SYSTEMS, APPARATUS AND METHODS USING PROBABILISTIC TECHNIQUES IN TRENDING AND PROFILING AND TEMPLATE-BASED PREDICTIONS OF USER BEHAVIOR IN ORDER TO OFFER RECOMMENDATIONS

摘要

An embodiment of the present invention provides a method of using probabilistic techniques in trending and profiling of user behavior in order to offer recommendations, comprising detecting patterns in user behavior over time thereby enabling a personal device associated with said user to predict what the user is likely to do on a given day or what the user intends to accomplish in an action that has begun.