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Online formative assessment using automated essay scoring technology in China and U.S.— Two case studies

机译:在中国和美国使用自动作文评分技术进行在线形成性评估—两个案例研究

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Automated essay scoring (AES) has benefits such as time saving for teachers, immediate diagnostic feedback and reliable score reporting. This paper reports two case studies of using online automated essay scoring technology as formative assessment tool in the Chinese and the U.S. classrooms. In the first case study, we report how Writing Roadmap 2.0 (WRM 2.0), an online formative assessment tool, is integrated in the West Virginia classrooms, U.S.A. In the second case study, we summarize a pilot study on Writing Roadmap 2.0 use in the English writing classrooms in Beijing. We present two-year empirical data from the state of West Virginia online writing assessments to exam the effects of classroom formative assessment using Writing Roadmap 2.0 AES program on the state summative writing assessment scores. Consistent and statistically significant positive mean score differences on the state summative writing test were found for students practiced using WRM 2.0 software compared to students who did not practice. The largest score gain was found for low performing students who practiced 4 or more times compared to no practice students from the same performance level. In the case study in Beijing China Foreign Affairs University (CFAU), we found that the AI-scoring writing program alone is not sufficient for improving student writing. EFL English teachers need professional development to integrate online formative assessment in teaching. Teachers and students experience role changing when AI essay scoring software is used in the classroom. Understanding the online writing score feedback and transforming the immediate score data information to actions is the key to success.
机译:自动作文评分(AES)的好处包括节省教师时间,即时诊断反馈和可靠的分数报告。本文报告了两个在中美两国教室中使用在线自动作文评分技术作为形成性评估工具的案例研究。在第一个案例研究中,我们报告了如何在美国西弗吉尼亚州的教室中集成在线写作评估工具Writing Roadmap 2.0(WRM 2.0)。在第二个案例研究中,我们总结了在写作过程中使用Writing Roadmap 2.0的一项试验研究。北京的英语写作教室。我们提供来自西弗吉尼亚州在线写作评估的两年经验数据,以检验使用“写作路线图2.0 AES”程序对课堂总结性评估对州总结性写作评估分数的影响。与未练习的学生相比,使用WRM 2.0软件练习的学生在状态总结写作测试中发现了一致且具有统计学意义的正平均分数差异。与那些表现相同的水平的没有练习的学生相比,那些练习了4次或以上的低成绩的学生发现得分最高。在北京中国外交大学(CFAU)的案例研究中,我们发现仅AI评分写作程序不足以改善学生的写作能力。 EFL英语教师需要专业发展才能将在线形成性评估整合到教学中。当在课堂上使用AI作文评分软件时,师生会经历角色变化。了解在线写作分数反馈并将即时分数数据信息转化为行动是成功的关键。

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