AI technologies for education: Recent research & future directions

被引:0
|
作者
Zhang K. [1 ]
Aslan A.B. [2 ]
机构
[1] Wayne State University, 385Education, Detroit, 48202, MI
[2] Eastern Michigan University, 203Boone Hall, Ypsilanti, 48197, MI
来源
Zhang, Ke (Ke.zhang@wayne.edu) | 2021年 / Elsevier B.V.卷 / 02期
关键词
AI; AI in Education; Artificial intelligence;
D O I
10.1016/j.caeai.2021.100025
中图分类号
学科分类号
摘要
From unique educational perspectives, this article reports a comprehensive review of selected empirical studies on artificial intelligence in education (AIEd) published in 1993–2020, as collected in the Web of Sciences database and selected AIEd-specialized journals. A total of 40 empirical studies met all selection criteria, and were fully reviewed using multiple methods, including selected bibliometrics, content analysis and categorical meta-trends analysis. This article reports the current state of AIEd research, highlights selected AIEd technologies and applications, reviews their proven and potential benefits for education, bridges the gaps between AI technological innovations and their educational applications, and generates practical examples and inspirations for both technological experts that create AIEd technologies and educators who spearhead AI innovations in education. It also provides rich discussions on practical implications and future research directions from multiple perspectives. The advancement of AIEd calls for critical initiatives to address AI ethics and privacy concerns, and requires interdisciplinary and transdisciplinary collaborations in large-scaled, longitudinal research and development efforts. © 2021 The Authors
引用
收藏
相关论文
共 50 条
  • [41] AI/ML in Security Orchestration, Automation and Response: Future Research Directions
    Kinyua, Johnson
    Awuah, Lawrence
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2021, 28 (02): : 527 - 545
  • [42] AI-Based Conversational Agents: A Scoping Review From Technologies to Future Directions
    Kusal, Sheetal
    Patil, Shruti
    Choudrie, Jyoti
    Kotecha, Ketan
    Mishra, Sashikala
    Abraham, Ajith
    IEEE ACCESS, 2022, 10 : 92337 - 92356
  • [43] Electric vehicles: Battery technologies, charging standards, AI communications, challenges, and future directions
    Amer, Mohammed
    Masri, Jafar
    Dababat, Alya'
    Sajjad, Uzair
    Hamid, Khalid
    ENERGY CONVERSION AND MANAGEMENT-X, 2024, 24
  • [44] Editorial: Recent advances and future directions in facial appearance research
    Ueda, Yoshiyuki
    Nakamura, Koyo
    Saegusa, Chihiro
    Ito, Ayahito
    FRONTIERS IN PSYCHOLOGY, 2023, 14
  • [45] Machine learning in marketing: Recent progress and future research directions
    Herhausen, Dennis
    Bernritter, Stefan F.
    Ngai, Eric W. T.
    Kumar, Ajay
    Delen, Dursun
    JOURNAL OF BUSINESS RESEARCH, 2024, 170
  • [46] Recent advances and future research directions in bulk metallic glasses
    Gottschall, RJ
    MATERIALS TRANSACTIONS, 2001, 42 (04) : 548 - 550
  • [47] International terrorism and mental health - Recent research and future directions
    Fischer, Peter
    Ai, Amy L.
    JOURNAL OF INTERPERSONAL VIOLENCE, 2008, 23 (03) : 339 - 361
  • [48] A review of consumer affinity research: recent advances and future directions
    Mar Serrano-Arcos, M.
    Sanchez-Fernandez, Raquel
    Carlos Perez-Mesa, Juan
    Riefler, Petra
    INTERNATIONAL MARKETING REVIEW, 2022, 39 (05) : 1252 - 1282
  • [49] Outcomes research in pediatric settings: Recent trends and future directions
    Forrest, CB
    Shipman, SA
    Dougherty, D
    Miller, MR
    PEDIATRICS, 2003, 111 (01) : 171 - 178
  • [50] Psychological research and intersex/DSD: recent developments and future directions
    Roen, Katrina
    Pasterski, Vickie
    PSYCHOLOGY & SEXUALITY, 2014, 5 (01) : 102 - 116