intelligent Web agents helping users search Web information efficiently and make good decisions effectively. They are related to each other because Smart Advisor uses Search Optimizer as one component. Search Optimizer is a match maker between a user profile and search objectives, which can narrow down the search using a small number of screens of user input and well-defined categories. A new clustering algorithm for personal searches, group searches (peer groups), and all users searches is designed. In addition, this platform maintains member bookmarks with the ability for members to highlight some very frequently used bookmarks. The user has the ability to refine existing views or new searches to the extent possible and to bookmark the current search at any time. The search optimizer has been designed to allow flexibility and futur
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