The Research on Web-Based Testing Environment Using Simulated Annealing Algorithm
Joint Authors
Lu, Peng
Cong, Xiao
Zhou, Dongdai
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-05-14
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
The computerized evaluation is now one of the most important methods to diagnose learning; with the application of artificial intelligence techniques in the field of evaluation, the computerized adaptive testing gradually becomes one of the most important evaluation methods.
In this test, the computer dynamic updates the learner's ability level and selects tailored items from the item pool.
In order to meet the needs of the test it requires that the system has a relatively high efficiency of the implementation.
To solve this problem, we proposed a novel method of web-based testing environment based on simulated annealing algorithm.
In the development of the system, through a series of experiments, we compared the simulated annealing method and other methods of the efficiency and efficacy.
The experimental results show that this method ensures choosing nearly optimal items from the item bank for learners, meeting a variety of assessment needs, being reliable, and having valid judgment in the ability of learners.
In addition, using simulated annealing algorithm to solve the computing complexity of the system greatly improves the efficiency of select items from system and near-optimal solutions.
American Psychological Association (APA)
Lu, Peng& Cong, Xiao& Zhou, Dongdai. 2014. The Research on Web-Based Testing Environment Using Simulated Annealing Algorithm. The Scientific World Journal،Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-1048558
Modern Language Association (MLA)
Lu, Peng…[et al.]. The Research on Web-Based Testing Environment Using Simulated Annealing Algorithm. The Scientific World Journal No. 2014 (2014), pp.1-12.
https://search.emarefa.net/detail/BIM-1048558
American Medical Association (AMA)
Lu, Peng& Cong, Xiao& Zhou, Dongdai. The Research on Web-Based Testing Environment Using Simulated Annealing Algorithm. The Scientific World Journal. 2014. Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-1048558
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1048558