Correction: AI-driven framework for automated competency formalization: from professional standards to adaptive learning outcomes (Frontiers in Computer Science, (2025), 7, (1710358), 10.3389/fcomp.2025.1710358)


Mukashova A. Tussupov J. Serikbayeva S. Mukhanova A. Sergaziyev M. Sambetbayeva M. Yerimbetova A. Lamasheva Z. Sadirmekova Z. Ramazanova V.
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Digital Education The affiliation of Aigerim Yerimbetova was erroneously given as: 3Institute of Information and Computing Technologies, Almaty, Kazakhstan. It should be: 3Institute of Information and Computational Technologies CS MSHE RK, Almaty, Kazakhstan 4School of Engineering and Information Technology, META University, Almaty, Kazakhstan The affiliation of Valiya Ramazanova was erroneously given as: 1Faculty of Information Technology, L. N. Gumilyov Eurasian National University, Astana, Kazakhstan. It should be: 1Faculty of Information Technology, L. N. Gumilyov Eurasian National University, Astana, Kazakhstan 6M. Utemisov West Kazakhstan University, Uralsk, Kazakhstan The affiliation of Zhanna Sadirmekova was erroneously given as: 2School of AI and Data Science, Astana IT University, Astana, Kazakhstan. It should be: 5School of Software Engineering, Astana IT University, Astana, Kazakhstan The affiliation “Institute of Information and Computational Technologies CS MSHE RK, Almaty, Kazakhstan” was erroneously written as “Institute of Information and Computing Technologies, Almaty, Kazakhstan.” The original version of this article has been updated. Copyright

artificial intelligence , competencies , competency map , formalization , GPT , professional standards

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Faculty of Information Technology, L. N. Gumilyov Eurasian National University, Astana, Kazakhstan
School of AI and Data Science, Astana IT University, Astana, Kazakhstan
Institute of Information and Computational Technologies CS MSHE RK, Almaty, Kazakhstan
School of Engineering and Information Technology, META University, Almaty, Kazakhstan
School of Software Engineering, Astana IT University, Astana, Kazakhstan
M. Utemisov West Kazakhstan University, Uralsk, Kazakhstan

Faculty of Information Technology
School of AI and Data Science
Institute of Information and Computational Technologies CS MSHE RK
School of Engineering and Information Technology
School of Software Engineering
M. Utemisov West Kazakhstan University

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