Text Analytics on Un-structured Text Data using ANN
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

Research Paper | Computer Science & Engineering | India | Volume 4 Issue 6, June 2015

Text Analytics on Un-structured Text Data using ANN

Shiv Kumar Goel, Anil Kumar Bhandi

In todays world of fast growing technology the emerging word Big Data has acquired the attention of major organizations for their business. Most of the data is in unstructured format, interpreting such complex and informal data to take decision is an emerging challenge. The proposed paper is about extracting the useful data and to overcome the major issues in text-usually human errors. There are various human errors and colloquial which reduce the quality of text thus makes the text complex to analyse and weakening the decision making tool. The set of patterns and rules to search the data is limited and restricted whereas the errors made manually can be corrected by methodologies of soft computing especially Artificial Neural network (ANN). The proposed system takes the un-structured text data and using the Natural language processing rectifies the error and corrects it to get the maximum quality in text. The Analytical tools process the text to get the complete report and help in decision making. The neural network plays an important role by learning the errors and developing a training data for the future analysis on new unstructured text.

Keywords: Artificial neural network ANN, supervised learning, unsupervised learning, natural language processing NLP, HADOOP, Big data, Text mining Online transaction processing OLTP, Reinforcement learning, SEO, search engine

Edition: Volume 4 Issue 6, June 2015

Pages: 2315 - 2319

Share this Article

How to Cite this Article?

Shiv Kumar Goel, Anil Kumar Bhandi, "Text Analytics on Un-structured Text Data using ANN", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SUB155799, Volume 4 Issue 6, June 2015, 2315 - 2319

122 PDF Views | 94 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Artificial neural network ANN'

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

Pages: 2681 - 2688

A Proposed Framework Using Neural Network in Web Mining for Improving the Performance of E-Learning System

Dar Masroof Amin, Atul Garg

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 4, April 2014

Pages: 609 - 612

Review on Data Mining using Neural Network

Rasika Ashokrao Dugane, A. B. Raut

Share this Article

Research Paper, Computer Science & Engineering, Iraq, Volume 6 Issue 9, September 2017

Pages: 1537 - 1547

The Use of Run Length and Contrast Features with Neural Network for Texture Recognition

Suhair H. S. Al-Kilidar, Loay E. George

Share this Article

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

Pages: 2315 - 2319

Text Analytics on Un-structured Text Data using ANN

Shiv Kumar Goel, Anil Kumar Bhandi

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 8, August 2017

Pages: 2050 - 2055

Genetic Optimization of Pattern Classification Using Heart Disease Data

Kamini Viswakarma, Satish Dehariya

Share this Article

Similar Articles with Keyword 'supervised learning'

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

Pages: 1191 - 1194

Web Data Extraction by Using Trinity

Sayali Khodade, Nilav Mukharjee

Share this Article

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

Pages: 2302 - 2306

VILEEAR: Detection of Drive by Download attack on Malicious Web Pages

Chirag R. Desai, Dr. Narendra M. Shekokar

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 898 - 900

A Review on Pattern Classification Using Multilevel and Other Fuzzy Min Max Neural Network Classifier

Rakesh K. Jambhulkar

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 10, October 2016

Pages: 1982 - 1986

Enhanced Robust and Reversible Watermarking for Supervised Learning Data

Madhuri V. Gaikwad, Prof. R. A. Kudale

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015

Pages: 2102 - 2105

Novel Web Data Extraction Using Template Extraction and Filtering Non Information

Jaishree G Waghmare, Vikas B Maral

Share this Article

Similar Articles with Keyword 'unsupervised learning'

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

Pages: 1191 - 1194

Web Data Extraction by Using Trinity

Sayali Khodade, Nilav Mukharjee

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015

Pages: 2102 - 2105

Novel Web Data Extraction Using Template Extraction and Filtering Non Information

Jaishree G Waghmare, Vikas B Maral

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 6 Issue 2, February 2017

Pages: 1328 - 1334

Survey on Soft Computing Approaches for Human Activity Recognition

Manisha V. Kharat, K. H. Walse, Dr. R. V. Dharaskar

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 1138 - 1140

Survey of Different Clustering Algorithms in Data Mining

Subodh Shrivastava, Brajesh Patel

Share this Article

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

Pages: 246 - 251

A Survey on Data Clustering Algorithms based on Fuzzy Techniques

L. Divya Sivanandini, M. Mohan Raj

Share this Article

Similar Articles with Keyword 'natural language processing NLP'

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 1, January 2015

Pages: 1928 - 1932

Sentiment Analysis and Challenges Involved: A Survey

Archana Sonagi, Deipali Gore

Share this Article

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

Pages: 2315 - 2319

Text Analytics on Un-structured Text Data using ANN

Shiv Kumar Goel, Anil Kumar Bhandi

Share this Article

Similar Articles with Keyword 'HADOOP'

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015

Pages: 1096 - 1101

Parallel Data Shuffling for Hadoop Acceleration with Network Levitated Merge and RDMA for Interconnectivity

Kishorkumar Shinde, Venkatesan N.

