Impact of artificial intelligence on assessment methods in primary and secondary education: Systematic literature review

被引:4
|
作者
Martinez-Comesana, Miguel [1 ]
Rigueira-Diaz, Xurxo [2 ]
Larranaga-Janeiro, Ana [3 ]
Martinez-Torres, Javier [4 ,5 ]
Ocarranza-Prado, Iago [5 ]
Kreibel, Denis [6 ]
机构
[1] Univ Vigo, Escuela Tecn Super Ingn Ind, Dept Ingn Mecan Motores Term & Mecan Fluidos, CINTECX, Maxwell s-n, Vigo 36310, Spain
[2] Univ Vigo, Dept Ingn Recursos Nat & Medio Ambiente, Vigo 36310, Spain
[3] Univ Vigo, CINTECX, Lagoas Marcosende s-n, Vigo 36310, Pontevedra, Spain
[4] Escuela Tecn Super Telecomunicac, Dept Matemat Aplicadas 1, Valencia, Spain
[5] Possible Inc SL, Vigo 36211, Spain
[6] Smiletronix SL, Pl Urquinaona 6, Barcelona 08010, Spain
来源
REVISTA DE PSICODIDACTICA | 2023年 / 28卷 / 02期
关键词
Education; Artificial intelligence; Educational robots; Neural networks; Ubiquitous learning; Predictive analytics; PREDICTION; QUALITY;
D O I
10.1016/j.psicod.2023.06.001
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
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. (c) 2023 Universidad de Pais Vasco. Published by Elsevier Espana, S.L.U. All rights reserved.
引用
收藏
页码:93 / 103
页数:11
相关论文
共 50 条
  • [1] Artificial intelligence in education: A systematic literature review
    Wang, Shan
    Wang, Fang
    Zhu, Zhen
    Wang, Jingxuan
    Tran, Tam
    Du, Zhao
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2024, 252
  • [2] ASSESSMENT METHODS: OF ARTIFICIAL INTELLIGENCE SUPPORTED HEALTH TECHNOLOGIES: A SYSTEMATIC LITERATURE REVIEW
    Daugbjerg, S.
    Di Bidino, R.
    Fiore, A.
    Cicchetti, A.
    [J]. VALUE IN HEALTH, 2022, 25 (01) : S188 - S188
  • [3] 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
    [J]. INTERNATIONAL ELECTRONIC JOURNAL OF MATHEMATICS EDUCATION, 2022, 17 (03)
  • [4] Benefits, Challenges, and Methods of Artificial Intelligence (AI) Chatbots in Education: A Systematic Literature Review
    Goekcearslan, Sahin
    Tosun, Cansel
    Erdemir, Zeynep Gizem
    [J]. INTERNATIONAL JOURNAL OF TECHNOLOGY IN EDUCATION, 2024, 7 (01): : 19 - 39
  • [5] Artificial Intelligence Tools Applied to Education: A Systematic Literature Review
    Yerbabuena Torres, Carlos Fernando
    Villagomez Cabezas, Alexandra Valeria
    Yerbabuena Torres, Ana Rocío
    Mendoza Torres, Nathalie Abigail
    [J]. International Journal of Interactive Mobile Technologies, 2024, 18 (24) : 155 - 174
  • [6] Artificial Intelligence Techniques for Distance Education: A Systematic Literature Review
    Aljarrah, Aayat
    Ababneh, Mustafa
    Karagozlu, Damla
    Ozdamli, Fezile
    [J]. TEM JOURNAL-TECHNOLOGY EDUCATION MANAGEMENT INFORMATICS, 2021, 10 (04): : 1621 - 1629
  • [7] ARTIFICIAL INTELLIGENCE IN DISTANCE EDUCATION: A SYSTEMATIC LITERATURE REVIEW OF BRAZILIAN STUDIES
    Durso, Samuel de Oliveira
    Arruda, Eucidio Pimenta
    [J]. PROBLEMS OF EDUCATION IN THE 21ST CENTURY, 2022, 80 (05) : 679 - 692
  • [8] Artificial Intelligence to Support the Training and Assessment of Professionals: A Systematic Literature Review
    Albaladejo-González, Mariano
    Ruipérez-Valiente, José A.
    Gmez Mármol, Félix
    [J]. ACM Computing Surveys, 2024, 57 (03)
  • [9] How can artificial intelligence impact sustainability: A systematic literature review
    Kar, Arpan Kumar
    Choudhary, Shweta Kumari
    Singh, Vinay Kumar
    [J]. JOURNAL OF CLEANER PRODUCTION, 2022, 376
  • [10] A systematic literature review of game-based learning in Artificial Intelligence education
    Zhan, Zehui
    Tong, Yao
    Lan, Xixin
    Zhong, Baichang
    [J]. INTERACTIVE LEARNING ENVIRONMENTS, 2024, 32 (03) : 1137 - 1158