Computerized adaptive testing item selection in computerized adaptive learning systems

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

131 Downloads (Pure)

Abstract

Item selection methods traditionally developed for computerized adaptive testing (CAT) are explored for their usefulness in item-based computerized adaptive learning (CAL) systems. While in CAT Fisher information-based selection is optimal, for recovering learning populations in CAL systems item selection based on Kullback-Leibner information is an alternative
Original languageEnglish
Title of host publicationPsychometrics in practice at RCEC
EditorsT.J.H.M. Eggen, B.P. Veldkamp
Place of PublicationEnschede
PublisherRCEC
Pages14-25
Number of pages180
ISBN (Print)9789036533744
DOIs
Publication statusPublished - 2012

Publication series

Name
PublisherRCEC

Fingerprint

Learning systems
Testing

Keywords

  • METIS-292528
  • IR-80211

Cite this

Eggen, T. J. H. M. (2012). Computerized adaptive testing item selection in computerized adaptive learning systems. In T. J. H. M. Eggen, & B. P. Veldkamp (Eds.), Psychometrics in practice at RCEC (pp. 14-25). Enschede: RCEC. https://doi.org/10.3990/3.9789036533744.ch2
Eggen, Theodorus Johannes Hendrikus Maria. / Computerized adaptive testing item selection in computerized adaptive learning systems. Psychometrics in practice at RCEC. editor / T.J.H.M. Eggen ; B.P. Veldkamp. Enschede : RCEC, 2012. pp. 14-25
@inbook{83b6e34b3d664b8aafbfb83d216c3552,
title = "Computerized adaptive testing item selection in computerized adaptive learning systems",
abstract = "Item selection methods traditionally developed for computerized adaptive testing (CAT) are explored for their usefulness in item-based computerized adaptive learning (CAL) systems. While in CAT Fisher information-based selection is optimal, for recovering learning populations in CAL systems item selection based on Kullback-Leibner information is an alternative",
keywords = "METIS-292528, IR-80211",
author = "Eggen, {Theodorus Johannes Hendrikus Maria}",
year = "2012",
doi = "10.3990/3.9789036533744.ch2",
language = "English",
isbn = "9789036533744",
publisher = "RCEC",
pages = "14--25",
editor = "T.J.H.M. Eggen and B.P. Veldkamp",
booktitle = "Psychometrics in practice at RCEC",

}

Eggen, TJHM 2012, Computerized adaptive testing item selection in computerized adaptive learning systems. in TJHM Eggen & BP Veldkamp (eds), Psychometrics in practice at RCEC. RCEC, Enschede, pp. 14-25. https://doi.org/10.3990/3.9789036533744.ch2

Computerized adaptive testing item selection in computerized adaptive learning systems. / Eggen, Theodorus Johannes Hendrikus Maria.

Psychometrics in practice at RCEC. ed. / T.J.H.M. Eggen; B.P. Veldkamp. Enschede : RCEC, 2012. p. 14-25.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

TY - CHAP

T1 - Computerized adaptive testing item selection in computerized adaptive learning systems

AU - Eggen, Theodorus Johannes Hendrikus Maria

PY - 2012

Y1 - 2012

N2 - Item selection methods traditionally developed for computerized adaptive testing (CAT) are explored for their usefulness in item-based computerized adaptive learning (CAL) systems. While in CAT Fisher information-based selection is optimal, for recovering learning populations in CAL systems item selection based on Kullback-Leibner information is an alternative

AB - Item selection methods traditionally developed for computerized adaptive testing (CAT) are explored for their usefulness in item-based computerized adaptive learning (CAL) systems. While in CAT Fisher information-based selection is optimal, for recovering learning populations in CAL systems item selection based on Kullback-Leibner information is an alternative

KW - METIS-292528

KW - IR-80211

U2 - 10.3990/3.9789036533744.ch2

DO - 10.3990/3.9789036533744.ch2

M3 - Chapter

SN - 9789036533744

SP - 14

EP - 25

BT - Psychometrics in practice at RCEC

A2 - Eggen, T.J.H.M.

A2 - Veldkamp, B.P.

PB - RCEC

CY - Enschede

ER -

Eggen TJHM. Computerized adaptive testing item selection in computerized adaptive learning systems. In Eggen TJHM, Veldkamp BP, editors, Psychometrics in practice at RCEC. Enschede: RCEC. 2012. p. 14-25 https://doi.org/10.3990/3.9789036533744.ch2