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http://hdl.handle.net/2445/130959
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DC Field | Value | Language |
---|---|---|
dc.contributor.advisor | Puertas i Prats, Eloi | - |
dc.contributor.advisor | Igual Muñoz, Laura | - |
dc.contributor.author | Dempere Guillermo, German | - |
dc.date.accessioned | 2019-03-27T09:10:00Z | - |
dc.date.available | 2019-03-27T09:10:00Z | - |
dc.date.issued | 2018-06-27 | - |
dc.identifier.uri | http://hdl.handle.net/2445/130959 | - |
dc.description | Treballs Finals de Grau d'Enginyeria Informàtica, Facultat de Matemàtiques, Universitat de Barcelona, Any: 2018, Director: Eloi Puertas i Prats i Laura Igual Muñoz | ca |
dc.description.abstract | [en] The early prediction of a student’s performance through their academic career is very relevant for mentor guidance and personalized advice. We present a combined data science and web application dashboard for analyzing real academic data from 4 degrees in the Universitat de Barcelona. Very satisfactory results are achieved on the prediction of course grades. After obtaining the predictions, We display different visualizations of the predictions in a dashboard platform to help mentors understand their set of students and identify ones in need of special attention. Big opportunities open for the future. | ca |
dc.format.extent | 45 p. | - |
dc.format.mimetype | application/pdf | - |
dc.language.iso | eng | ca |
dc.rights | memòria: cc-by-nc-nd (c) German Dempere Guilermo, 2018 | - |
dc.rights | codi: GPL (c) German Dempere Guilermo, 2018 | - |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ | * |
dc.rights.uri | http://www.gnu.org/licenses/gpl-3.0.ca.html | * |
dc.source | Treballs Finals de Grau (TFG) - Enginyeria Informàtica | - |
dc.subject.classification | Dades massives | ca |
dc.subject.classification | Aprenentatge automàtic | ca |
dc.subject.classification | Programari | ca |
dc.subject.classification | Treballs de fi de grau | ca |
dc.subject.classification | Sistemes d'ajuda a la decisió | ca |
dc.subject.classification | Tutoria (Ensenyament) | ca |
dc.subject.other | Big data | en |
dc.subject.other | Machine learning | en |
dc.subject.other | Computer software | en |
dc.subject.other | Decision support systems | en |
dc.subject.other | Tutoring (Teaching) | en |
dc.subject.other | Bachelor's theses | en |
dc.title | Predictive data driven dashboard as an academic guidance support platform for mentors | ca |
dc.type | info:eu-repo/semantics/bachelorThesis | ca |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | ca |
Appears in Collections: | Programari - Treballs de l'alumnat Treballs Finals de Grau (TFG) - Enginyeria Informàtica |
Files in This Item:
File | Description | Size | Format | |
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codi_font.zip | Codi font | 29.45 MB | zip | View/Open |
memoria.pdf | Memòria | 1.85 MB | Adobe PDF | View/Open |
This item is licensed under a Creative Commons License