Tesi etd-11142022-213825 |
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Tipo di tesi
Tesi di laurea magistrale
Autore
COCCONI, FEDERICO
URN
etd-11142022-213825
Titolo
The use of Data Mining techniques to investigate the relationship between university students’ performances and their social network
Dipartimento
INFORMATICA
Corso di studi
DATA SCIENCE AND BUSINESS INFORMATICS
Relatori
relatore Prof. Nanni, Mirco
Parole chiave
- data mining
- machine learning
- deep learning
- social network analysis
- clustering
Data inizio appello
02/12/2022
Consultabilità
Non consultabile
Data di rilascio
02/12/2092
Riassunto
The aim of the work is to investigate the relationship between the performances and social networks of students of the University of Pisa. In particular I tried to predict top students, i.e. the students with an average in the top 10%, based on the ‘social connections’ with other students and the use of different categories of University’s rooms and to identify characteristic behaviors of these top students compared to the others.
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