人工智能对中小学教育评估方法的影响:系统文献综述

IF 3.8 1区 心理学 Q1 EDUCATION & EDUCATIONAL RESEARCH Revista De Psicodidactica Pub Date : 2023-07-01 DOI:10.1016/j.psicod.2023.06.001
Miguel Martínez-Comesaña , Xurxo Rigueira-Díaz , Ana Larrañaga-Janeiro , Javier Martínez-Torres , Iago Ocarranza-Prado , Denis Kreibel
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引用次数: 1

摘要

人工智能在各个方面的结合可以丰富教育部门。人工智能领域及其在教育部门的应用产生了一个多学科领域,将计算机科学、统计学、心理学,当然还有教育结合在一起。在此背景下,本综述旨在综合现有研究,重点是使用一些人工智能工具改进中小学生评估。因此,在2010年至2023年间发表的9项原始研究(641名参与者)符合本系统文献综述中定义的纳入标准。人工智能在这些较低教育水平的学生评估中的主要贡献集中在预测他们的表现,通过神经网络或自然语言处理自动化和使评估更加客观,使用教育机器人分析他们的学习过程,以及检测使课堂更具吸引力的特定因素。这篇综述展示了人工智能可以为教育带来的可能性和现有用途,特别是在评估中小学学生表现方面。
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Impacto de la inteligencia artificial en los métodos de evaluación en la educación primaria y secundaria: revisión sistemática de la literatura

The educational sector can be enriched by the incorporation of artificial intelligence (AI) in various aspects. The field of artificial intelligence and its applications in the education sector give rise to a multidisciplinary field that brings together computer science, statistics, psychology and, of course, education. Within this context, this review aimed to synthesise existing research focused on provide improvements on primary/secondary student assessment using some AI tool. Thus, nine original research studies (641 participants), published between 2010 and 2023, met the inclusion criteria defined in this systematic literature review. The main contributions of the application of AI in the assessment of students at these lower educational levels focus on predicting their performance, automating and making evaluations more objective by means of neural networks or natural language processing, the use of educational robots to analyse their learning process, and the detection of specific factors that make classes more attractive. This review shows the possibilities and already existing uses that AI can bring to education, specifically in the evaluation of student performance at the primary and secondary levels.

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来源期刊
CiteScore
6.60
自引率
5.60%
发文量
18
审稿时长
35 days
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