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Crime Analysis using Open Source Information

Authors :
Azhar Ali Shah
Imdad Ali Ismaili
Nasrullah Memon
Saad Nizamani
Sarwat Nizamani
Sehrish Basir Nizamani
Source :
The Lens, Web of Science, Nizamani, S, Memon, N, Shah, A A, Nizamani, S, Nizamani, S & Nizamani, I A 2015, ' Crime analysis using open source information ', Sindh University Research Journal (Science Series), vol. 47, no. 4, pp. 677-682 . < http://sujo.usindh.edu.pk/index.php/SURJ/article/view/1706 >
Publication Year :
2019
Publisher :
arXiv, 2019.

Abstract

In this paper, we present a method of crime analysis from open source information. We employed un-supervised methods of data mining to explore the facts regarding the crimes of an area of interest. The analysis is based on well known clustering and association techniques. The results show that the proposed method of crime analysis is efficient and gives a broad picture of the crimes of an area to analyst without much effort. The analysis is evaluated using manual approach, which reveals that the results produced by the proposed approach are comparable to the manual analysis, while a great amount of time is saved.

Details

Database :
OpenAIRE
Journal :
The Lens, Web of Science, Nizamani, S, Memon, N, Shah, A A, Nizamani, S, Nizamani, S &amp; Nizamani, I A 2015, &#39; Crime analysis using open source information &#39;, Sindh University Research Journal (Science Series), vol. 47, no. 4, pp. 677-682 . < http://sujo.usindh.edu.pk/index.php/SURJ/article/view/1706 >
Accession number :
edsair.doi.dedup.....61b17540b8a9e7bbda8c2721823206b3
Full Text :
https://doi.org/10.48550/arxiv.1902.05684