计算机科学
生成语法
语言习得
生成模型
主题分析
探索性研究
认知科学
人工智能
数学教育
定性研究
社会学
心理学
社会科学
作者
Belle Li,Curtis J. Bonk,Chaoran Wang,Xiaojing Kou
出处
期刊:IEEE Transactions on Learning Technologies
[Institute of Electrical and Electronics Engineers]
日期:2024-01-01
卷期号:17: 1515-1529
被引量:11
标识
DOI:10.1109/tlt.2024.3386098
摘要
This exploratory analysis investigates the integration of ChatGPT in self-directed learning (SDL). Specifically, this study examines YouTube content creators' language learning experiences and the role of ChatGPT in their SDL, building upon Song and Hill's conceptual model of SDL in online contexts. Thematic analysis of interviews with 19 YouTubers and relevant video contents reveals distinct constructs of ChatGPT integrated SDL, suggesting a reconceptualization and refinement of SDL framework in consideration of generative AI. This framework emphasizes critical aspects of utilizing ChatGPT as an SDL tool on two distinct levels: (1) the interactive relationships and interplay between learners' personal traits and their ongoing learning processes (local), and (2) the evolving nature of SDL in the rapidly advancing landscape of generative AI, with socio-political-cultural foundations of AI constantly shaping the learning environment where SDL occurs (global). The study highlights the potential of ChatGPT as a tool for promoting SDLL and provides implications for the development of learning technologies and research on AI-facilitated SDL.
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