Multidimensional Item Response Theory in the Style of Collaborative Filtering

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 perfo…