Reconceptualizing Self-Directed Learning in the Era of Generative AI: An Exploratory Analysis of Language Learning

被引:10
|
作者
Li, Belle [1 ]
Bonk, Curtis J. [2 ]
Wang, Chaoran [3 ]
Kou, Xiaojing [2 ]
机构
[1] Purdue Univ, W Lafayette, IN 47907 USA
[2] Indiana Univ, Bloomington, IN 47405 USA
[3] Colby Coll, Waterville, ME 04901 USA
关键词
Artificial intelligence (AI); ChatGPT; language learning; self-directed learning (SDL); YouTuber;
D O I
10.1109/TLT.2024.3386098
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
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 the SDL framework in the consideration of generative artificial intelligence (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 self-directed language learning (SDLL) and provides implications for the development of learning technologies and research on AI-facilitated SDL.
引用
收藏
页码:1515 / 1529
页数:15
相关论文
共 50 条
  • [1] Exploring Inventions in Self-Directed Language Learning with Generative AI: Implementations and Perspectives of YouTube Content Creators
    Li, Belle
    Wang, Chaoran
    Bonk, Curtis J.
    Kou, Xiaojing
    TECHTRENDS, 2024, 68 (04) : 803 - 819
  • [2] Self-Directed Learning for Community Health Workers in Malawi Through Generative AI
    Taylor, Amelia
    Magwira, Macphail
    Chamangwana, Chimwemwe
    Chapuma, Evelyn
    Liwewe, Thokozani
    Kankhwali, Chisomo
    2024 IEEE 12TH INTERNATIONAL CONFERENCE ON HEALTHCARE INFORMATICS, ICHI 2024, 2024, : 574 - 579
  • [3] Self-directed Learning in Language Teaching-learning Processes
    Moradi, Hamzeh
    MODERN JOURNAL OF LANGUAGE TEACHING METHODS, 2018, 8 (06): : 60 - 65
  • [4] Students' Self-Directed Learning at Language University
    Yakovleva, Anastasia Nikolaevna
    Savvina, Irina Lvovna
    Popova, Sakhaya Afanasievna
    Sleptsova, Galina Nikolaevna
    PROPOSITOS Y REPRESENTACIONES, 2020, 8
  • [5] Self-directed learning contracts to individualize language learning in the classroom
    McGarrell, HM
    FOREIGN LANGUAGE ANNALS, 1996, 29 (03) : 495 - 508
  • [6] Analyzing the Role of Generative AI in Fostering Self-directed Learning Through Structured Prompt Engineering
    Garg, Ashish
    Rajendran, Ramkumar
    GENERATIVE INTELLIGENCE AND INTELLIGENT TUTORING SYSTEMS, PT I, ITS 2024, 2024, 14798 : 232 - 243
  • [7] Psychometric Analysis of a Self-Directed Learning Scale Based on Garrison Self-Directed Learning Theory
    Cerda, Cristian
    Lopez, Omar
    Osses, Sonia
    Saiz, Jose L.
    REVISTA IBEROAMERICANA DE DIAGNOSTICO Y EVALUACION-E AVALIACAO PSICOLOGICA, 2015, 1 (39): : 46 - 56
  • [8] Reorienting self-directed learning for the creative digital era
    Karakas, Fahri
    Manisaligil, Alperen
    EUROPEAN JOURNAL OF TRAINING AND DEVELOPMENT, 2012, 36 (07) : 712 - 731
  • [9] Self-directed learning
    Sandars, John
    Walsh, Kieran
    EDUCATION FOR PRIMARY CARE, 2016, 27 (02) : 151 - 152
  • [10] SELF-DIRECTED LEARNING
    KNOX, AB
    AMERICAN PHARMACY, 1980, 20 (09): : 47 - 48