Syllabus Design and Planning with Artificial Intelligence and the Potential of Generative AI

被引:0
作者
Kozhanov, Murat [1 ]
Mosavi, Amir [2 ,3 ]
Amirov, Azamat [1 ]
Kaibassova, Dinara [4 ]
Poser, Valeria [5 ]
Shakhatova, Aliya [1 ]
La Lira [6 ]
Eigner, Gyorgy [5 ]
机构
[1] Abylkas Sagninov Karaganda Tech Univ, Dept Informat & Comp Syst, Kazakhstan, Kazakhstan
[2] Obuda Univ, Budapest, Hungary
[3] Ludovika Univ Publ Serv, Budapest, Hungary
[4] Astana IT Univ, Dept Comp Engn, Astana, Kazakhstan
[5] Obuda Univ Budapest, John von Neumann Fac Informat, Budapest, Hungary
[6] LN Gumilyov Eurasian Natl Univ, Dept Informat Syst, Astana, Kazakhstan
来源
2024 IEEE 24TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND INFORMATICS, CINTI | 2024年
关键词
syllabus design; educational framework; learning objectives; artificial intelligence; tutoring systems; educational data analysis; personalized learning; syllabus optimization; syllabus; machine learning; deep learning; generative AI; ChatGPT; large language models; data science; big data; AI; XAI; teaching; learning; education; higher education; research; survey; review; Systematic review; literature review; mathematics; applied mathematics; applied informatics; information sciences; information systems; data mining; soft computing; curriculum; SKILLS;
D O I
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学科分类号
摘要
This article introduces a methodology to identify the fundamental studies carried out using artificial intelligence for syllabus design and planning. A taxonomy of the most relevant studies is presented based on the method and applications. The main studies in the field are reviewed and their contributions are emphasized. The meta-analysis of the results presents the extent and applicability of artificial intelligence in syllabus design and planning. The result shows the essential role of machine learning in the development and improving the process of syllabus design and planning.
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页码:257 / 264
页数:8
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