Online Test Paper Composition Based on Genetic Algorithm

被引:0
|
作者
Song, Wanli [1 ,2 ]
机构
[1] Nanjing Xiaozhuang Univ, Sch Informat Engn, Nanjing 211171, Jiangsu, Peoples R China
[2] Nanjing XiaoZhuang Univ, Key Lab Trusted Cloud Comp & Big Data Anal, Nanjing, Jiangsu, Peoples R China
关键词
test paper composition; education intellectualization; genetic algorithm; E-learning;
D O I
暂无
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The application of online examination is used more and more widely. Test paper composition is the core function in this application. Online examination system requires that the test paper should be quick and flexible, and the composition of questions should be reasonable and random. Test paper should not only meet the specific needs of users, ensure fairness, impartiality, but also be accurate and efficient. The intelligent test paper composition algorithm based on genetic algorithm is studied in this paper. Then this method is used to organize the structure of the test paper automatically, composites the examination content. Proposals are put forward to examines the degree of students' mastery of knowledge based on this method. This algorithm can automatically composite test papers according to the conditions of difficulty degree, knowledge coverage, and the proportion of questions. It can automatically composite test papers for online assessment. The practice of online testing system based on this algorithm shows that the algorithm is scientific and effective. On the premise of guaranteeing the quality of the test paper, it greatly improves the efficiency and pertinence of online testing. It is beneficial to improve students' learning efficiency and intellectualization of education.
引用
收藏
页码:158 / 161
页数:4
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