Paper Info
Title
Creating the aspired intelligent assessment systems for teaching materials
Abstract
The core objective of the Nine-Year Integrated Curriculum for primary schools is to ''enable students to demonstrate their talents instead of just scoring high on exams'' around the world. The determining factor in education reform is to declare the competence indicators of necessary educational behavior in primary and junior high school. In the reform process, for all domains, the enriched rate of competence indicators for educational materials and methods is very meaningful. Because educational materials and methods in different domains have their own style, we should evaluate these teaching materials separately. Thus, in this research we propose a novel MCDM (Multiple Criteria Decision Making) framework for evaluating, comparing, and improving the effectiveness of competence indicators in the various publications for teaching materials in primary school based on different viewpoints. The ANP (Analysis Network Process) weights are based on the DEMATEL technique with the MCDM method for resolving the problems of dependence and feedback among criteria. Then, a VIKOR technique with ANP weights is proposed for addressing and reducing the performance gaps for each criterion, thus hopefully improving, re-configuring and selecting the aspired Intelligent Assessment Systems (IAS) for teaching materials. An empirical study of Mandarin Chinese based on this system design of three publishers is illustrated to verify the effectiveness of the proposed method. The results can improve the efficiency and quality of the authored Mandarin Chinese teaching materials and may extend to other Learning Areas.
Year
DOI
Venue
2011
10.1016/j.eswa.2011.03.050
Expert Syst. Appl.
Keywords
Field
DocType
necessary educational behavior,competence indicator,vikor,teaching material,mandarin chinese teaching material,intelligent assessment system,core competence (cc),mcdm method,dematel,mcdm (multiple criteria decision making),anp (analysis network process),anp weight,primary school,teaching materials,dematel technique,mandarin chinese,educational material,education reform,empirical study,core competencies,system design
Multiple-criteria decision analysis,Multiple criteria,Computer science,Viewpoints,Systems design,Knowledge management,Curriculum,Artificial intelligence,Management science,Empirical research,Education reform,Mandarin Chinese,Machine learning
Journal
Volume
Issue
ISSN
38
10
Expert Systems With Applications
Citations 
PageRank 
References 
11
0.57
13
Authors
2
Name
Order
Citations
PageRank
Cheng-Hsiung Chen1171.64
Gwo-hshiung Tzeng23374211.25