Text classification using artificial neural networks
-
2017-12-21 https://doi.org/10.14419/ijet.v7i1.1.10785 -
. -
Abstract
Text Categorization is the process of classifying the text or documents into its corresponding categories which are defined previously. As the text or data is increasing enormously now-a-days it’s not possible to classify all the text documents manually hence its necessary to use some techniques or methods to classify the text automatically. In this paper we are using the ANN technique to classify the text, the purpose of choosing it, its advantages and its process is described in the further sections.
-
References
[1] Fouzi Harrag1 , Eyas Al-Qawasmah2 “Improving Arabic text categorization using Neural network with SVD ,Journal of digital information management, 2010.
[2] Siwei Lai, Liheng Xu, Kang Liu, Jun Zhao ,Recurrent convolution neural networks for text classification†in: proceedings of twenty ninth AAAI conference on artificial intelligence,2015.
[3] Jaromir Veber ,Classifying plain source files using neural network†in: Journal of systems integration, 2010.
[4] Mark HUGHESa , Irene L, Spyros KOTOULASa and Toyotaro SUZUMURAb, Medical Text Classification using Convolutional Neural Networks,2015.
[5] Saravanan K and S. Sasisthra Review On Classification Based On Artificial Neural Networksâ€, in: International Journal of Ambient Systems and Applications (IJASA) Vol.2, No.4, December 2014.
[6] Chaitanya Naik, Vallari Kothari, Zankhana Rana, “Document Classification using Neural Networks Based on Wordsâ€, In: International Journal of Advanced Research in Computer Science,2015.
[7] Raghvan Gachli Online news text classification using Neural network and SVM,2015.
[8] Taeho Jo NTC (Neural Text Categorizer): Neural Network for Text Categorization,2015.
[9] Miguel E. Ruiz And Padmini Srinivasan Hierarchical Text Categorization Using Neural Networks , 2001.
[10] Rie Johnson, Tong Zhang “Deep Pyramid Convolutional Neural Networks for Text Categorization ,2012.
[11] Miguel . E ruiz and Padmini srinivasan Automatic text categorization using neural networks 2012.
[12] Anthony Rios, Ramakanth Kavuluru Convolutional Neural Networks for Biomedical Text Classification: Application in Indexing Biomedical Articles.
[13] Gertrud Jeschke and Mounia Lalmas Hierarchical Text Categorization based on Neural Networks and Dempster-Shafer Theory of Evidence,2013.
[14] Rahul Bansod, R. S. Mangrulkar, V. G. Bhujade Spam classification using artificial neural networks with weight measures, in: International journal of advanced computer technology (IJACT) 2012.
[15] Revathi N, Anjana Peter, S.J.K.Jagadeesh Kumar Web Text Classification Using Genetic Algorithm and a Dynamic Neural Network Model,International Journal of Advanced Research in Computer Engineering & Technology (IJARCET) , 2013.
[16] Upendra Singh, Saqib Hasan, Survey Paper on Document Classification and Classifiers, International Journal of Computer Science Trends and Technology (IJCST),2015.
[17] Stefan Wermter ,Neural Network Agents for Learning Semantic Text Classification.
[18] Gurmeet Kaur, Karan Bajaj News Classification using Neural Networks, 2016.
[19] Nerijus Remeikis, Ignas Skucas, Vida Melninkait E Text categorization using neural networks initialized with decisiontrees,2004
-
Downloads
-
How to Cite
Lakshmi Prasanna, P., & D.Rajeswara Rao, D. (2017). Text classification using artificial neural networks. International Journal of Engineering & Technology, 7(1.1), 603-606. https://doi.org/10.14419/ijet.v7i1.1.10785Received date: 2018-03-29
Accepted date: 2018-03-29
Published date: 2017-12-21