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dc.contributor.advisorHernández-González, Jerónimo-
dc.contributor.advisorMartín Suárez, David-
dc.contributor.authorGranatiero, Pablo-
dc.descriptionTreballs finals del Màster de Fonaments de Ciència de Dades, Facultat de matemàtiques, Universitat de Barcelona. Any: 2021. Tutor: Jerónimo Hernández González i David Martín Suárezca
dc.description.abstract[en] This is a project of applied data analysis made in collaboration with the CPO of the restaurants app Velada. We analyze the data collected by the app with the objective of building a recommender system for its restaurants. The initial objective was to give particular attention to the parameter time, building a model able to make the right recommendation in the right moment for each user of the app. Different attempts have been performed, using both collaborative filtering and content based recommender systems, with different types of information as data input. We show that the best approach is a binary collaborative filter, although the results are preliminary due to the lack of enough data. We also show that the performance will be easily improved as new data becomes available. Finally, we provide some insights on how the problem of making a recommendation for a restaurant just in time could be solved in the
dc.format.extent38 p.-
dc.rightscc-by-sa (c) Pablo Granatiero, 2021-
dc.rightscodi: GPL (c) Pablo Granatiero, 2021-
dc.sourceMàster Oficial - Fonaments de la Ciència de Dades-
dc.subject.classificationSistemes d'ajuda a la decisió-
dc.subject.classificationAlgorismes computacionals-
dc.subject.classificationTreballs de fi de màster-
dc.subject.classificationAplicacions mòbilsca
dc.subject.otherDecision support systems-
dc.subject.otherComputer algorithms-
dc.subject.otherMaster's theses-
dc.subject.otherMobile appsen
dc.titleA restaurant recommender system for a new-born app-based gastronomic guideca
Appears in Collections:Programari - Treballs de l'alumnat
Màster Oficial - Fonaments de la Ciència de Dades

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