在教育领域实施 ChatGPT 的挑战:系统文献综述

Iván Miguel García-López , Carina Soledad González González , María-Soledad Ramírez-Montoya , José-Martín Molina-Espinosa
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引用次数: 0

摘要

自 2022 年推出以来,ChatGPT 在高等教育领域引发了广泛关注,并引发了有关其益处、挑战和伦理影响的争论。本系统文献综述的时间跨度为 2019 年 1 月至 2024 年 1 月,分析了来自 Web of Science 和 Scopus 的 42 篇文章,以确定其学术整合中的关键机遇和挑战。其中出现了四个核心问题:(a) 技术整合与过时,强调需要可扩展的模块化基础设施;(b) 个性化与公平,关注个性化学习与避免算法偏见之间的平衡;(c) 数据质量与安全,强调透明的数据管理和强大的加密技术对保护敏感信息的重要性;(d) 道德规范与人类-人工智能合作,强调机构政策和教师持续干预对确保负责任和有效使用的重要性。本研究提出了采用人工智能的可持续战略建议,包括专业发展和公平性审计,同时强调了人类监督在最大限度发挥 ChatGPT 教育影响方面的关键作用,从而推动了相关讨论。最终,它为教育机构提供了可操作的见解,使人工智能的使用符合道德原则和长期教育目标。
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Challenges of implementing ChatGPT on education: Systematic literature review
Since its launch in 2022, ChatGPT has sparked considerable interest in higher education, raising debates about its benefits, challenges, and ethical implications. This systematic literature review, spanning January 2019 to January 2024, analyzes 42 articles from Web of Science and Scopus to identify key opportunities and challenges in its academic integration. Four core issues emerge: (a) technological integration and obsolescence, emphasizing the need for scalable, modular infrastructures; (b) personalization and equity, focusing on the balance between individualized learning and avoiding algorithmic bias; (c) data quality and security, highlighting the importance of transparent data management and robust encryption to protect sensitive information; and (d) ethics and human-AI collaboration, stressing the importance of institutional policies and continuous teacher intervention to ensure responsible and effective use. This study advances the discourse by recommending sustainable strategies for AI adoption, including professional development and fairness audits, while underscoring the critical role of human oversight in maximizing ChatGPT's educational impact. Ultimately, it offers actionable insights for institutions to align AI use with ethical principles and long-term educational goals.
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来源期刊
CiteScore
8.90
自引率
0.00%
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0
审稿时长
69 days
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