To Use or Not to Use: The Risks of the Adoption of Facial Recognition Technologies in Smart Classrooms

The rapid adoption of generative AI tools in legal education has sparked debates on establishing norms for AI use. These tools assist in assignments, translating legal documents, and research. Smart classrooms, with intelligent tutoring and emotion recognition technology, enhance teaching and learning but also pose risks like system errors, algorithmic discrimination, and decision opacity. This article examines the construction and benefits of smart classrooms, real-world integration challenges, and the effectiveness and risks of facial recognition technology, especially for diverse learning styles. It concludes best practices and recommendations to mitigate risks and promote a secure, effective educational environment.

Authors

Publication Details

Journal
Beijing Law Review
Published
2025-01-01
DOI
https://doi.org/10.4236/blr.2025.162047
Citations
1
Primary Topic
Online Learning and Analytics
Type
article
Field-Weighted Citation Impact
1.69
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article

To Use or Not to Use: The Risks of the Adoption of Facial Recognition Technologies in Smart Classrooms

Marina Feferbaum, Alexandre Pacheco da Silva, Tatiane Guimarães Salvador
1 citations
Beijing Law Review
Online Learning and Analytics
1.69
article

To Use or Not to Use: The Risks of the Adoption of Facial Recognition Technologies in Smart Classrooms

Marina Feferbaum, Alexandre Pacheco da Silva, Tatiane Guimarães Salvador
article en
1 citations

Abstract

The rapid adoption of generative AI tools in legal education has sparked debates on establishing norms for AI use. These tools assist in assignments, translating legal documents, and research. Smart classrooms, with intelligent tutoring and emotion recognition technology, enhance teaching and learning but also pose risks like system errors, algorithmic discrimination, and decision opacity. This article examines the construction and benefits of smart classrooms, real-world integration challenges, and the effectiveness and risks of facial recognition technology, especially for diverse learning styles. It concludes best practices and recommendations to mitigate risks and promote a secure, effective educational environment.

Beijing Law ReviewVol. 16(02)
Quality Education
Openalex Percentile: Top 12%
Online Learning and Analytics
1.69
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To Use or Not to Use: The Risks of the Adoption of Facial Recognition Technologies in Smart Classrooms — Marina Feferbaum, Alexandre Pacheco da Silva, et al. · Beijing Law Review (2025) | TGRS Research Map | TGRS