June, 13 |
room 301 - 3° floor Edificio CU002 ex Facoltà di Scienze Statistiche/
11.00 am - 01.00 pm
02:00 pm - 04:00 pm |
Cinelli, Iovanella
Introduction to Network Science. Introduction to Complexity, complex systems and complex networks. Data Science and their applications. Fundamental concepts in Social Networks. Using R for Data Science. |
June, 14 |
room 301 - 3° floor Edificio CU002 ex Facoltà di Scienze Statistiche/
02:00 pm - 06:00 pm |
Cinelli, Iovanella
Basics of Graph Theory. Fundamental network measures and degree distribution. Paths and notable structures. Graphs in R and the igraph library. Plotting graphs and skewed distributions using R and the tidyverse/ggplot2 libraries. |
June, 17 |
01 - 3° floor Edificio CU002 ex Facoltà di Scienze Statistiche/
11.00 am - 01.00 pm
02:00 pm - 04:00 pm |
Cinelli, Iovanella
Correlations: degree correlation, homophily, assortativity and disassortativity. Community detection in networks. Opinion Dynamics and Information Spreading on networks. Applications to social networks. |
June, 18 |
room 301 - 3° floor Edificio CU002 ex Facoltà di Scienze Statistiche/
11.00 am - 01.00 pm
02:00 pm - 04:00 pm |
Cinelli, Iovanella
Network Models. Random graphs: Watts-Strogatz model, Barabási-Albert model, Configuration Model and rewiring techniques. Statistical validation of network measures with real-world examples. |
June, 19 |
room 301 - 3° floor Edificio CU002 ex Facoltà di Scienze Statistiche/
11.00 am - 01.00 pm
02:00 pm - 04:00 pm |
Cinelli, Iovanella
Social Media Data. How to download and exploit data from social media platforms and other databases for research purposes. Studying polarisation, segregation and echo chambers. |