Learning Experience Platforms in German and Lithuanian K12 Schools: Case Study Analysis

Melnikova, Julija; Batuchina, Aleksandra; Zaščerinska, Jeļena; Ahrens, Andreas

doi:10.1109/iiphdw54739.2023.10124407

Cited by 1 publication

(1 citation statement)

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“…This study demonstrates improvements in student outcomes, providing evidence of the effectiveness of personalized learning approaches. Another important case study focuses on the deployment of a personalized learning system in a higher education context, highlighting its positive impact on student engagement and academic achievement [30]. Comparative analyses within case studies help us develop a nuanced understanding of different personalized education approaches.…”

Section: H Case Studies In Personalized Educationmentioning

confidence: 99%

Multi-Modal LA in Personalized Education Using Deep Reinforcement Learning Based Approach

Sharif,

Uckelmann

2024

IEEE Access

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The demand for personalized learning experiences and effective analytics in education has significantly increased. The integration of technology in education has brought about significant changes in teaching and learning practices. In the era of digital technology, the integration of education technology in the classroom has led to a change in teaching methods and learning strategies. In this paper, we introduce the KNIGHT (AI in Education at Hochschule für Technik (HFT) Stuttgart) framework, which is a holistic solution designed to tackle the complex issue of personalized education in a digital era. The paper explores the application of multimodal data integration, the novel application of deep reinforcement learning to education analytics, and the ethical consideration of privacy-preserving personalized feedback. The proposed framework's efficacy is substantiated through a case study, demonstrating its potential to revolutionize personalized education. This paper provides a comprehensive overview of the current discourse, providing valuable insights for educators, policymakers, and researchers into the multifaceted landscape of modern education, contributing to ongoing discussions and advancements in educational technology.

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Section: H Case Studies In Personalized Educationmentioning

confidence: 99%