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dc.contributorPerera Lluna, Alexandre
dc.contributor.authorBenedito Saura, Ernest
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial
dc.date.accessioned2018-06-08T12:02:18Z
dc.date.available2018-06-08T12:02:18Z
dc.date.issued2018-01
dc.identifier.urihttp://hdl.handle.net/2117/117930
dc.description.abstractDuring this project, an end-to-end solution has been provided, creating and developing a Chatbot that, using Artificial Intelligence, is able to solve doubts that students may have within the domain of a university subject. To do so, Advanced Statistics Techniques such as Machine Learning Classification Methods or Text Mining have been used in order to make a Natural Language Processing system that understands a question and provides either a pre-built or a generative answer, based on the documentation of the subject. This system has then been integrated into Telegram, which serves as a front-end application. Several functionalities have been incorporated, such as interactive answers, user registration, administrator rights, multiple language selection or database connec- tions handling, among others.
dc.language.isoeng
dc.publisherUniversitat Politècnica de Catalunya
dc.publisherUniversitat de Barcelona
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/3.0/es/
dc.subjectÀrees temàtiques de la UPC::Matemàtiques i estadística
dc.subject.lcshMathematics
dc.subject.lcshStatistics
dc.subject.otherArtificial Intelligence
dc.subject.otherChatbot
dc.subject.otherMachine Learning
dc.subject.otherRandom Forest
dc.subject.otherText Mining
dc.titleCreation and development of an AI teaching assistant
dc.typeMaster thesis
dc.subject.lemacEstadística
dc.subject.lemacMatemàtica
dc.subject.amsClassificació AMS::00 General::00A General and miscellaneous specific topics
dc.identifier.slugFME-1623
dc.rights.accessOpen Access
dc.date.updated2018-02-07T06:40:23Z
dc.audience.educationlevelMàster
dc.audience.mediatorUniversitat Politècnica de Catalunya. Facultat de Matemàtiques i Estadística


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