An user profile mining framework For enhancing performance and Preserving privacy

Abstract

The novel privacy preserving user profile mining approach mines newlineuser profile information for providing web recommendation to the user by newlineensuring the privacy of the stored data User profiles are mined for providing newlineease of access for the next visit of the same or other user User profiling is newlineperformed using bigdata techniques and privacy can be preserved using the newlinenovel privacy preserving user profile mining framework The Hadoop based newlineand nonHadoop based techniques are analyzed for effective usage of user newlineprofile mining newlineThe research work focuses on identification of user profiling newlineresearch framework and factual profile construction data preprocessing for newlineremoving immaterial and missing qualities unuseful error requests based on newlinestatus code and undesirable log passages grouping of individual user profiles newlinein view of user and session identification newline newline