Intelligent Educational Technologies in Individual Learning: A Systematic Literature Review

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Bibliographic Details
Title: Intelligent Educational Technologies in Individual Learning: A Systematic Literature Review
Language: English
Authors: Nurassyl Kerimbayev, Karlygash Adamova, Rustam Shadiev, Zehra Altinay
Source: Smart Learning Environments. 2025 12.
Availability: Springer. Available from: Springer Nature. One New York Plaza, Suite 4600, New York, NY 10004. Tel: 800-777-4643; Tel: 212-460-1500; Fax: 212-460-1700; e-mail: customerservice@springernature.com; Web site: https://link.springer.com/
Peer Reviewed: Y
Page Count: 30
Publication Date: 2025
Document Type: Journal Articles
Information Analyses
Reports - Research
Descriptors: Intelligent Tutoring Systems, Artificial Intelligence, Computer Software, Databases, Research Reports, Individualized Instruction, Technology Uses in Education, Barriers
DOI: 10.1186/s40561-024-00360-3
ISSN: 2196-7091
Abstract: This review was conducted in order to determine the specific role of intelligent technologies in the individual learning experience. The research work included consider articles published between 2014 and 2024, found in Web of Science, Scopus, and ERIC databases, and selected among 933 ?articles on the topic. Materials were checked for compliance with the criteria for headings, annotations and full texts and then further analyzed. The research study includes 38 review articles that were selected based on a rigorous evaluation and selection process in accordance with the PRISMA methodology and the AMSTAR2 critical assessment strategy. As a result of the analysis, it was found that the scope of application of intelligent technologies in individual education in research is diverse, and the results of articles on this topic are heterogeneous. The article identifies aspects of the effective use of intelligent technologies in education, emerging difficulties and limitations, as well as provides examples of successful implementation in various educational institutions. Although there are advantages to using smart technologies in education in general, we should not ignore what needs to be considered. On this point, the article presents the difficulties that arise when using intelligent technologies in education, and ways to prevent them.
Abstractor: As Provided
Entry Date: 2025
Accession Number: EJ1455865
Database: ERIC
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  Data: Intelligent Educational Technologies in Individual Learning: A Systematic Literature Review
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  Data: <searchLink fieldCode="AR" term="%22Nurassyl+Kerimbayev%22">Nurassyl Kerimbayev</searchLink><br /><searchLink fieldCode="AR" term="%22Karlygash+Adamova%22">Karlygash Adamova</searchLink><br /><searchLink fieldCode="AR" term="%22Rustam+Shadiev%22">Rustam Shadiev</searchLink><br /><searchLink fieldCode="AR" term="%22Zehra+Altinay%22">Zehra Altinay</searchLink>
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  Data: <searchLink fieldCode="SO" term="%22Smart+Learning+Environments%22"><i>Smart Learning Environments</i></searchLink>. 2025 12.
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  Data: Springer. Available from: Springer Nature. One New York Plaza, Suite 4600, New York, NY 10004. Tel: 800-777-4643; Tel: 212-460-1500; Fax: 212-460-1700; e-mail: customerservice@springernature.com; Web site: https://link.springer.com/
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  Data: 30
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  Data: Journal Articles<br />Information Analyses<br />Reports - Research
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  Data: <searchLink fieldCode="DE" term="%22Intelligent+Tutoring+Systems%22">Intelligent Tutoring Systems</searchLink><br /><searchLink fieldCode="DE" term="%22Artificial+Intelligence%22">Artificial Intelligence</searchLink><br /><searchLink fieldCode="DE" term="%22Computer+Software%22">Computer Software</searchLink><br /><searchLink fieldCode="DE" term="%22Databases%22">Databases</searchLink><br /><searchLink fieldCode="DE" term="%22Research+Reports%22">Research Reports</searchLink><br /><searchLink fieldCode="DE" term="%22Individualized+Instruction%22">Individualized Instruction</searchLink><br /><searchLink fieldCode="DE" term="%22Technology+Uses+in+Education%22">Technology Uses in Education</searchLink><br /><searchLink fieldCode="DE" term="%22Barriers%22">Barriers</searchLink>
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  Data: 10.1186/s40561-024-00360-3
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  Data: 2196-7091
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  Data: This review was conducted in order to determine the specific role of intelligent technologies in the individual learning experience. The research work included consider articles published between 2014 and 2024, found in Web of Science, Scopus, and ERIC databases, and selected among 933 ?articles on the topic. Materials were checked for compliance with the criteria for headings, annotations and full texts and then further analyzed. The research study includes 38 review articles that were selected based on a rigorous evaluation and selection process in accordance with the PRISMA methodology and the AMSTAR2 critical assessment strategy. As a result of the analysis, it was found that the scope of application of intelligent technologies in individual education in research is diverse, and the results of articles on this topic are heterogeneous. The article identifies aspects of the effective use of intelligent technologies in education, emerging difficulties and limitations, as well as provides examples of successful implementation in various educational institutions. Although there are advantages to using smart technologies in education in general, we should not ignore what needs to be considered. On this point, the article presents the difficulties that arise when using intelligent technologies in education, and ways to prevent them.
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    Subjects:
      – SubjectFull: Intelligent Tutoring Systems
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      – SubjectFull: Artificial Intelligence
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      – SubjectFull: Research Reports
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      – SubjectFull: Individualized Instruction
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      – TitleFull: Intelligent Educational Technologies in Individual Learning: A Systematic Literature Review
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