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This proposed work aims to show the importance of personalized web search with improved privacy protection. To protect user profile based on Personalized Web Search (PWS), we need to consider few major issues during web site search processing. It is possible to improve efficient search based method with the personalized usage method of the accessing new user profile and prevent the privacy contents, which exists in the user profile method to adopt the risk privacy under control. User privacy can be safe without compromising the web search if personalized search quality. User Profile Search Engine (UPSE) is typically offline with all queries received from a same user. This article provides an inexpensive method for the user clientto conform whether to personalize a web search query in UPSE. This can avoid the unnecessary experience of the profile. Expected results can be evident that UPSE can achieve better quality based search results. So this proposed method is more applicable for personalized web portal.

Keywords

Greedy Algorithms, Personalized Web Search, Privacy Preserving Personalized, User Profile Search Engine
User