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在多选题中自动产生分心器:一个系统的文献综述

Halim Wildan Awalurahman¹, Indra Budi¹

¹Faculty of Computer Science, Universitas Indonesia, Depok, West Java, Indonesia.

PeerJ. Computer science

|December 9, 2024

概括

这篇系统的文献综述总结了自动分心器生成研究. 自动分心器生成是一个不断增长的领域,在未来的探索中发现了研究缺口.

科学领域:

教育技术的教育技术
教育中的人工智能
用于评估的自然语言处理.

背景情况:

多选题 (MCQ) 是一个普遍的评估格式.
为MCQs生成有效的分心器是一个重大挑战.
自动分心器生成 (ADG) 是一个新兴的研究领域.

研究的目的:

进行关于自动分心器生成的系统文献审查.
识别ADG研究中的当前趋势和最新技术.
为未来的ADG研究提供参考.

主要方法:

按照基彻汉姆框架进行系统的文献综述.
在主要的学术数据库 (ACM,IEEE,Science Direct,Scopus) 进行文献搜索.
分析了2009年至2024年间发表的60项相关研究.

主要成果:

自动分心器生成研究显示了显著的增长和扩张.
确定了数据来源,方法,问题类型,评估,语言和领域的趋势.
在ADG技术和应用中绘制了最先进的艺术状态.

结论:

自动分心器生成是一个快速发展的领域.
在探索各种数据源,方法,语言和领域方面存在潜在的研究缺口.
本综述是ADG.未来研究的基础资源.

关键词:

干扰器的产生是分心的.多选项问题多选项问题系统的文献审查系统的文献审查

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