Mobile Commerce, also known as M-Commerce or mCommerce, is the ability to conduct commerce using a mobile device. Research is done by Mining and Prediction of Mobile Users' Commerce Behaviors such as their movements and purchase transactions. The problem of PMCP-Mine algorithm has been overcome by the Collaborative Filtering Algorithm. The main objective is to analyse the Mobile users' movements to the new locations instead of considering only the frequent moving locations. In the existing approach, a Mobile Commerce Explorer Framework has been implemented to make recommendations for stores and items by analysing the Mobile users'. The drawbacks are the recommendations that made are only for frequently moving locations and stores. The proposed work is to recommend stores and items in new locations by considering the rating of
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