{\'i}n Bosco Domingo Benito},
           title = {Implementation of a Bespoke, Collaborative-Filtering, Matrix-Factoring Recommender System Based on a Bernoulli Distribution Model for Webel},
         address = {Madrid},
             url = {https://oa.upm.es/68046/},
        abstract = {Este proyecto documenta el proceso de construcci{\'o}n y entrenamiento de un Sistema de Recomendaci{\'o}n por Filtrado Colaborativo y Factorizaci{\'o}n Matricial basado en el modelo BeMF propuesto en [1] adaptado para Webel, una empresa software dirigida a ofrecer servicios a domicilio ofertados por profesionales a trav{\'e}s de una aplicaci{\'o}n m{\'o}vil. Se incluye la preparaci{\'o}n del entorno y empleados para la futura integraci{\'o}n con sus sistemas existentes y subsecuente lanzamiento a producci{\'o}n.
Abstract:
This project documents the process of building and training a Collaborative-Filtering, Matrix-Factoring Recommender System based on the proposed BeMF model in [1] and adapted for Webel, a software company aiming to provide at-home services offered by professionals through a mobile app. It also includes the successful preparation and employee training for future integration with their existing systems and subsequent launch into production.},
        keywords = {Collaborative filtering; Recommender systems; Filtrado colaborativo; Sistemas de recomendaci{\'o}n}
}