Downloads: 113
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
Abstract: 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
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/get_abstract.php?paper_id=20132270, Volume 3 Issue 5, May 2014, 1735 - 1738
How to Share this Article?
Similar Articles with Keyword 'Text Mining'
Downloads: 1
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2205 - 2207A Survey of Generating Multi-Document Summarizations
Patil Ajita S., P. M. Mane
Downloads: 100
Review Papers, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015
Pages: 2461 - 2466A Review of Text Mining Techniques Associated with Various Application Areas
Dr. Shilpa Dang, Peerzada Hamid Ahmad
Similar Articles with Keyword 'Clustering approach'
Downloads: 104
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015
Pages: 3069 - 3074On the Utilization Aspect of Document Data for Mining the Side Information
N.S. Krishna Prasad, S. Dhana Sekaran
Downloads: 104
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 2327 - 2330A Survey Paper on Data Clustering using Incremental Affine Propagation
Pratap Shinde, Madhav Ingle
Similar Articles with Keyword 'Domain'
Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 8, August 2021
Pages: 1068 - 1070Predicting the Course Knowledge Level of Students using Data Mining Techniques
Thapaswini P S
Downloads: 2 | Monthly Hits: ⮙2
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 10, October 2021
Pages: 363 - 367Automated Medical Palmistry System based on Image Processing Techniques
Manohar Nelli V
Similar Articles with Keyword 'Data Mining'
Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 8, August 2021
Pages: 1068 - 1070Predicting the Course Knowledge Level of Students using Data Mining Techniques
Thapaswini P S
Downloads: 67 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 2, February 2021
Pages: 1669 - 1672Random Forest Based Heart Disease Prediction
Adeen, Preeti Sondhi
Similar Articles with Keyword 'Text Summarization'
Downloads: 1
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2205 - 2207A Survey of Generating Multi-Document Summarizations
Patil Ajita S., P. M. Mane
Downloads: 99
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2084 - 2088A Survey on Learning Crowdsourced User Preferences for Visual Summarization of Image Collections
Rupali Tanaji Waghmode, Nikita J. Kulkarni
Similar Articles with Keyword 'Text'
Downloads: 1
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014
Pages: 1789 - 1791The Survey Paper on Importance of Integration of Knowledge Management and Business Intelligence
Vina Lomte, Saloni Shah
Downloads: 1
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2205 - 2207A Survey of Generating Multi-Document Summarizations
Patil Ajita S., P. M. Mane
Similar Articles with Keyword 'Mining'
Downloads: 1
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2205 - 2207A Survey of Generating Multi-Document Summarizations
Patil Ajita S., P. M. Mane
Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 8, August 2021
Pages: 1068 - 1070Predicting the Course Knowledge Level of Students using Data Mining Techniques
Thapaswini P S
Similar Articles with Keyword 'Clustering'
Downloads: 1
Survey Paper, Computer Science & Engineering, India, Volume 10 Issue 5, May 2021
Pages: 948 - 951Survey on Various Image Segmentation Techniques
Babita Chauhan
Downloads: 1
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 9, September 2021
Pages: 649 - 652Image Segmentation using Biogeography based Optimization and its Comparison with K Means Clustering
Babita Chauhan, Preeti Sondhi
Similar Articles with Keyword 'approach'
Downloads: 523 | Weekly Hits: ⮙1 | Monthly Hits: ⮙3
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020
Pages: 1454 - 1458Heart Disease Prediction with Machine Learning Approaches
Megha Kamboj
Downloads: 87 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020
Pages: 1626 - 1628Image Noise Reduction with Autoencoder using Tensor Flow
Jai Sehgal, Dr Yojna Arora