Adrien Guille — Index - Recherche - Enseignement - Publications - Code

SONDY: An open source social media data mining software

About

SONDY (SOcial Network DYnamics) is an open source software written in Java for collecting, analyzing, and mining data generated by social media. Its main focus is on event detection and influence analysis. The goal of this software is to provide a way to identify events to which people react, and to identify the most influential people inside these events. To this end, SONDY implements several state-of-the-art algorithms and various visualizations that allow for an efficient exploration of the data. SONDY also offers data pre-processing functionalities and features an advanced user interface.

Publication

Adrien Guille, Cécile Favre, Hakim Hacid, Djamel Zighed (2013) SONDY: An Open Source Platform for Social Dynamics Mining and Analysis Proceedings of the 2013 ACM International Conference on Management of Data (SIGMOD), pp. 1005-1008

Code

The source code of SONDY is distributed via GitHub under the terms of the GNU GPL v3 licence.

Demo

Preprocessing

data_preprocessing

Event detection

event_detection

Influence analysis

influence_analysis