An empirical study on the quantitative notion of task difficulty
Analysis of differences between tasks difficulty models in ITS and IRT. Comparison between statistical and heuristic estimation of questions difficulty. Teachers estimation of difficulty is not always reliable. Students estimation is more accurate than teachers estimation. Human difficulty estimation is closer to the IRT 3PL model.
irt difficulty estimation web-based educational system intelligent tutoring systems knowledge assessment cat item difficulty item calibration