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Telecommunication Networks Group

Machine learning techniques for collective behavior identification

Parole chiave BIG DATA, DATA SCIENCE, MODELLAZIONE, RETI SOCIALI

Riferimenti MARCO MELLIA, LUCA VASSIO

Riferimenti esterni Idilio Drago (UNITO)

Gruppi di ricerca SmartData@PoliTO, Telecommunication Networks Group

Tipo tesi MODELLAZIONE E ANALISI DATI, MODELLISTICA

Descrizione In complex systems, there are interactions between entities and we want to characterize and extract the salient types of these interactions. The main applications we are interested to are online social networks like Facebook and Instagram or communication network, like darknets listening to incoming Internet traffic. The student will:
Develop machine learning methodologies to identify coordinated events .
Model the events as a graph and extract emerging patterns.
Make the methodological approach scalable with smart approximations.
Apply these methods to real networks (darknets, social networks), for which we already collected a lot of data

Conoscenze richieste Modellazione, analisi dati, python, possibilmente big data (pyspark)

Note Contact luca.vassio@polito.it


Scadenza validita proposta 16/03/2022      PROPONI LA TUA CANDIDATURA




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