For performance validation, the modules related to the topic identification and affective analysis were compared with other similar solutions or implemented with other machine learning algorithms.  Additionally, our proposed system was able to detect an event almost three days earlier than the other methods.  Furthermore, the information provided by the system permits to understand the predominant characteristics of an event, such as keywords and emotion type of messages.
THERM