This is my bachelor thesis project. The goal of this project is develop an association algorithm that finds probability rules between different kind of spatio-temporal events, like criminal events. The work focusses on the crimes happend in Boston.
Project Details
The project apply an association rule algorithm that exploits a participation index that evaluates the connection probability between different kinds of criminal events. The algorithm has been implemented in Python build an hand-made tree data structure to optimize the complex computation.
After that the results have been evaluated through the usage of the most used association rule performance indexes in the literature. It has been obtained interesting results.