Integrating IRT to estimate learning ability with S-P chart in web based learning environment

Wen Chih Chang, Hsuan Che Yang, Timothy K. Shih, Mao Fan Li

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

E-learning provides people a convenient and efficient way for learning things. But is no appropriate way to estimate and diagnose students in e-learning environment. Sato's student-problem chart is one of the analysis methods for diagnosing students learning conditions. For learning ability estimation issue, Item Response Theory which plays an important role in modern mental test theory is applied. We integrate these two theories to propose a combination methodology try to solve the estimation and diagnostic issues in e-learning environment. A web-based assist system is provided as well. Experimental data is collected with forty sophomore students studying "Business Data Communication" class in Taiwan. We illustrated the method to observe and estimate the variation of learner's ability. This methodology and system could make some valuable contribution in e-learning environment.

Original languageEnglish
Title of host publicationAdvances in Blended Learning - Second Workshop on Blended Learning, WBL 2008, Revised Selected Papers
Pages133-145
Number of pages13
DOIs
StatePublished - 2008
Event2nd Workshop on Blended Learning, WBL 2008 - Jinhua, China
Duration: 20 Aug 200822 Aug 2008

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume5328 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference2nd Workshop on Blended Learning, WBL 2008
Country/TerritoryChina
CityJinhua
Period20/08/0822/08/08

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