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
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