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A Deep Learning Framework for Arabic Cyberbullying Detection in Social Networks: 《Computers, Materials & Continua》2025年第5期3113-3134,共22页Yahya Tashtoush Areen Banysalim Majdi Maabreh Shorouq Al-Eidi Ola Karajeh Plamen Zahariev; financed by the European Union-NextGenerationEU,through the National Recowery and Resilience Plan of the Republic of Bulgaria,Project No.BG-RRP-2.013-0001-C01.; Social media has emerged as one of the most transformative developments on the internet,revolu-tionizing the way people communicate and interact.However,alongside its benefits,social media has also given rise to signi...; 关键词：Arabic text lassification arabic text mining cyberbullying detection neural networks deep learning CNN LSTM YOUTUBE Bi-LSTM

Leveraging Transformers for Detection of Arabic Cyberbullying on Social Media: Hybrid Arabic Transformers: 《Computers, Materials & Continua》2025年第5期3165-3185,共21页Amjad A.Alsuwaylimi Zaid S.Alenezi; funded by the Deanship of Scientific Research at Northern Border University,Arar,Saudi Arabia,through the project number“NBU-FFR-2025-1197-01”.; Cyberbullying is a remarkable issue in the Arabic-speaking world,affecting children,organizations,and businesses.Various efforts have been made to combat this problem through proposed models using machine learning(ML)...; 关键词：CYBERBULLYING TRANSFORMERS pre-trained models arabic cyberbullying detection deep learning

Social Media and Mental Health: A Negative Psychiatric Impact on Teenagers: 《Open Journal of Psychiatry》2025年第1期35-42,共8页Betty Jiang; Social media, especially among the youth, is growing exponentially in our world today as more people gain access to the internet. However, the sharp increase in social media usage has led to concerns about mental heal...; 关键词：Problematic Social Media Use (PSMU) CYBERBULLYING ANXIETY Sleep Debt

Machine Learning for Identifying Harmful Online Behavior: A Cyberbullying Overview: 《Journal of Computer and Communications》2025年第1期26-40,共15页Rikin Shrestha Rushit Dave; In this modern era, platforms for digital/social media and video games are growing daily. People are becoming dependent on them from all ages and with many positive aspects, but there are drawbacks as well, one of whi...; 关键词：Cyberbullying Detection Natural Language Processing (NLP) Text Classification Online Safety Multilingual Detection Systems

Enhancing Arabic Cyberbullying Detection with End-to-End Transformer Model: 《Computer Modeling in Engineering & Sciences》2024年第11期1651-1671,共21页Mohamed A.Mahdi Suliman Mohamed Fati Mohamed A.G.Hazber Shahanawaj Ahamad Sawsan A.Saad; funded by Scientific Research Deanship at University of Ha’il-Saudi Arabia through Project Number RG-23092。; Cyberbullying,a critical concern for digital safety,necessitates effective linguistic analysis tools that can navigate the complexities of language use in online spaces.To tackle this challenge,our study introduces a ...; 关键词：CYBERBULLYING offensive detection Bidirectional Encoder Representations from the Transformers(BERT) continuous bag of words Social Media natural language processing

Cyberbullying Sexism Harassment Identification by Metaheurustics-Tuned eXtreme Gradient Boosting: 《Computers, Materials & Continua》2024年第9期4997-5027,共31页Milos Dobrojevic Luka Jovanovic Lepa Babic Miroslav Cajic Tamara Zivkovic Miodrag Zivkovic Suresh Muthusamy Milos Antonijevic Nebojsa Bacanin; supported by the Science Fund of the Republic of Serbia,Grant No.7373;Characterizing Crises-Caused Air Pollution Alternations Using an Artificial Intelligence-Based Framework-crAIRsis and Grant No.7502;Intelligent Multi-Agent Control and Optimization applied to Green Buildings and Environmental Monitoring Drone Swarms-ECOSwarm.; Cyberbullying is a form of harassment or bullying that takes place online or through digital devices like smartphones,computers,or tablets.It can occur through various channels,such as social media,text messages,onlin...; 关键词：Coyote optimization algorithm NLP TF-IDF BERT XGBoost online harassment and cyberbullying metaheuristics

基于SHAP解释工具的网络欺凌文本检测模型研究: 《中国人民公安大学学报(自然科学版)》2024年第3期59-69,共11页刘冬刘瑞丽翁海光; 上海公安学院科研项目(23xkx53); 针对如何快速识别社交网络平台文本内容是否为欺凌文本的问题,提出了一种基于RoBERTa-BiGRU的网络欺凌文本检测模型。该模型首先使用预训练RoBERTa抽取文本的语义特征,并使用BiGRU进行特征综合提炼;然后将RoBERTa-BiGRU分类模型在网络...; 关键词：CYBERBULLYING SHAP RoBERTa BiGRU 文本检测

Perception,use of social media,and its impact on the mental health of Indian adolescents:A qualitative study: 《World Journal of Clinical Pediatrics》2024年第3期61-68,共8页Vishnu V Taddi Ravshish K Kohli Pooja Puri; BACKGROUND Mental illness is a health challenge faced by adolescents that has grown worse after the Coronavirus disease 2019 pandemic.Research on social media and young people’s mental health has recently increased,a...; 关键词：Adolescents ANXIETY CYBERBULLYING DEPRESSION Mental health Social media

AMachine Learning Approach to Cyberbullying Detection in Arabic Tweets: 《Computers, Materials & Continua》2024年第7期1033-1054,共22页Dhiaa Musleh Atta Rahman Mohammed Abbas Alkherallah Menhal Kamel Al-Bohassan Mustafa Mohammed Alawami Hayder Ali Alsebaa Jawad Ali Alnemer Ghazi Fayez Al-Mutairi May Issa Aldossary Dalal A.Aldowaihi Fahd Alhaidari; With the rapid growth of internet usage,a new situation has been created that enables practicing bullying.Cyberbullying has increased over the past decade,and it has the same adverse effects as face-to-face bullying,l...; 关键词：Supervised machine learning ensemble learning CYBERBULLYING Arabic tweets NLP

The Relationship between Internet Addiction and Cyberbullying Perpetration: A Moderated Mediation Model of Moral Disengagement and Internet Literacy: 《International Journal of Mental Health Promotion》2023年第12期1303-1311,共9页Wan Xiao Miaoting Cheng; supported by the Social Sciences Research Funding of Jiangsu Province(Grant No.19JYC002);Humanities and Social Sciences Research Funding of Minister of Education in China(Grant No.20YJC880104);Postdoctoral Research Funding of Jiangsu Province(Grant No.2021K460C);Shenzhen Education Science Planning Project(Grant No.zdzz22008).; Internet addiction and cyberbullying have emerged as signiﬁcant global mental health concerns in recent years.Although previous studies have shown a close association between Internet addiction and cyberbullying,the u...; 关键词：Internet addiction CYBERBULLYING cyberbullying perpetration moral disengagement internet literacy

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