人工智能在塑造未来教育中的作用:机遇与挑战

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引用次数: 0

摘要

人工智能已成为一项蓬勃发展的技术,它给教育过程带来了许多积极的变化。本研究旨在通过分析人工智能的机遇和挑战,描述人工智能在教育中的作用。本研究结合了定性方法(访谈、焦点小组和课堂观察)和定量方法(调查和统计分析)。所有研究程序均按照数据收集和分析的道德标准进行。研究选取了 50 多部最新的科学著作,从不同角度分析研究问题,并对其进行全面概述。乌克兰不同高等院校的教师代表共 56 人参与了研究。纳入标准基于学科专业、院校类型、课程认证和人工智能技术经验。研究发现,人工智能的积极影响包括个性化和适应性学习、自动化管理任务、增强支持、电子学习促进、包容性、数据驱动决策、游戏化、提高参与度、行为和预测分析、改进评估。挑战涉及数据隐私、安全、偏见、缺乏理解、透明度、额外培训的必要性。研究结果表明,通过个性化学习、预测分析、智能辅导系统、内容创建系统、虚拟现实、自动化管理任务和聊天机器人实施人工智能,可以有效地塑造未来的教育过程,并使未来的专家培训现代化。研究成果可用于教育机构,以提高使用人工智能工具的意识。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Role of Artificial Intelligence in Shaping the Future of Education: Opportunities and Challenges
Artificial intelligence has become a booming technology whereas it brings numerous positive changes within the educational process. The aim of the research is to describe the role of artificial intelligence in education through the analysis of its opportunities and challenges. The study involved the integration of qualitative (interviews, focus groups, and classroom observations) and quantitative methods (survey and statistical analysis). All the research procedures were organized according to the ethical standards for data collection and analysis. Over 50 recent scientific works were selected to analyze the research problem from different perspectives and present its comprehensive overview. The study involved 56 participants representing instructors from different institutions of higher education in Ukraine. The inclusion criteria were based on subject specialization, institution type, curriculum accreditation, and experience with artificial intelligence technologies. It was found that the positive impacts of artificial intelligence include personalized and adaptive learning, automated administrative tasks, enhanced support, e-learning facilitation, inclusivity, data-driven decision making, gamification, increased engagement, behaviour and predictive analytics, improved assessment. The challenges concerned the data privacy, security, bias, lack of understanding, transparency, necessity for additional training. The findings showed that the implementation of artificial intelligence through personalized learning, predictive analytics, intelligent tutoring systems, content creation systems, Virtual Reality, automated administrative tasks, and chatbots can shape the educational process effectively in future and modernize the future specialists’ training. The research results can be used within the educational institutions to increase the awareness of using artificial intelligence tools.
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