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  • Open Access

    ARTICLE

    Parental psychological control and cyberbullying in vocational college students: The role of the moral disengagement and the dual system of self-control

    Huaibin Jiang1,#, Huihang Qin2,#, Lei Ren3,4, Feifei Xu5, Lin Shao5, Yaning Guo6, Xinyi Wei7, Qingyi Wang5,*

    Journal of Psychology in Africa, Vol.35, No.3, pp. 355-360, 2025, DOI:10.32604/jpa.2025.067170 - 31 July 2025

    Abstract This study examined the role of moral disengagement dual system of self-control in the relationship between parental psychological control and cyberbullying. Participants were involved 802 vocational college students (46.01% females; M = 18.11, SD = 1.23). They completed measures on parental psychological control, moral disengagement, dual system of self-control (impulse and control system), and cyberbullying. The results from mediation-moderation analysis indicated that parental psychological control directly predicts higher cyberbullying. Specifically, moral disengagement partially mediated this relationship, as higher parental psychological control increases moral disengagement, which in turn elevates the risk of cyberbullying. Furthermore, parental psychological More >

  • Open Access

    ARTICLE

    The Influence of Leisure-Time Physical Activity and Peer Relationships on Cyberbullying among Adolescents: A One-Year Longitudinal Investigation

    Jingtao Wu1, Yanhong Shao2, Wanli Zang3, Jun Hu1,*

    International Journal of Mental Health Promotion, Vol.27, No.5, pp. 717-735, 2025, DOI:10.32604/ijmhp.2025.061576 - 05 June 2025

    Abstract Background: With the rapid growth of internet usage, adolescent cyberbullying has become a pressing issue. This study examines the longitudinal impact of leisure-time physical activity and peer relationships on cyberbullying over a one-year period, drawing on the Stage-Environment Fit Theory and the Interpersonal Relationship Theory. Methods: A three-wave longitudinal study was conducted over one year, involving 896 middle school students from five schools in Sichuan, Jiangsu, and Guangdong, China, selected to ensure regional diversity. Participants were recruited using stratified random sampling, and data were collected at four-month intervals. Leisure-time physical activity, peer relationships, and cyberbullying… More >

  • Open Access

    ARTICLE

    Enhancing Multi-Class Cyberbullying Classification with Hybrid Feature Extraction and Transformer-Based Models

    Suliman Mohamed Fati1,*, Mohammed A. Mahdi2, Mohamed A.G. Hazber2, Shahanawaj Ahamad3, Sawsan A. Saad4, Mohammed Gamal Ragab5, Mohammed Al-Shalabi2

    CMES-Computer Modeling in Engineering & Sciences, Vol.143, No.2, pp. 2109-2131, 2025, DOI:10.32604/cmes.2025.063092 - 30 May 2025

    Abstract Cyberbullying on social media poses significant psychological risks, yet most detection systems oversimplify the task by focusing on binary classification, ignoring nuanced categories like passive-aggressive remarks or indirect slurs. To address this gap, we propose a hybrid framework combining Term Frequency-Inverse Document Frequency (TF-IDF), word-to-vector (Word2Vec), and Bidirectional Encoder Representations from Transformers (BERT) based models for multi-class cyberbullying detection. Our approach integrates TF-IDF for lexical specificity and Word2Vec for semantic relationships, fused with BERT’s contextual embeddings to capture syntactic and semantic complexities. We evaluate the framework on a publicly available dataset of 47,000 annotated social… More >

  • Open Access

    ARTICLE

    A Conceptual Framework for Cybersecurity Awareness

    Kagiso Komane1,*, Lucas Khoza2, Fani Radebe1

    Journal of Cyber Security, Vol.7, pp. 79-108, 2025, DOI:10.32604/jcs.2025.059712 - 20 May 2025

    Abstract Financial support, government support, cyber hygiene, and ongoing education and training as well as parental guidance and supervision are all essential components of cybersecurity awareness (CSA) identified in this study among the youth. It’s critical to realize that adequate funding is needed to effectively increase CSA, particularly among South African youth. Previous studies have demonstrated several ways to address inadequate CSA by utilizing various cybersecurity frameworks, ideas, and models. To increase CSA, this literature review seeks to emphasize the significance of integrating cybersecurity education throughout the entire school curriculum. This paper identified ethical issues, protection… More >

  • Open Access

    ARTICLE

    A Deep Learning Framework for Arabic Cyberbullying Detection in Social Networks

    Yahya Tashtoush1,*, Areen Banysalim1, Majdi Maabreh2, Shorouq Al-Eidi3, Ola Karajeh4, Plamen Zahariev5

    CMC-Computers, Materials & Continua, Vol.83, No.2, pp. 3113-3134, 2025, DOI:10.32604/cmc.2025.062724 - 16 April 2025

