ENGLISH AS A VOCABULARY SYSTEM AND IT IS ADAPTATION

This research aims to explore an adoptive learning system for English vocabulary based on machine learning. Vocabulary plays a crucial role in language acquisition, and effective vocabulary learning is essential for mastering English. The expansion of a learner’s vocabulary depends on both individual effort and the tools used to support the learning process. Advanced learning systems can enhance motivation and improve learning efficiency. Importance of vocabulary ,especially among youngsters and new learners , stays in a first stages because of lack of base about English. Some researches work on some techniques how to learn vocabulary, how to teach student efficiently.