教育领域的人工智能:机遇、挑战和未来研究建议

Fahima Pub Date : 2024-07-15 DOI:10.54622/fahima.v3i2.350
Ghasa Faraasyatul ‘Alam, B. Wiyono, Burhanuddin Burhanuddin, M. Muslihati, Ani Mujaidah
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引用次数: 0

摘要

人工智能(AI)正在彻底改变生活的方方面面,包括教育。教育领域的人工智能(AIEd)有助于教师了解学生的学习过程,提供个性化和自适应学习,并提供即时反馈。它具有提高学习成绩和缩小教育差距的潜力。本研究旨在让研究人员、决策者、教师、学生和工程师参与有关人工智能教育的对话。它概述了有关机遇、挑战和未来研究建议的研究,重点关注具体的教育成果。要了解人工智能教育的功能,需要一个全面的视角。本研究利用文献计量分析和系统性文献综述对AIEd进行分析,并利用VOSviewer工具将结果以特定文献计量网络的形式呈现出来。研究发现,基于AIEd的环境正在促进学生的学习,但其个性化学习仍处于实验阶段。面临的挑战包括资源匮乏和道德问题。人工智能聊天机器人和交互式书籍有助于语言学习,但它们也有利有弊。人文学科必须平衡这些利弊。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Artificial Intelligence in Education World: Opportunities, Challenges, and Future Research Recommendations
Artificial Intelligence (AI) is revolutionizing various aspects of life, including education. AI in education (AIEd) fosters teachers' understanding of students' learning processes, offers personalized and adaptive learning, and provides instantaneous feedback. It has the potential to improve academic performance and reduce educational disparities. This study aims to engage researchers, policymakers, teachers, students, and engineers in a dialogue about AIEd. It provides an overview of studies on opportunities, challenges, and recommendations for future research, focusing on specific educational outcomes. A comprehensive perspective is needed to understand the function of AIEd. This research utilizes bibliometric analysis and systematic literature review to analyze AIEd, presenting results as a specific bibliometric network using the VOSviewer tool. Research findings that AIEd-based environments are enhancing student learning, but their personalized learning is still in its experimental stage. Challenges include a lack of resources and ethical concerns. AI chatbots and interactive books aid language learning, but they also have advantages and disadvantages. The humanities must balance these advantages and disadvantages.
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