What question did this study set out to answer?

To analyze the behavior of English learners and develop an intelligent recommendation system based on big data.

English learning behaviour analysis and intelligent recommendation system driven by big data

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To analyze the behavior of English learners and develop an intelligent recommendation system based on big data.
Analyzed learner behavior patterns
Utilized big data analytics techniques
Developed a recommendation system using machine learning algorithms
Identified key learning behaviors among English learners
Improved recommendation accuracy for personalized learning paths
Demonstrated potential for enhanced engagement in learning

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This research analyzes English learning behavior using big data, suggesting improvements through intelligent recommendations.

Yang et al. (2026) studied this question.

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