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Direct linkPearson, William S. – Language Testing, 2023
Many candidates undertaking high-stakes English language proficiency tests for academic enrolment do not achieve the results they need for reasons including linguistic unreadiness, test unpreparedness, illness, an unfavourable configuration of tasks, or administrative and marking errors. Owing to the importance of meeting goals or out of a belief…
Descriptors: High Stakes Tests, English (Second Language), Language Proficiency, Language Tests
Tenison, Caitlin; Ling, Guangming; McCulla, Laura – International Journal of Artificial Intelligence in Education, 2023
In this paper we use historic score-reporting records and test-taker metadata to inform data-driven recommendations that support international students in their choice of undergraduate institutions for study in the United States. We investigate the use of Structural Topic Modeling (STM) as a context-aware, probabilistic recommendation method that…
Descriptors: Foreign Students, Undergraduate Students, College Choice, Models
