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Multimedia Information Retrieval is one of the most challenging and novel issues. Search for knowledge in the form of video is the main focus of this study. In recent years, there has been a tremendous need to query and process large amount of data that cannot be easily described such as video data. There is a mismatch between the low-level interpretation of video frames and the way users express...