IDENTIFY THE POI VISITED USING THE TSE ALGORITHM

The disclosure provides a system and method to identify the point of interest using the trip start and end algorithm. The system receives trip data associated with each of a plurality of data points of a trip segment of a trip. The system determines a deceleration condition associated with a set of consecutive data points. Further, in response to determining deceleration condition, the system determines a geographical region associated with set of consecutive data points. Further, the system determines geographical region to be associated with a point of interest (POI) location. The system determines, using a machine learning (ML) model, a probability value for occurrence of a stop event of trip based on the determined geographical region to correspond to the POI location. Based on the determination of the probability value to be greater than threshold value, the system stores the trip data in association with stop event of trip.