Share this Article

Dissertation Chapters, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015

Pages: 1721 - 1725

Secured Load Rebalancing for Distributed Files System in Cloud

Jayesh D. Kamble, Y. B. Gurav

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 1, January 2016

Pages: 1967 - 1970

Survey on Recommender System using Distributed Framework

Sonali B. Ghodake, R. S. Paswan

Share this Article

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

Pages: 1661 - 1667

Performance Enhancement of MapReduce Framework in Big Data Application Using Load Balancing with Cache

Sushant Shirish Nagavkar, Ashishkumar

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016

Pages: 2219 - 2223

Performance Analysis for Optimizing Hadoop MapReduce Execution

Samiksha Misal, P. S Desai

Share this Article

Similar Articles with Keyword 'Big data'

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 1164 - 1169

A Survey on Scalable Big Data Analytics Platform

Ravindra Phule, Madhav Ingle

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 10, October 2016

Pages: 1345 - 1350

Security Methods for Privacy Preserving and Data Sharing Over Cloud Computing and Big Data Frameworks

Kapilesh S. Swami, Dr. P Sai Kiran

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 1, January 2017

Pages: 1363 - 1366

Internet of Things & Creation of the Fifth V of Big Data

Shaurya Shekhar

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 9, September 2015

Pages: 1598 - 1602

Information Acquisition Utilizing Parallel Rough Set and MapReduce from Big Information

Sachin Jadhav, Shubhangi Suryawanshi

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 1, January 2016

Pages: 1967 - 1970

Survey on Recommender System using Distributed Framework

Sonali B. Ghodake, R. S. Paswan

Share this Article

Similar Articles with Keyword 'Reinforcement learning'

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 2365 - 2368

Adaptive Reinforcement Learning Method for Sequential Decision Task: A Review

Pramod Patil, Ankur Verma

Share this Article

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

Pages: 2315 - 2319

Text Analytics on Un-structured Text Data using ANN

Shiv Kumar Goel, Anil Kumar Bhandi

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 9 Issue 4, April 2020

Pages: 545 - 548

Traffic Signal Timing Control Based on Vehicle Detection

Prachiti Limaye, Harshada Wani, Payal Chaudhari, Janaki Naik, Siddhivinayak Kulkarni

Share this Article

Similar Articles with Keyword 'SEO'

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 10, October 2016

Pages: 1554 - 1557

Paid and Non-Paid Marketing Strategies for Search Engine Optimization

Elton D'souza; Gursheen Grewal; Divya Unnikrishnan; Neelam Phadnis

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 6, June 2020

Pages: 1151 - 1153

Search Engine Optimization (SEO) Techniques

Kanika Arora

Share this Article

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

Pages: 2315 - 2319

Text Analytics on Un-structured Text Data using ANN

Shiv Kumar Goel, Anil Kumar Bhandi

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 2, February 2014

Pages: 425 - 430

Search Engine Optimization to Increase Website Visibility

Vignesh. J, Deepa. V

Share this Article

Similar Articles with Keyword 'search engine'

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 10, October 2016

Pages: 1554 - 1557

Paid and Non-Paid Marketing Strategies for Search Engine Optimization

Elton D'souza; Gursheen Grewal; Divya Unnikrishnan; Neelam Phadnis

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 3021 - 3028

Smart Type-Ahead Search in XML

Supriya. N. Chaudhari, Vaishali M. Deshmukh

Share this Article

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

Pages: 1506 - 1508

Extract Entities with Iknoweb Framework

Utkarsha Daradmare, Bhushan Ugale

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 7, July 2014

Pages: 1578 - 1583

Learning to Cluster Feedback Session for Identification of User Search Objective

Manjiri M. Kokate, Poonam D. Lambhate

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 2623 - 2626

A Novel Image Searching/Retrieving Approach using Sample Image and Text

Apurva S. Gomashe, R. R. Keole

Share this Article
Top