Location Aware Recommendation System

LARS* is a location aware recommendation system that detects the location of user from IP address of system, gives details of that location and uses location based rating to produced recommendations. Recommender systems which are traditional do not consider spatial properties of users nor items; LARS*, on the other hand, supports a technique of three classes of location-based ratings, i.e. the spatial ratings for non-spatial items, the non-spatial ratings for the spatial items, and the spatial ratings for the spatial items. Details about user’s location are provided by using FivaTech. It propose an unsupervised, page-level data extraction to deduce the schema and templates for each individual huge Websites, which contains either singleton or multiple data records in one Webpage. FiVaTech applies tree matching, tree alignment, and mining techniques to achieve the challenging task. FivaTech is going to take place for web mining purpose.