Multidimensional Item Response Theory in the Style of Collaborative Filtering

no code implementations • 3 Jan 2023 • Yoav Bergner, Peter F. Halpin, Jill-Jênn Vie

This paper presents a machine learning approach to multidimensional item response theory (MIRT), a class of latent factor models that can be used to model and predict student performance from observed assessment data.

Collaborative Filtering Recommendation Systems