A Novel Online Test-sheet Composition Approach for Web-based Testing

被引：7

作者：

Wang Feng-rui ^{[1
]}

Wang Wen-hong ^{[2
]}

Pan Quan-ke ^{[2
]}

Zuo Feng-chao ^{[2
]}

Liang, J. J. ^{[3
]}

机构：

[1] Liaocheng Univ, Sch Media & Commun Technol, Liaocheng 252059, Peoples R China

[2] Liaocheng Univ, Sch Comp Sci, Liaocheng 252059, Peoples R China

[3] Zhengzhou Univ, Sch Elect Engn, Zhengzhou 450001, Peoples R China

来源：

2009 IEEE INTERNATIONAL SYMPOSIUM ON IT IN MEDICINE & EDUCATION, VOLS 1 AND 2, PROCEEDINGS | 2009年

基金：

中国国家自然科学基金;

关键词：

D O I：

10.1109/ITIME.2009.5236331

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In e-learning environment, web-based testing system can help to evaluate learners learning status precisely. To meet the needs of multiple assessment criteria, a new test-sheet construction model was proposed Based on the proposed model, a differential evolution algorithm with effective coding strategy was designed to generate high quality test-sheets for web-based testing. In simulation experiments, the proposed algorithm was applied to a series of item banks with different scales. Superiority of the proposed algorithm is demonstrated by comparing it with the simple genetic algorithm and differential evolution algorithm with binary coding strategy.

引用

页码：700 / +

页数：2

共 15 条

[1]

[Anonymous], 1997, Journal of Global Optimization, DOI [DOI 10.1023/A:1008202821328, 10.1023/A:1008202821328]

[2] Particle Swarm Optimization in Multi-Agent System for the Intelligent Generation of Test Papers [J].

Chen Peng ;

Meng Anbo ;

Zhao Chunhua .

2008 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-8, 2008, :2158-+

[3] Dynamic question generation system for web-based testing using particle swarm optimization [J].

Cheng, Shu-Chen ;

Lin, Yen-Ting ;

Huang, Yueh-Min .

EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (01) :616-624

[4]

Das S, 2005, IEEE C EVOL COMPUTAT, P1691

[5]

EFALY ESM, 2008, COMPUT EDUC, V51, P1

[6] Intrathecal drug delivery for chronic back pain: Better science for clinical innovation [J].

Gallagher, RM .

PAIN MEDICINE, 2004, 5 (01) :1-3

[7] A Tabu search approach to generating test sheets for multiple assessment criteria [J].

Hwang, GJ ;

Yin, PY ;

Yeh, SH .

IEEE TRANSACTIONS ON EDUCATION, 2006, 49 (01) :88-97

[8] An effective approach for test-sheet composition with large-scale item banks [J].

Hwang, GJ ;

Lin, BMT ;

Lin, TL .

COMPUTERS & EDUCATION, 2006, 46 (02) :122-139

[9] On the development of a computer-assisted testing system with genetic test sheet-generating approach [J].

Hwang, GJ ;

Lin, BMT ;

Tseng, HH ;

Lin, TL .

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, 2005, 35 (04) :590-594

[10] A test-sheet-generating algorithm for multiple assessment requirements [J].

Hwang, GJ .

IEEE TRANSACTIONS ON EDUCATION, 2003, 46 (03) :329-337

← 1 2 →