Artificial intelligence applications in Latin American higher education: a systematic review

被引:61
|
作者
Salas-Pilco, Sdenka Zobeida [1 ]
Yang, Yuqin [2 ]
机构
[1] Cent China Normal Univ, Fac Artificial Intelligence Educ, 152 Luoyu Rd, Wuhan 430079, Hubei, Peoples R China
[2] Cent China Normal Univ, Fac Artificial Intelligence Educ, Hubei Res Ctr Educ Informationizat, 152 Luoyu Rd, Wuhan 430079, Hubei, Peoples R China
基金
中国国家自然科学基金;
关键词
Artificial intelligence (AI); Higher education; Latin America; Machine learning; Deep learning; Natural language processing; Algorithm; Systematic review; PREDICTING ACADEMIC-PERFORMANCE; TEACHER PERFORMANCE; NEURAL-NETWORKS;
D O I
10.1186/s41239-022-00326-w
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Over the last decade, there has been great research interest in the application of artificial intelligence (AI) in various fields, such as medicine, finance, and law. Recently, there has been a research focus on the application of AI in education, where it has great potential. Therefore, a systematic review of the literature on AI in education is therefore necessary. This article considers its usage and applications in Latin American higher education institutions. After identifying the studies dedicated to educational innovations brought about by the application of AI techniques, this review examines AI applications in three educational processes: learning, teaching, and administration. Each study is analyzed for the AI techniques used, such as machine learning, deep learning, and natural language processing, the AI tools and algorithms that are applied, and the main education topic. The results reveal that the main AI applications in education are: predictive modelling, intelligent analytics, assistive technology, automatic content analysis, and image analytics. It is further demonstrated that AI applications help to address important education issues (e.g., detecting students at risk of dropping out) and thereby contribute to ensuring quality education. Finally, the article presents the lessons learned from the review concerning the application of AI technologies in higher education in the Latin American context.
引用
收藏
页数:20
相关论文
共 50 条
  • [41] Artificial intelligence applications in restorative dentistry: A systematic review
    Revilla-Leon, Marta
    Gomez-Polo, Miguel
    Vyas, Shantanu
    Barmak, Abdul Basir
    Ozcan, Mutlu
    Att, Wael
    Krishnamurthy, Vinayak R.
    JOURNAL OF PROSTHETIC DENTISTRY, 2022, 128 (05): : 867 - 875
  • [42] Artificial intelligence applications in implant dentistry: A systematic review
    Revilla-Leon, Marta
    Gomez-Polo, Miguel
    Vyas, Shantanu
    Barmak, Basir A.
    Galluci, German O.
    Att, Wael
    Krishnamurthy, Vinayak R.
    JOURNAL OF PROSTHETIC DENTISTRY, 2023, 129 (02): : 293 - 300
  • [43] Artificial intelligence applications in the football codes: A systematic review
    Elstak, Isaiah
    Salmon, Paul
    Mclean, Scott
    JOURNAL OF SPORTS SCIENCES, 2024, 42 (13) : 1184 - 1199
  • [44] Applications of Artificial Intelligence in Pediatric Oncology: A Systematic Review
    Ramesh, Siddhi
    Chokkara, Sukarn
    Shen, Timothy
    Major, Ajay
    Volchenboum, Samuel L.
    Mayampurath, Anoop
    Applebaum, Mark A.
    JCO CLINICAL CANCER INFORMATICS, 2021, 5 : 1208 - 1219
  • [45] A Systematic Review of Artificial Intelligence Applications in Cellular Networks
    Eli-Chukwu, Ngozi Clara
    Aloh, J. M.
    Ezeagwu, Christopher Ogwugwuam
    ENGINEERING TECHNOLOGY & APPLIED SCIENCE RESEARCH, 2019, 9 (04) : 4504 - 4510
  • [46] Applications of artificial intelligence in engineering and manufacturing: a systematic review
    Isaac Kofi Nti
    Adebayo Felix Adekoya
    Benjamin Asubam Weyori
    Owusu Nyarko-Boateng
    Journal of Intelligent Manufacturing, 2022, 33 : 1581 - 1601
  • [47] Discourses of artificial intelligence in higher education: a critical literature review
    Bearman, Margaret
    Ryan, Juliana
    Ajjawi, Rola
    HIGHER EDUCATION, 2023, 86 (02) : 369 - 385
  • [48] Discourses of artificial intelligence in higher education: a critical literature review
    Margaret Bearman
    Juliana Ryan
    Rola Ajjawi
    Higher Education, 2023, 86 : 369 - 385
  • [49] The Effect of Generative Artificial Intelligence on Cognitive Thinking Skills in Higher Education Institutions: A Systematic Literature Review
    Moongela, Harry
    Matthee, Machdel
    Turpin, Marita
    van der Merwe, Alta
    ARTIFICIAL INTELLIGENCE RESEARCH, SACAIR 2024, 2025, 2326 : 355 - 371
  • [50] State of knowledge on the use and applications of artificial intelligence (AI) in higher education
    Garcia Arambula, Cintia Germania
    Beltran Zhizhko, Gali Aleksandra
    Fernando Marrufo, Luis
    9TH VIRTUAL INTERNATIONAL CONFERENCE ON EDUCATION, INNOVATION AND ICT, EDUNOVATIC 2024, 2024, : 72 - 77