Document Clustering Approach for Forensic Analysis: A Survey
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Survey Paper | Computer Science & Engineering | India | Volume 3 Issue 12, December 2014

Document Clustering Approach for Forensic Analysis: A Survey

Prachi K. Khairkar, D. A. Phalke

Digital world is consist of a huge volume of data. In forensic analysis, large amount of data is examined. So its a difficult task for computer examiner to do such analysis in quick period of time. Thats why to do the forensic analysis of documents within short period of time requires special approach such as Document Clustering. This paper reviews different existing Document clustering methods for example, K-means, K medoids, Single Link, Complete Link and Average Link in accordance with computer forensic analysis. In this paper we also give comparative study of different computer forensic analysis techniques and we propose enhance clustering algorithm which will improve accuracy of clustering to finding relevant documents from huge amount of data and speeds up computer examination process.

Keywords: Document clustering, Forensic analysis, Text clustering, Clustering algorithms, Outlier Detection

Edition: Volume 3 Issue 12, December 2014

Pages: 1787 - 1791

Share this Article

How to Cite this Article?

Prachi K. Khairkar, D. A. Phalke, "Document Clustering Approach for Forensic Analysis: A Survey", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SUB14799, Volume 3 Issue 12, December 2014, 1787 - 1791

130 PDF Views | 79 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Document clustering'

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 1787 - 1791

Document Clustering Approach for Forensic Analysis: A Survey

Prachi K. Khairkar, D. A. Phalke

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014

Pages: 1735 - 1738

Text Document Clustering Approach: A Brief Review of Literature

Ruchika Mavis Daniel, Arun Kumar Shukla

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 2114 - 2117

Enhanced Document Clustering for Forensic Analysis

Rahul D. Kopulwar, Fazeel Irshad Zama

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014

Pages: 2218 - 2220

A Review of Modern Document Clustering Algorithm

Priti B. Kudal, Prof. Manisha Naoghare

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 8, August 2014

Pages: 786 - 790

Study of Text Mining Using Hybrid Agglomerative Clustering With ACO Algorithms

Manpreet Kaur, Sukhpreet Kaur

Share this Article

Similar Articles with Keyword 'Forensic analysis'

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 1787 - 1791

Document Clustering Approach for Forensic Analysis: A Survey

Prachi K. Khairkar, D. A. Phalke

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 2114 - 2117

Enhanced Document Clustering for Forensic Analysis

Rahul D. Kopulwar, Fazeel Irshad Zama

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2321 - 2323

A Survey of Forensic Analysis on Document Clustering

Nikhil Nagnath Boriwale, Satish.R.Todmal

Share this Article

h, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 540 - 542

Survey on Forensic Document Clustering Using High Performance Clustering Algorithm

Asmita V. Mane, Gitangali. R. Shinde

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015

Pages: 926 - 929

Image Recapture Discovery Algorithms: A Survey

Pradnya Sanas, Poonam Gupta

Share this Article

Similar Articles with Keyword 'Text clustering'

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2366 - 2368

A Survey on Effective Quality Enhancement of Text Clustering & Classification Using METADATA

Padmaja Shivane, Rakesh Rajani

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 1787 - 1791

Document Clustering Approach for Forensic Analysis: A Survey

Prachi K. Khairkar, D. A. Phalke

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014

Pages: 1735 - 1738

Text Document Clustering Approach: A Brief Review of Literature

Ruchika Mavis Daniel, Arun Kumar Shukla

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015

Pages: 1420 - 1423

Text Clustering With Using Side Information

Shubhangi V. Airekar, Dhanshree S. Kulkurni

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 7, July 2016

Pages: 1240 - 1244

Implementing K-Means Clustering Algorithm Using MapReduce Paradigm

Botcha Chandrasekhara Rao, Medara Rambabu

Share this Article

Similar Articles with Keyword 'Clustering algorithms'

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014

Pages: 2253 - 2256

Survey on Hubness - Based Clustering Algorithms

Nikita Dhamal, Antara Bhatttacharya

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016

Pages: 1440 - 1443

Automated Annotation System (AAS) Based on Probabilistic Clustering Algorithms

Silja Joy, Nisha J R

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 3, March 2014

Pages: 820 - 824

Clustering Medical Data Using Subspace and Parallel Approximation Algorithm

B. Thenmozhi, P. Shanthi

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1634 - 1638

Performance Comparison of Hard and Fuzzy Clustering Algorithms on ESTs of Human Genes

Abhilasha Chaudhuri, Asha Ambhaikar

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 1787 - 1791

Document Clustering Approach for Forensic Analysis: A Survey

Prachi K. Khairkar, D. A. Phalke

Share this Article

Similar Articles with Keyword 'Outlier Detection'

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 8, August 2015

Pages: 2016 - 2019

A Survey on Outlier Detection Methods

Rajani S Kadam, Prakash R Devale

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1850 - 1856

A Review on Detection of Outliers Over High Dimensional Streaming Data Using Cluster Based Hybrid Approach

Abhishek B. Mankar, Namrata Ghuse

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 1787 - 1791

Document Clustering Approach for Forensic Analysis: A Survey

Prachi K. Khairkar, D. A. Phalke

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016

Pages: 1207 - 1210

Out Lier Detection and Clustering Analysis in Data Stream Classification

Neethu S, Sajni Nirmal

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 3 Issue 9, September 2014

Pages: 1285 - 1288

Online Anomaly Detection under Over-sampling PCA

Y Srilakshmi, D Ratna Kishore

Share this Article
Top