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Bachelor thesis

Publication date

2018-06-27

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memòria: cc-by-nc-nd (c) German Dempere Guilermo, 2018
Please use this identifier to cite or link to this item: https://hdl.handle.net/2445/130959

Predictive data driven dashboard as an academic guidance support platform for mentors

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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.

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

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Subject

Dades massives, Aprenentatge automàtic, Programari, Treballs de fi de grau, Sistemes d'ajuda a la decisió, Tutoria (Ensenyament)

Subject (English)

Big data, Machine learning, Computer software, Decision support systems, Tutoring (Teaching), Bachelor's theses

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Treballs Finals de Grau (TFG) - Enginyeria Informàtica
Programari - Treballs de l'alumnat

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DEMPERE GUILLERMO, German. Predictive data driven dashboard as an academic guidance support platform for mentors. [consulted: 6 of October of 2026]. Available at: https://hdl.handle.net/2445/130959

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