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
  • [21] The use of artificial intelligence in learning management systems in the context of higher education Systematic literature review
    Manhica, Ruben
    Santos, Arnaldo
    Cravino, Jose
    2022 17TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI), 2022,
  • [22] A systematic review of research on artificial intelligence in higher education: Practice, gaps, and future directions in the GCC
    Fadlelmula, Fatma Kayan
    Qadhi, Saba Mansoon
    JOURNAL OF UNIVERSITY TEACHING AND LEARNING PRACTICE, 2024, 21 (06):
  • [23] Artificial intelligence in online higher education: A systematic review of empirical research from 2011 to 2020
    Ouyang, Fan
    Zheng, Luyi
    Jiao, Pengcheng
    EDUCATION AND INFORMATION TECHNOLOGIES, 2022, 27 (06) : 7893 - 7925
  • [24] Artificial intelligence in online higher education: A systematic review of empirical research from 2011 to 2020
    Fan Ouyang
    Luyi Zheng
    Pengcheng Jiao
    Education and Information Technologies, 2022, 27 : 7893 - 7925
  • [25] A meta systematic review of artificial intelligence in higher education: a call for increased ethics, collaboration, and rigour
    Bond, Melissa
    Khosravi, Hassan
    De Laat, Maarten
    Bergdahl, Nina
    Negrea, Violeta
    Oxley, Emily
    Pham, Phuong
    Chong, Sin Wang
    Siemens, George
    INTERNATIONAL JOURNAL OF EDUCATIONAL TECHNOLOGY IN HIGHER EDUCATION, 2024, 21 (01)
  • [26] A meta systematic review of artificial intelligence in higher education: a call for increased ethics, collaboration, and rigour
    Melissa Bond
    Hassan Khosravi
    Maarten De Laat
    Nina Bergdahl
    Violeta Negrea
    Emily Oxley
    Phuong Pham
    Sin Wang Chong
    George Siemens
    International Journal of Educational Technology in Higher Education, 21
  • [27] A systematic review of artificial intelligence in education in the arab world
    Alzahrani, Abdulaziz
    AMAZONIA INVESTIGA, 2022, 11 (54): : 293 - 305
  • [28] Application of artificial intelligence in physical education: a systematic review
    Zhou, Tong
    Wu, Xingliang
    Wang, Yudong
    Wang, Yilei
    Zhang, Shunan
    EDUCATION AND INFORMATION TECHNOLOGIES, 2024, 29 (07) : 8203 - 8220
  • [29] Artificial intelligence in mathematics education: A systematic literature review
    bin Mohamed, Mohamed Zulhilmi
    Hidayat, Riyan
    Suhaizi, Nurain Nabilah Binti
    Sabri, Norhafiza Binti Mat
    bin Mahmud, Muhamad Khairul Hakim
    Baharuddin, Siti Nurshafikah Binti
    INTERNATIONAL ELECTRONIC JOURNAL OF MATHEMATICS EDUCATION, 2022, 17 (03)
  • [30] The Role of Artificial Intelligence in Medical Education: A Systematic Review
    Tozsin, Atinc
    Ucmak, Harun
    Soyturk, Selim
    Aydin, Abdullatif
    Gozen, Ali Serdar
    Al Fahim, Maha
    Guven, Selcuk
    Ahmed, Kamran
    SURGICAL INNOVATION, 2024, 31 (04) : 415 - 423