File Clustering for Similar Dataset an Advance for Improving Computer Scrutiny

Abstract

The evolution of the insecurity problematics, the arrival of new threats (terrorism, cybercrime, etc.) and the development of new technologies are factors which dramatically increased the importance of intelligence in the process of management, analysis, and utilization of the growing volumes of available crime data. The design of specific intelligence processes and computational systems for crime analysis is related to the ”type” of intelligence that is considered. Current digital forensic text string search tools fail to group and/or order search hits in a manner that appreciably improves the investigator’s ability to get to the relevant hits first. Text string search results are extremely noisy, which results in inordinately high levels of information retrieval (IR) overhead and information overload.