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Creation and development of an AI teaching assistant
dc.contributor | Perera Lluna, Alexandre |
dc.contributor.author | Benedito Saura, Ernest |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial |
dc.date.accessioned | 2018-06-08T12:02:18Z |
dc.date.available | 2018-06-08T12:02:18Z |
dc.date.issued | 2018-01 |
dc.identifier.uri | http://hdl.handle.net/2117/117930 |
dc.description.abstract | During 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.iso | eng |
dc.publisher | Universitat Politècnica de Catalunya |
dc.publisher | Universitat de Barcelona |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-sa/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Matemàtiques i estadística |
dc.subject.lcsh | Mathematics |
dc.subject.lcsh | Statistics |
dc.subject.other | Artificial Intelligence |
dc.subject.other | Chatbot |
dc.subject.other | Machine Learning |
dc.subject.other | Random Forest |
dc.subject.other | Text Mining |
dc.title | Creation and development of an AI teaching assistant |
dc.type | Master thesis |
dc.subject.lemac | Estadística |
dc.subject.lemac | Matemàtica |
dc.subject.ams | Classificació AMS::00 General::00A General and miscellaneous specific topics |
dc.identifier.slug | FME-1623 |
dc.rights.access | Open Access |
dc.date.updated | 2018-02-07T06:40:23Z |
dc.audience.educationlevel | Màster |
dc.audience.mediator | Universitat Politècnica de Catalunya. Facultat de Matemàtiques i Estadística |
dc.audience.degree | MÀSTER UNIVERSITARI EN ESTADÍSTICA I INVESTIGACIÓ OPERATIVA (Pla 2013) |
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Màster universitari en Estadística i Investigació Operativa (UPC-UB) [437]
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