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Screen Time and Safety: How Parents Can Monitor and Protect Their Kids Online
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Author(s): Yagyanath Rimal (Pokhara University, Nepal), Sunil Parihar (Sri Aurobindo Institute of Technology, India), A. Samson Arun Raj (Karunya Institute of Technology and Sciences, India), Purvee Bhardwaj (Faculty of Science, Rabindranath Tagore University, India), Anjali Rawat (University of Extremadura, Spain)and Abhishek Sharma (Shri Vaishnav Vidyapeeth Vishwavidyalaya, India)
Copyright: 2026
Pages: 20
Source title:
Integrating Parental Consent and Child Engagement With Digital Protection Rules
Source Author(s)/Editor(s): Romil Rawat (LabGeoInf-Research LABoratory in GEOmatics and INFormation systems, National Research Council in Italy, Rome, Italy), Sanjaya Kumar Sarangi (Utkal University, India), A. Samson Arun Raj (Karunya Institute of Technology and Sciences, India), Janet Olivia Richmond (Karunya Institute of Technology and Sciences, India)and Purvee Bhardwaj (Rabindranath Tagore University, India)
DOI: 10.4018/979-8-3373-2716-7.ch013
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Abstract
As digital technology becomes more integrated into children's lives, ensuring their online safety is increasingly important for parents. This research investigates effective methods for managing screen time and addressing online threats like cyberbullying, harmful content, and phishing. Using the Family Online Safety Dataset (FOSD-2023), which includes 12,000 anonymized records of screen usage and parental controls for children aged 7–16, we developed a hybrid Random Forest–LSTM model. The model identified potential risks with 94.6% accuracy, 92.3% precision, and 93.7% recall. It also offered personalized recommendations to help parents adjust screen time and content filters. The findings underscore the importance of intelligent monitoring tools that promote both safe and balanced digital use.
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