基于遗传算法的教育网个性化试卷生成系统设计

Yong Ou-Yang, Hongfang Luo
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引用次数: 3

摘要

传统的远程教育在线考试系统在生成试卷时,要么仅仅从题库中抽取相同的试题,要么随机抽取试题,要么根据学生的分类选择试题。它不能单独变化,并根据学生的学习情况给出定制方案。本文对传统的遗传算法进行了改进,提出了一种基于学生学习情况的试卷生成新方法。它可以根据学生在远程教育网络中的在线自我状况和学习过程中反映的心理状态、理解水平、应用水平等因素,动态生成满足每个学生的个性化试卷。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design of personalized test paper generating system of educational telenet based on genetic algorithm
When generating test paper, traditional distant education online examination system either merely extracts the same test questions from item bank or extracts test questions at random, or select test questions according to some classifications of student. It can not individually varies and give custom made scheme according to student's learning situation. This paper improved the traditional genetic algorithm and proposed a new method of test paper generating based on student's learning situation. It can generate personalized test paper dynamically that satisfying every student according to student's online self-condition in distance education network and factors reflected during learning such as psychological status, comprehension and application level.
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