STUDENT PERCEPTIONS OF AI-POWERED WRITING TOOLS: TOWARDS INDIVIDUALIZED TEACHING STRATEGIES

Michael Burkhard
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Abstract

Due to the advances of artificial intelligence (AI) and natural language processing, new kinds of Internet-based writing tools have emerged. Among other things, these AI-powered writing tools can be used by students for text translation, to improve spelling or for rewriting and summarizing texts. On the one hand, they can provide detailed recommendations for the adaptation of text elements within seconds. On the other hand, they also produce inconsistencies and errors, that students might not be aware of. How to deal with these tools in an educational context is a difficult question. Since writing tools are usually used unsupervised and without further instructions, students may need guidance from the teacher in interacting with those tools, to prevent the risk of misapplication. To better understand this underlying issue, the paper at hand uses survey data of 365 freshmen students to describe and analyze student perceptions of AI-powered writing tools. Regarding AI-powered writing tools, different student types were identified by using the k-means clustering method. The results suggest that students have different attitudes towards AI-powered writing tools. Some students may use them in an unreflective, non-sceptical way, which can lead to (un)voluntary plagiarism. Other students may not use writing tools at all, partly because they are sceptic, but also because they may lack meaningful learning strategies in general (course repeaters). Depending on the different student types, individualized teaching strategies might be helpful to promote or urge caution in the use of these tools.
学生对人工智能写作工具的看法:走向个性化教学策略
由于人工智能(AI)和自然语言处理的进步,基于互联网的新型写作工具已经出现。除此之外,这些由人工智能驱动的写作工具可以被学生用于文本翻译,提高拼写或重写和总结文本。一方面,它们可以在几秒钟内为文本元素的适配提供详细的建议。另一方面,它们也会产生学生可能没有意识到的不一致和错误。如何在教育环境中使用这些工具是一个难题。由于写作工具通常是在没有监督和进一步指导的情况下使用的,学生在使用这些工具时可能需要老师的指导,以防止误用的风险。为了更好地理解这一潜在问题,本文使用了365名大一学生的调查数据来描述和分析学生对人工智能写作工具的看法。对于人工智能写作工具,使用k-means聚类方法识别不同的学生类型。结果表明,学生对人工智能写作工具的态度不同。一些学生可能会不加思考、不加怀疑地使用它们,这可能会导致(非)自愿抄袭。其他学生可能根本不使用写作工具,部分原因是他们持怀疑态度,但也因为他们可能缺乏有意义的学习策略(课程重复者)。根据不同的学生类型,个性化的教学策略可能有助于促进或敦促谨慎使用这些工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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