Kodo Keiryogaku (The Japanese Journal of Behaviormetrics)
Online ISSN : 1880-4705
Print ISSN : 0385-5481
ISSN-L : 0385-5481
PROPOSAL OF ITEM RESPONSE MODEL AS A LEARNER MODEL
Maomi UENOTakuro KUBOKazuo SHIGEMATSU
Author information
JOURNAL FREE ACCESS

1993 Volume 20 Issue 2 Pages 1-8

Details
Abstract
The authors propose a new Item Response Model which can be regarded as a leaner model. Unique features of this model are as follows: 1. The model explains learners'solving process to test items. 2. The parameters of this model can be divided into two kinds, namely, item parameters and incidental parameters. Learners'characteristics are described by the incidental parameters, i. e., latent multidimensional variables. 3. Learners'solving process is expressed in terms of the network, and the transition probability is modeled by Markov Process. We apply this model to real data, and show that the parameters are estimated reliably and they reflect well the characteristics of the learners and items.
Content from these authors
© The Behaviormetric Society of Japan
Next article
feedback
Top