Enhancing Legal Protection of Children's Rights in the “Internet Plus”

Enhancing Legal Protection of Children's Rights in the “Internet Plus”

Binjing Li, Wendong Yu
Copyright: © 2024 |Pages: 17
DOI: 10.4018/IJISP.349898
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Abstract

In the contemporary era of the internet, safeguarding children's rights emerges as a critical concern necessitating immediate attention. Given children's heightened vulnerability within society, the legal framework must prioritize their protection, reinforcing their agency and safeguarding their rights through legislative measures. This study proposes an innovative differential clustering algorithm specifically designed to uphold children's rights. Through rigorous experimentation, the algorithm achieves an Adjusted Rand Index (ARI) approaching 2, showcasing its effectiveness in offering targeted differential protection for children's rights while maintaining high clustering precision. The paper emphasizes the importance of noise reduction through iterative central point optimization to stabilize cluster configurations, with the fusion of multiple clusters serving to mitigate noise impacts on data points and yield robust clustering outcomes. Consequently, this research delivers reliable clustering results while preserving the confidentiality of children's rights information.
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Literature Review

In the Internet world, human activities are expanding in time and space. Today, citizens can use the Internet to collect all kinds of information. With its help, users can be tracked in real time anywhere and anytime, making children’s rights more vulnerable to infringement (Alves de Castro et al., 2022; Huang, 2021). Childhood is a crucial stage for everyone, and as a special group, children require the care and protection of the state, society, and family. The legal protection of children should not only account for their unique needs and emphasize the importance of safeguarding their rights but also respect children as individuals, considering their opinions and their rights to handle their own affairs (Labio-Bernal et al., 2020; Yuliartini, 2021).

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