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Recommendations for Big Data-Driven English Learning Behavior Analysis and Personalized Teaching Strategy

Lichao Zhang

Lichao Zhang

Zhangjiakou Vocational and Technical CollegeZhangjiakou, China
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Zhang, Lichao
 and 
Cuiping Shi

Cuiping Shi

Department of Basic Courses, Baoding University of TechnologyBaoding, China
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Shi, Cuiping
  
Sep 26, 2025
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Published Online: Sep 26, 2025
Received: Feb 10, 2025
Accepted: May 11, 2025
DOI: https://doi.org/10.2478/amns-2025-1031
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© 2025 Lichao Zhang and Cuiping Shi, published by Sciendo.
This work is licensed under the Creative Commons Attribution 4.0 International License.
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English
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Journal Subjects:
Life Sciences, Life Sciences, other, Mathematics, Applied Mathematics, General Mathematics, Physics, Physics, other
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