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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