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- Smartphones, smartwatches are some examples of the new connected society. All these devices, the wearables, are following the user in their everyday’s life, collecting data for the companies. Localization data is the main subject of this master thesis. The goal is to find a way to extract relevant informations from it. The way it is achieved thesis is by using an algorithm that will output the most repetitive behaviours, called habits, in the list of all trajectories of a user.