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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 14 | Issue 3 | Month- March 2026
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Published Paper Details:
Paper Title
TWITTER HATE SPEECH DETECTION: A SYSTEMATIC REVIEW OF METHODS, TAXONOMY ANALYSIS, CHALLENGES, AND OPPORTUNITIES .
Authors
Juwairiyyah Nishaat, Dr. T Hanumantha Reddy
Keywords
Bi-LTSM, DFD, CNN, SVM, BERT, GRU, RF.
Abstract
The various social media platforms are used for easy access of information from the distinctive field that might constitute an offensive discussion. Therefore, existing studies are examined to reduce offensive harassment cases online. The spread of hate speech is growing with the ubiquity and anonymity through the means of social media for many years. Thus, the increase in demand showed an automated model for the detection of hate speech. This research work utilizes Bidirectional Long Short Term Memory
(Bi-LSTM) models for hate speech detection which helps the network to learn complex patterns in the data. The proposed Bi-LSTM learned the c complex patterns present in the network data and the activation
function made an end decision that should be fired out into the next neuron. The classification results showed that the proposed Bi-LSTM classified the reviews as abusive or non-abusive speech.
IJCRT's Publication Details
Unique Identification Number - IJCRT2407721
Paper ID - 266318
Page Number(s) - g327-g331
Pubished in - Volume 12 | Issue 7 | July 2024
DOI (Digital Object Identifier) -
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Juwairiyyah Nishaat, Dr. T Hanumantha Reddy, "TWITTER HATE SPEECH DETECTION: A SYSTEMATIC REVIEW OF METHODS, TAXONOMY ANALYSIS, CHALLENGES, AND OPPORTUNITIES .", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.12, Issue 7, pp.g327-g331, July 2024, Available at :http://www.ijcrt.org/papers/IJCRT2407721.pdf
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Volume 14 | Issue 3
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Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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