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The present book deals with the study of "Search Mining Optimization for Balancing Exploration and Exploitation" which plays a very important role in today's global scenario. It consist of five chapters.introduction of the basic concepts of search mining ,background and its evolution , terminologies like-Knowledge Discovery & Extraction , Data Archaeology, Data Dredging, architecture, strategies & techniques which are required for search mining with real life applications. the query language used in search mining for the optimization of data. It prepares the readers to model the Data and accessed them in multiple dimensions by using search mining query language.