IRO Journals

Journal of Artificial Intelligence and Capsule Networks

Sentiment Analysis of Nepali COVID19 Tweets Using NB, SVM AND LSTM
Volume-3 | Issue-3

Deniable Authentication Encryption for Privacy Protection using Blockchain
Volume-3 | Issue-3

Blockchain-Enabled Federated Learning on Kubernetes for Air Quality Prediction Applications
Volume-3 | Issue-3

Smart Fashion: A Review of AI Applications in Virtual Try-On & Fashion Synthesis
Volume-3 | Issue-4

Hybrid Parallel Image Processing Algorithm for Binary Images with Image Thinning Technique
Volume-3 | Issue-3

Smart Medical Nursing Care Unit based on Internet of Things for Emergency Healthcare
Volume-3 | Issue-4

QoS-aware Virtual Machine (VM) for Optimal Resource Utilization and Energy Conservation
Volume-3 | Issue-3

Probabilistic Neural Network based Managing Algorithm for Building Automation System
Volume-3 | Issue-4

Fusion based Feature Extraction Analysis of ECG Signal Interpretation - A Systematic Approach
Volume-3 | Issue-1

Multi-scale CNN Approach for Accurate Detection of Underwater Static Fish Image
Volume-3 | Issue-3

Real Time Anomaly Detection Techniques Using PySpark Frame Work
Volume-2 | Issue-1

Deniable Authentication Encryption for Privacy Protection using Blockchain
Volume-3 | Issue-3

Smart Fashion: A Review of AI Applications in Virtual Try-On & Fashion Synthesis
Volume-3 | Issue-4

Sentiment Analysis of Nepali COVID19 Tweets Using NB, SVM AND LSTM
Volume-3 | Issue-3

Audio Tagging Using CNN Based Audio Neural Networks for Massive Data Processing
Volume-3 | Issue-4

Frontiers of AI beyond 2030: Novel Perspectives
Volume-4 | Issue-4

Smart Medical Nursing Care Unit based on Internet of Things for Emergency Healthcare
Volume-3 | Issue-4

Early Stage Detection of Crack in Glasses by Hybrid CNN Transformation Approach
Volume-3 | Issue-4

ARTIFICIAL INTELLIGENCE APPLICATION IN SMART WAREHOUSING ENVIRONMENT FOR AUTOMATED LOGISTICS
Volume-1 | Issue-2

Deep Convolution Neural Network Model for Credit-Card Fraud Detection and Alert
Volume-3 | Issue-2

Home / Archives / Volume-5 / Issue-2 / Article-2

Volume - 5 | Issue - 2 | june 2023

A Performance Study of Applications of AI in Toxic Comments Classification
K. Pavithra  , Dr. S. Rathi
Pages: 96-109
Cite this article
Pavithra, K. & Rathi, D. S. (2023). A Performance Study of Applications of AI in Toxic Comments Classification. Journal of Artificial Intelligence and Capsule Networks, 5(2), 96-109. doi:10.36548/jaicn.2023.2.002
Published
23 May, 2023
Abstract

Social media websites and tweeting apps have seen a sharp rise in popularity in the recent years. One can express their opinions and sentiments about things, people, and events through these platforms. Arguments frequently start on social media platforms during discussions and debates and involve the usage of toxic comments, which are unpleasant, disrespectful, and hurtful statements. According to many, social networking sites must be able to identify these harmful comments. This research analyses several deep learning and machine learning methods like Convolutional Neural Network, Long Short -Term Memory, Support Vector Machine, Random Forest, and Naive Bayes for toxic comments classification along with the study that examines the effects of many word embedding methods including Word2Vector, Bag of Words, Global Vectors, Bidirectional Encoder Representations from Transformers, and Embeddings from Language Model on the classification of toxic comments and also the future scope of the research.

Keywords

Toxic Comments Machine Learning Deep Learning Word Embedding

Full Article PDF
×

Currently, subscription is the only source of revenue. The subscription resource covers the operating expenses such as web presence, online version, pre-press preparations, and staff wages.

To access the full PDF, please complete the payment process.

Subscription Details

Category Fee
Article Access Charge
For single article (Indian)
1,200 INR
Article Access Charge
For single article (non-Indian)
15 USD
Open Access Fee (Indian) 5,000 INR
Open Access Fee (non-Indian) 80 USD
Annual Subscription Fee
For 1 Journal (Indian)
15,000 INR
Annual Subscription Fee
For 1 Journal (non-Indian)
200 USD
secure PAY INR / USD
Subscription form: click here