    Abstract Social media has emerged as one of the most transformative developments on the internet, revolutionizing the way people communicate and interact. However, alongside its benefits, social media has also given rise to significant challenges, one of the most pressing being cyberbullying. This issue has become a major concern in modern society, particularly due to its profound negative impacts on the mental health and well-being of its victims. In the Arab world, where social media usage is exceptionally high, cyberbullying has become increasingly prevalent, necessitating urgent attention. Early detection of harmful online behavior is critical to… More >

  • Open Access

    ARTICLE

    Leveraging Transformers for Detection of Arabic Cyberbullying on Social Media: Hybrid Arabic Transformers

    Amjad A. Alsuwaylimi1,*, Zaid S. Alenezi2

    CMC-Computers, Materials & Continua, Vol.83, No.2, pp. 3165-3185, 2025, DOI:10.32604/cmc.2025.061674 - 16 April 2025

    Abstract 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) and deep learning (DL) approaches utilizing natural language processing (NLP) methods and by proposing relevant datasets. However, most of these endeavors focused predominantly on the English language, leaving a substantial gap in addressing Arabic cyberbullying. Given the complexities of the Arabic language, transfer learning techniques and transformers present a promising approach to enhance the detection and classification of abusive content by leveraging large and pretrained… More >

  • Open Access

    ARTICLE

    Enhancing Arabic Cyberbullying Detection with End-to-End Transformer Model

    Mohamed A. Mahdi1, Suliman Mohamed Fati2,*, Mohamed A.G. Hazber1, Shahanawaj Ahamad3, Sawsan A. Saad4

    CMES-Computer Modeling in Engineering & Sciences, Vol.141, No.2, pp. 1651-1671, 2024, DOI:10.32604/cmes.2024.052291 - 27 September 2024

    Abstract 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 new approach employing Bidirectional Encoder Representations from the Transformers (BERT) base model (cased), originally pretrained in English. This model is uniquely adapted to recognize the intricate nuances of Arabic online communication, a key aspect often overlooked in conventional cyberbullying detection methods. Our model is an end-to-end solution that has been fine-tuned on a diverse dataset of Arabic social media (SM) tweets showing a notable… More >

  • Open Access

    ARTICLE

    Cyberbullying Sexism Harassment Identification by Metaheurustics-Tuned eXtreme Gradient Boosting

    Milos Dobrojevic1,4, Luka Jovanovic1, Lepa Babic3, Miroslav Cajic5, Tamara Zivkovic6, Miodrag Zivkovic2, Suresh Muthusamy7, Milos Antonijevic2, Nebojsa Bacanin2,4,8,9,*

    CMC-Computers, Materials & Continua, Vol.80, No.3, pp. 4997-5027, 2024, DOI:10.32604/cmc.2024.054459 - 12 September 2024

    Abstract 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, online forums, or gaming platforms. Cyberbullying involves using technology to intentionally harm, harass, or intimidate others and may take different forms, including exclusion, doxing, impersonation, harassment, and cyberstalking. Unfortunately, due to the rapid growth of malicious internet users, this social phenomenon is becoming more frequent, and there is a huge need to address this issue. Therefore, the main goal of the research… More >

  • Open Access

    ARTICLE

    A Machine Learning Approach to Cyberbullying Detection in Arabic Tweets

    Dhiaa Musleh1, Atta Rahman1,*, Mohammed Abbas Alkherallah1, Menhal Kamel Al-Bohassan1, Mustafa Mohammed Alawami1, Hayder Ali Alsebaa1, Jawad Ali Alnemer1, Ghazi Fayez Al-Mutairi1, May Issa Aldossary2, Dalal A. Aldowaihi1, Fahd Alhaidari3

    CMC-Computers, Materials & Continua, Vol.80, No.1, pp. 1033-1054, 2024, DOI:10.32604/cmc.2024.048003 - 18 July 2024

    Abstract 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, like anger, sadness, anxiety, and fear. With the anonymity people get on the internet, they tend to be more aggressive and express their emotions freely without considering the effects, which can be a reason for the increase in cyberbullying and it is the main motive behind the current study. This study presents a thorough background of cyberbullying and the techniques used… More >

  • Open Access

    ARTICLE

    The Relationship between Internet Addiction and Cyberbullying Perpetration: A Moderated Mediation Model of Moral Disengagement and Internet Literacy

    Wan Xiao1,*, Miaoting Cheng2,*

    International Journal of Mental Health Promotion, Vol.25, No.12, pp. 1303-1311, 2023, DOI:10.32604/ijmhp.2023.042976 - 29 December 2023

    Abstract 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 underlying mechanisms connecting these two phenomena remain unclear. Therefore, this study aimed to reveal the mechanisms involved between Internet addiction and cyberbullying perpetration from the perspective of cognition function. This study recruited 976 Chinese youth through online survey, using the short version of Internet Addiction Test (s-IAT), Chinese Cyberbullying Intervention Project Questionnaire (C-CIPQ), Cyberbullying Moral Disengagement Scale (CMDS), and Internet Literacy Questionnaire (ILQ) to investigate the More >

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