DEVELOPMENT OF AN INTELLIGENT ALGORITHM FOR INDEPENDENT LEARNERS OF ENGLISH
Keywords:
Intelligent algorithm, Independent learners, English language learning, Personalization, Adaptive learning, Natural language processing (NLP), Machine learning (ML), Real-time feedback, Customized learning paths.Abstract
This article presents the development of an intelligent algorithm designed to support independent learners of English. Leveraging advancements in natural language processing (NLP), machine learning (ML), and adaptive learning technologies, this algorithm aims to provide personalized learning experiences that cater to individual learner needs. We discuss the core components of the algorithm, its development process, and the outcomes of initial testing phases. Our results indicate significant improvements in learner engagement and language acquisition efficiency.
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