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Searching has become an integral part in today's Internet bound era. Now-a-days, searching a video content from a large scale video set is difficult because the volume of video increases rapidly that too with the lack of proper tools to handle. Large video collections such as YouTube contains many different genres that searches through Tree-Based Concept and retrieves video result through filename that are subjective and noisy and in many cases not reflecting the accurate content. The overalldoi:10.9756/sijcsea/v1i1/01010159 fatcat:56gib7vgzzcvnins26rovciytm