The Influence of AI-Powered Adaptive Learning Platforms on Student Performance in Chinese Classrooms

IF 0.7 Q3 EDUCATION & EDUCATIONAL RESEARCH Journal of Education Pub Date : 2023-08-13 DOI:10.53819/81018102t4181
Qiong Z. Luo
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Abstract

This study delved into the impact of AI-powered adaptive learning platforms on student performance within the context of Chinese classrooms. Utilizing a comprehensive retrospective approach, the research examined the effects of these innovative platforms on academic achievements, engagement levels, and overall learning outcomes. In the past decade, the integration of artificial intelligence (AI) into educational technology has revolutionized traditional teaching methods. Adaptive learning platforms, driven by AI algorithms, customize learning experiences to cater to individual student needs and learning paces. This study examined a diverse range of Chinese classrooms, encompassing various grade levels and subjects, to ascertain the widespread influence of such platforms. Data collection involved the analysis of historical student performance data from multiple academic years. The study assessed both quantitative metrics, such as test scores and grade improvements, and qualitative indicators, including student feedback and engagement patterns. Through rigorous statistical analyses, the study established correlations between the utilization of AI-powered adaptive learning platforms and enhanced student performance. The findings revealed a significant positive association between the integration of AI-powered platforms and student outcomes. Students exposed to personalized learning experiences exhibited improved academic achievements compared to those in traditional classrooms. Furthermore, the study identified heightened levels of engagement and motivation, as the adaptability of these platforms catered to individual learning preferences. In conclusion, this research underscores the transformative role of AI-powered adaptive learning platforms in Chinese classrooms, highlighting their ability to elevate student performance and engagement. As China continues to embrace technological advancements in education, this study offers valuable insights into the evolution of pedagogical approaches and their positive outcomes on student learning in the past. Keywords: AI-powered, Adaptive learning platforms, Student performance, Chinese classrooms, Influence
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人工智能自适应学习平台对中国课堂学生表现的影响
本研究探讨了人工智能自适应学习平台对中国课堂学生表现的影响。利用全面的回顾性方法,研究考察了这些创新平台对学术成就、参与水平和整体学习成果的影响。在过去的十年里,人工智能(AI)与教育技术的融合彻底改变了传统的教学方法。由人工智能算法驱动的自适应学习平台,可以定制学习体验,以满足学生的个人需求和学习节奏。本研究调查了各种各样的中国教室,包括不同年级和科目,以确定这些平台的广泛影响。数据收集包括分析多个学年的历史学生表现数据。该研究评估了定量指标,如考试成绩和成绩进步,以及定性指标,包括学生反馈和参与模式。通过严格的统计分析,该研究建立了人工智能自适应学习平台的使用与提高学生成绩之间的相关性。研究结果显示,人工智能平台的整合与学生成绩之间存在显著的正相关关系。与传统课堂的学生相比,接受个性化学习体验的学生表现出更高的学习成绩。此外,该研究还发现,由于这些平台的适应性迎合了个人的学习偏好,学生的参与度和积极性都有所提高。总之,本研究强调了人工智能自适应学习平台在中国课堂中的变革性作用,强调了它们提高学生表现和参与度的能力。随着中国教育技术的不断进步,本研究对过去教学方法的演变及其对学生学习的积极影响提供了有价值的见解。关键词:人工智能,自适应学习平台,学生表现,中国课堂,影响力
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来源期刊
Journal of Education
Journal of Education EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
1.20
自引率
7.70%
发文量
26
审稿时长
35 weeks
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