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Classification of Word Levels with Usage Frequency, Expert Opinions and Machine Learning
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Sohsah, Gihad N.; Ünal, Muhammed Esad; Güzey, Onur – British Journal of Educational Technology, 2015
Educational applications for language teaching can utilize the language levels of words to target proficiency levels of students. This paper and the accompanying data provide a methodology for making educational standard-aligned language-level predictions for all English words. The methodology involves expert opinions on language levels and…
Descriptors: Classification, Word Frequency, Second Language Learning, Second Language Instruction