ItemArticle

Censored Regressive Canonical Optimized Convolutional Deep Belief Classifier For Hate Speech Detection in Online Social Network

Title
Censored Regressive Canonical Optimized Convolutional Deep Belief Classifier For Hate Speech Detection in Online Social Network
Creator
Banu, I. Imthiyas; Thiyagarajan, Velumani; Arputharaj, Vijay J.; Thenmozhi, P.
Description
Social networking uses internet-based platforms to facilitate users to make connections with others and share various forms of content, including text, images, videos, and links. Social networking services are mainly used for non-social interpersonal communication. Many approaches have been developed for hate speech detection, but they still face significant challenges, particularly in classifying text into multiple labels accurately and in a timely manner. For accurate hate speech detection in social networks, a Censored Regressive Canonical Optimized Convolutional Deep Belief Classifier (CRCOCDBC) model is developed. The objective of the developed CRCOCDBC is to detect multi-class hate speech with minimal time and error rate. Comparative analysis shows improved performance in terms of minimum error and higher authentication accuracy and precision than other well-known methods. 2026 Seventh Sense Research Group.
Source
International Journal of Engineering Trends and Technology;Volume;74;Issue;2;pp.223-234
Date
01-01-2026
Publisher
Seventh Sense Research Group
Subject
Canonical Correlation; Deep Belief Networks and Convolutional Neural Networks; Hate Speech Detection; Krill Herd Algorithm
Coverage
Banu I.I., Department of Computer Science, Rathinam College of Arts and Science, Coimbatore, India; Thiyagarajan V., Department of Computer Science, Rathinam College of Arts and Science, Coimbatore, India; Arputharaj V.J., Department of Computer Science, Christ University, Bengaluru, India; Thenmozhi P., Department Of Computer Science, Nandha Arts And Science College (Autonomous), Erode, India
Rights
All Open Access; Bronze Open Access
Relation
ISSN: 23490918;
Format
online
Language
English
Type
Article

Citation

Banu, I. Imthiyas; Thiyagarajan, Velumani; Arputharaj, Vijay J.; Thenmozhi, P., “Censored Regressive Canonical Optimized Convolutional Deep Belief Classifier For Hate Speech Detection in Online Social Network,” CHRIST (Deemed To Be University) Institutional Repository, accessed June 21, 2026, https://archives.christuniversity.in/items/show/23259.

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