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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Published Paper Details:
Paper Title
News Classification Using Convolutional Neural Network (CNN).
Authors
Shaik Shah Ali Safwan, Ashish Pandey, Shaik Mohammad Tausif Jabbar
Keywords
NLP, CNN, News, LSTM, RNN, CUD toolkit, python, Deep Learning, Classification, Django.
Abstract
As Internet usage is growing dramatically, there are tons of web content getting generated every day on social media, websites, etc. Over 90% of the data that is generated is unstructured. To make them structured, like making them categorize, summarize, and make some conclusions, we must read the entire data, which is really huge. So, to overcome this problem, this paper proposes a new text classification method using Natural Language Processing (NLP) techniques and Deep Learning algorithms. It also has Deep Learning algorithms such as CNN and Transformers, and Transformers + CNN for classifying the news text. To check the performance of the classification, the model accuracy metric was used, and the best model was integrated
with the front end.
IJCRT's Publication Details
Unique Identification Number - IJCRT2312175
Paper ID - 247372
Page Number(s) - b506-b513
Pubished in - Volume 11 | Issue 12 | December 2023
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Shaik Shah Ali Safwan, Ashish Pandey, Shaik Mohammad Tausif Jabbar, "News Classification Using Convolutional Neural Network (CNN).", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.11, Issue 12, pp.b506-b513, December 2023, Available at :http://www.ijcrt.org/papers/IJCRT2312175.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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