Text Analytics on Un-structured Text Data using ANN
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064


Downloads: 128 | Views: 350 | Monthly Hits: ⮙1

Research Paper | Computer Science & Engineering | India | Volume 4 Issue 6, June 2015 | Popularity: 6.8 / 10


     

Text Analytics on Un-structured Text Data using ANN

Shiv Kumar Goel, Anil Kumar Bhandi


Abstract: 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



Make Sure to Disable the Pop-Up Blocker of Web Browser


Text copied to Clipboard!
Shiv Kumar Goel, Anil Kumar Bhandi, "Text Analytics on Un-structured Text Data using ANN", International Journal of Science and Research (IJSR), Volume 4 Issue 6, June 2015, pp. 2315-2319, https://www.ijsr.net/getabstract.php?paperid=SUB155799, DOI: https://www.doi.org/10.21275/SUB155799

Similar Articles

Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 11 Issue 6, June 2022

Pages: 672 - 675

Increasing the Trust Factor in Cognitive Radio Networks Driven by Software Defined Radio

Shashank Dhananjaya, Yuvaraju B N

Share this Article

Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 13 Issue 8, August 2024

Pages: 1348 - 1355

Autonomous Systems in Unstructured Environments: AI Approaches for Robust Operation

Mohammed Saleem Sultan, Mohammed Shahid Sultan

Share this Article

Downloads: 2 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 12 Issue 5, May 2023

Pages: 2206 - 2210

Training and Testing Autonomous Driving Software using Udacity Car Simulator

Attla Vamshi Krishna Reddy, Guda Varun Sai, Sarvesh Vishwakarma, Annam Mani Sai, Dantuluri Abhishek

Share this Article

Downloads: 2 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Review Papers, Computer Science & Engineering, India, Volume 13 Issue 2, February 2024

Pages: 128 - 131

Innovative Face Anti - Spoofing: DRL Strategies for Enhanced Security

N Narayanamma, Pydimani Lakshmi

Share this Article

Downloads: 2 | Weekly Hits: ⮙1 | Monthly Hits: ⮙2

Research Paper, Computer Science & Engineering, India, Volume 13 Issue 8, August 2024

Pages: 1118 - 1122

Enhancing Speech-to-Text Conversion with Convolutional Reinforcement Learning Algorithms

Pichika Ravikiran, Midhun Chakkaravarthy

Share this Article
Top