Text Document Clustering Approach: A Brief Review of Literature
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

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

Text Document Clustering Approach: A Brief Review of Literature

Ruchika Mavis Daniel, Arun Kumar Shukla

Knowledge discovery is a process of discovering useful knowledge from a collection of data. This widely used data mining technique is a process that includes data preparation and selection; data cleansing; incorporating prior knowledge on data sets and interpreting accurate solutions from the observed results. Text mining is a sub domain of knowledge discovery from the text data. The presented study provides a broad way of understanding the text mining and their applications in different domain of real time applications. The text mining includes the process of text classification and text clustering. On the other hand; the cluster analysis is performed on the un-labelled and unstructured data. In this paper; I have presented a study of various research papers that explore the area of Text Clustering approaches in various genres.

Keywords: Text Mining, Clustering approach, Domain, Data Mining, Text Summarization

Edition: Volume 3 Issue 5, May 2014

Pages: 1735 - 1738

Share this Article

How to Cite this Article?

Ruchika Mavis Daniel, Arun Kumar Shukla, "Text Document Clustering Approach: A Brief Review of Literature", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=20132270, Volume 3 Issue 5, May 2014, 1735 - 1738

124 PDF Views | 94 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Text Mining'

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

Pages: 2205 - 2207

A Survey of Generating Multi-Document Summarizations

Patil Ajita S., P. M. Mane

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 747 - 749

A Survey of Friendbook Recommendation Services

Pankaj L. Pingate, S. M. Rokade

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015

Pages: 2461 - 2466

A Review of Text Mining Techniques Associated with Various Application Areas

Dr. Shilpa Dang, Peerzada Hamid Ahmad

Share this Article

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

Pages: 2222 - 2226

A Comparative Study on Text mining Techniques

Peerzada Hamid Ahmad, Dr. Shilpa Dang

Share this Article

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

Similar Articles with Keyword 'Clustering approach'

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

Pages: 3069 - 3074

On the Utilization Aspect of Document Data for Mining the Side Information

N.S. Krishna Prasad, S. Dhana Sekaran

Share this Article

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

Pages: 1571 - 1574

Energy Efficient Secure Routing using Clustering Approach in HWSN

Shani Verma, Maya Shelke

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014

Pages: 1326 - 1329

Community Detection in Complex Network

Shikha Vishnoi

Share this Article

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

Pages: 2037 - 2039

Traffic Detection Using Tweets on Twitter Social Network

Supriya Bhosale, Sucheta Kokate

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

Similar Articles with Keyword 'Domain'

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 9, September 2020

Pages: 759 - 761

Empirical Study of Fake Reviews Detection of Online Reviews from E-Commerce Website

Phani K. Cheruku, Atul Kumar

Share this Article

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

Pages: 2297 - 2299

Measuring and Comparing Semantic Structure of Ontology

Nirmitee N. Kurhekar, Prof. L. J. Sankpal

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 5 Issue 4, April 2016

Pages: 1936 - 1939

Ensuring Efficient Data Transmission in Wireless Sensor Networks in Secure Way

D. Hemalatha, R. Arunudaya

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 2 Issue 4, April 2013

Pages: 202 - 204

Detection & Selection of Skin and Skin like Background under Complex Background

Sangita Gudadhe, Priti Subramanium

Share this Article

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

Pages: 1579 - 1582

Data Hiding in H.264/AVC Video Encryption with XOR-ed User Information and Data in File Format

Neenu Shereef

Share this Article

Similar Articles with Keyword 'Data Mining'

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 2, February 2021

Pages: 1669 - 1672

Random Forest Based Heart Disease Prediction

Adeen, Preeti Sondhi

Share this Article

Research Paper, Computer Science & Engineering, Kenya, Volume 7 Issue 5, May 2018

Pages: 1409 - 1411

Students Performance Prediction Using FP-Tree Data Mining Techniques

Eliakim Ombati Akama

Share this Article

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

Pages: 1165 - 1168

Privacy Preserving Closed Frequent Pattern Mining

Anju Vijayan

Share this Article

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

Pages: 1227 - 1231

An Efficient Clustering Based High Utility Infrequent Weighted Item Set Mining Approach

Dr. N. Umadevi, A. Gokila Devi

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014

Pages: 1757 - 1758

A Review of Privacy Clustered Mining of Association Rules in Distributed Databases

Vanita Babane, Shital K.Somawar

Share this Article

Similar Articles with Keyword 'Text Summarization'

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

Pages: 2205 - 2207

A Survey of Generating Multi-Document Summarizations

Patil Ajita S., P. M. Mane

Share this Article

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

Pages: 2084 - 2088

A Survey on Learning Crowdsourced User Preferences for Visual Summarization of Image Collections

Rupali Tanaji Waghmode, Nikita J. Kulkarni

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 10, October 2015

Pages: 1885 - 1888

Document Annotation with Caption Generating

Jisha James, Meenu Varghese

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 11, November 2016

Pages: 1304 - 1307

A Survey Paper on Mining Keywords Using Text Summarization Extraction System for Summary Generation over Multiple Documents

Parmar Paresh B., Ketan Patel

Share this Article
Top