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Mining and Investigation of Criminal Records from Digital Devices

Author(s):

Mohammad Azmat Javed , G.H.RAISONI COLLEGE OF ENGINEERING; Siddhant Jaiswal , G.H.RAISONI COLLEGE OF ENGINEERING

Keywords:

Document Clustering, Text Mining, Forensic Analysis, Digital Devices

Abstract

This paper presents the methods of document clustering for forensic investigation purpose. Lots of the data present in those files consists of irregular text and there is a necessity to make those texts structured. The analysis of irregular texts is difficult to be performed by computer examiners. For that there is a need of automated methods of analysis. Document clustering can be used for forensic analysis of digital devices in police investigations. Document clustering is very useful in digital investigation. The clusters of either relevant or irrelevant documents can facilitate computer examiners to efficiently focus on the most relevant documents instead of inspecting all of them. Adaptive bisecting k-means algorithm is proposed to cluster the document.

Other Details

Paper ID: IJSRDV3I2606
Published in: Volume : 3, Issue : 2
Publication Date: 01/05/2015
Page(s): 937-938

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