孟加拉语描述性答案脚本数字化评估

Md Gulzar Hussain, S. Kabir, T. Mahmud, A. Khatun, M. Islam
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引用次数: 6

摘要

答卷评价是教育系统中学生评价过程的重要组成部分。在考试中,学生需要回答主观和客观的问题。在教育机构,教师需要手动评估答题卡来评估学生。在孟加拉国,学生和学院的数量日益增加。因此,教师很难对答卷进行完美的评价。因此,有必要寻找一种自动评估答题卡的方法。许多针对英语的技巧被提出,但我们没有发现任何针对孟加拉语的技巧。本文提出了一种基于关键词匹配和语言分析的孟加拉语主观答题自动评价方法。使用我们提出的模型,我们对20个问题的答案脚本进行了测试,发现最小相对误差为1.8%。15名教师和10名学生自愿评估答案脚本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Assessment of Bangla Descriptive Answer Script Digitally
Answer script evaluation is an essential part of the student evaluation process in the education system. In an exam, students need to answer subjective and objective questions. In educational institutes, instructors need to evaluate the answer script manually to evaluate the students. In Bangladesh, the number of students and institutes are increasing day by day. For this reason, it is becoming hard to evaluate the answer script in a perfect way by the instructors. So it is necessary to find a way to evaluate the answer script automatically. Many techniques are proposed for the English language, but we didn't find any for Bangla language. Our paper proposed a way to evaluate Bangla subjective answer scrips automatically by keyword matching and linguistic analysis. Using our proposed model we have tested on answer scripts of 20 questions and found the minimum relative error of 1.8%. 15 teachers and 10 students volunteered to evaluate the answer scripts.
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