人工智能在教育中的应用:使用综合自动化写作评价程序对学术写作教学的影响

Bantalem Derseh Wale
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引用次数: 1

摘要

自动写作评价(AWE)是教育人工智能技术的结晶,是对学习者的书面文章进行自动评分和评价的过程。本研究考察了使用综合 AWE 程序对学术写作教学的影响。本研究还评估了学生对使用这些程序的看法。研究采用了准实验性的前测-后测两组设计。通过测试、问卷调查、焦点小组讨论和教师日记等方式,收集了 92 名随机抽取的参与者的数据。实验组学生通过 Writerly 和 Google Docs 的整合学习写作技巧,而对照组学生则通过传统的纸笔反馈系统进行学习。在通过独立样本 T 检验和描述性统计分析定量数据时,对定性数据进行了专题分析。研究结果表明,使用综合亚博app客服课程磨练了学术写作教学,因为实验组和对照组在学术写作成绩上存在统计学差异。因此,使用综合亚博app客服课程学习的学生的学术写作成绩得到了提高,因为他们能够在任务完成、连贯性和凝聚力、词汇资源、语法范围和准确性等方面写出文章。然而,通过传统方法学习的学生在撰写高质量论文方面的效率较低。此外,研究结果还发现,实验组学生对使用上述亚博app客服课程持积极态度,因为他们认为这些课程有趣、有效、以目标为导向,并且具有支持性。因此,本研究建议研究人员、课程设计者、教材设计者、教师和学生适当关注综合 AWE 课程。
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Artificial intelligence in education: Effects of using integrative automated writing evaluation programs on honing academic writing instruction
Automated writing evaluation (AWE), which is the result of educational artificial intelligence technology, is a process of scoring and evaluating learners’ written texts automatically. The current study examined the effects of using integrative AWE programs on honing academic writing instruction. It also assessed students’ perceptions towards using these programs. A quasi-experimental pretest-posttest two-group design was used. Test, questionnaire, focus group discussion, and teacher diary were used to collect data from 92 randomly selected participants. The experimental group students learned writing skills with Writerly and Google Docs in integration, but the control group students learned through the conventional paper and pencil feedback system. When the quantitative data were analyzed through independent samples T-test and descriptive statistics, the qualitative data were analyzed thematically. The findings revealed that using the integrated AWE programs honed academic writing instruction because there was a statistical difference between the experimental and control groups in their academic writing performance. Hence, students who learned using the integrated AWE programs honed their academic writing performance because they were able to produce essays that addressed task achievement, coherence and cohesion, lexical resource, grammatical range and accuracy. However, students who learned through the conventional method were less effective in producing quality essays. Besides, the findings also discovered that the experimental group students had positive perceptions towards using the aforementioned AWE programs because they found the programs interesting, effective, goal-oriented, and supportive. Consequently, this study recommends researchers, curriculum designers, instructional material designers, teachers, and students pay due attention to integrated AWE programs. 
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