Cyberbullying Detection on Social Networks Using a Hybrid Deep Learning Architecture Based on Convolutional and Recurrent Models

被引:0
|
作者
Altayeva, Aigerim [1 ]
Abdrakhmanov, Rustam [2 ]
Toktarova, Aigerim [3 ]
Tolep, Abdimukhan [4 ]
机构
[1] International Information Technology University, Almaty, Kazakhstan
[2] International University of Tourism and Hospitality, Turkistan, Kazakhstan
[3] M. Auezov South Kazakhstan University, Shymkent, Kazakhstan
[4] Khoja Akhmet Yassawi International Kazakh-Turkish University, Turkistan, Kazakhstan
关键词
Convolutional neural network - Cyber bullying - Cyberbullying detection - Deep learning - Digital safety - Learning architectures - Sentiment analysis - Short term memory - Social media - Social media monitoring;
D O I
10.14569/IJACSA.2024.0151018
中图分类号
学科分类号
摘要
引用
收藏
页码:159 / 167
相关论文
共 50 条
  • [31] A Multichannel Deep Learning Framework for Cyberbullying Detection on Social Media
    Alotaibi, Munif
    Alotaibi, Bandar
    Razaque, Abdul
    [J]. ELECTRONICS, 2021, 10 (21)
  • [32] Learning Waveform-Based Acoustic Models Using Deep Variational Convolutional Neural Networks
    Oglic, Dino
    Cvetkovic, Zoran
    Sollich, Peter
    [J]. IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021, 29 : 2850 - 2863
  • [33] Spectrographic Seizure Detection Using Deep Learning With Convolutional Neural Networks
    Yan, Peter
    Wang, Fei
    Grinspan, Zachary
    [J]. NEUROLOGY, 2018, 90
  • [34] Pulmonary Tuberculosis Detection Using Deep Learning Convolutional Neural Networks
    Norval, Michael
    Wang, Zenghui
    Sun, Yanxia
    [J]. ICVIP 2019: PROCEEDINGS OF 2019 3RD INTERNATIONAL CONFERENCE ON VIDEO AND IMAGE PROCESSING, 2019, : 47 - 51
  • [35] Cyberbullying detection from tweets using deep learning
    Bharti, Shubham
    Yadav, Arun Kumar
    Kumar, Mohit
    Yadav, Divakar
    [J]. KYBERNETES, 2022, 51 (09) : 2695 - 2711
  • [36] A Review on Deep-Learning-Based Cyberbullying Detection
    Hasan, Md. Tarek
    Hossain, Md. Al Emran
    Mukta, Md. Saddam Hossain
    Akter, Arifa
    Ahmed, Mohiuddin
    Islam, Salekul
    [J]. FUTURE INTERNET, 2023, 15 (05)
  • [37] Cyberbullying detection solutions based on deep learning architectures
    Celestine Iwendi
    Gautam Srivastava
    Suleman Khan
    Praveen Kumar Reddy Maddikunta
    [J]. Multimedia Systems, 2023, 29 : 1839 - 1852
  • [38] Cyberbullying Detection: Hybrid Models Based on Machine Learning and Natural Language Processing Techniques
    Raj, Chahat
    Agarwal, Ayush
    Bharathy, Gnana
    Narayan, Bhuva
    Prasad, Mukesh
    [J]. ELECTRONICS, 2021, 10 (22)
  • [39] Developing a Hybrid Network Architecture for Deep Convolutional Neural Networks
    Sayan, H. Huseyin
    Tekgozoglu, O. Faruk
    Sonmez, Yusuf
    Turan, Bilal
    [J]. ARTIFICIAL INTELLIGENCE AND APPLIED MATHEMATICS IN ENGINEERING PROBLEMS, 2020, 43 : 750 - 757
  • [40] Using Fuzzy Fingerprints for Cyberbullying Detection in Social Networks
    Rosa, Hugo
    Carvalho, Joao P.
    Calado, Pavel
    Martins, Bruno
    Ribeiro, Ricardo
    Coheur, Luisa
    [J]. 2018 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2018,