Yiqiao Xu

Works (1)

Updated: July 5th, 2023 15:21

2019 journal article

How Widely Can Prediction Models Be Generalized? Performance Prediction in Blended Courses

IEEE TRANSACTIONS ON LEARNING TECHNOLOGIES, 12(2), 184–197.

By: N. Gitinabard n, Y. Xu n, S. Heckman n , T. Barnes n & C. Lynch n

author keywords: Social Network Analysis; Performance Prediction; Cross-Class Performance Prediction; Early Performance Prediction; Blended Courses
TL;DR: This paper uses data from two offerings of two different undergraduate courses to train and evaluate predictive models of student performance based on persistent student characteristics including study habits and social interactions and analyzes the performance of these models on the same offering, on different offerings of the same course, and across courses. (via Semantic Scholar)
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Added: July 1, 2019

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