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TopIn Web mining (Jiang, Pei, & Li, 2013) the miner tries to benefit from the data created through the sessions of surfing the Web or behavior of this surfing. Although Web content and structure mining use real and primary data on the Web. Web usage mining extracts also from the secondary data originated as a result of the user interactions during Web sessions. Information in Web usage covers data from server access logs, proxy server logs, browser logs, to user profiles, registration data, user sessions or transactions, cookies, user queries, bookmark data, mouse clicks and scrolls, and any other data as the results of interactions (Umagandhi & Kumar, 2013).
Intelligent Web mining supported by semantic based search leads to a useful pattern for better search process (Bollegala, Matsuo, & Ishizuka, 2011). This area of research addresses the optimization of the structure and the connection of the Web sites (Yang, Sun, Tang, Ma, & Li, 2015).