Deep Item Response Theory as a Novel Test Theory Based on Deep Learning

Item Response Theory (IRT) evaluates, on the same scale, examinees who take different tests. It requires the linkage of examinees’ ability scores as estimated from different tests. However, the IRT linkage techniques assume independently random sampling of examinees’ abilities from a standard normal...

Full description

Bibliographic Details
Main Authors: Emiko Tsutsumi, Ryo Kinoshita, Maomi Ueno
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/10/9/1020