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Applications of Analytics

Precision education

Category: Predictive Analytics

“The goal of precision education is to identify at-risk students as early as possible and provide timely intervention based on teaching and learning experiences,” write Yang and Ogata (2020). They suggest that analogous to precision medicine, precision education systems consider a wider array of variables than learning analytics, “students’ IQ, learning styles, learning environments, and learning strategies… precision education is a new challenge of applying artificial intelligence, machine learning, and learning analytics.”

Examples and Articles

Toward Precision Education: Educational Data Mining and Learning Analytics for Identifying Students’ Learning Patterns with Ebook Systems.
Christopher C. Y. Yang, Irene Y. L. Chen and Hiroaki Ogata, Educational Technology & Society, Vol. 24, No. 1 (January 2021), pp. 152-163 (12 pages) Direct Link

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