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ProQuest LLC

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Mingying Zheng

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Using Data Preprocessing Techniques and Machine Learning Algorithms to Explore Predictors of Word Difficulty in English Language Assessment

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Mingying Zheng – ProQuest LLC, 2024

The digital transformation in educational assessment has led to the proliferation of large-scale data, offering unprecedented opportunities to enhance language learning, and testing through machine learning (ML) techniques. Drawing on the extensive data generated by online English language assessments, this dissertation investigates the efficacy…

Descriptors: Artificial Intelligence, Computational Linguistics, Language Tests, English (Second Language)