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Redefining Learning Pathways: The Impact of AI-Enhanced Micro-Credentials on Education Efficiency

Redefining Learning Pathways: The Impact of AI-Enhanced Micro-Credentials on Education Efficiency
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Author(s): Andi Asrifan (Universitas Negeri Makassar, Indonesia), Sadaruddin Sadaruddin (Universitas Islam Makassar, Indonesia), Ashar Ashar (Universitas Islam Makassar, Indonesia), Jusmaniar Nonci (Universitas Islam Makassar, Indonesia), Trisno Setiawan (Universitas Negeri Makassar, Indonesia)and Erniati Erniati (Universitas Islam Makassar, Indonesia)
Copyright: 2025
Pages: 32
Source title: Integrating Micro-Credentials With AI in Open Education
Source Author(s)/Editor(s): Gürhan Durak (Balıkesir University, Balıkesir, Turkey)and Serkan Çankaya (İzmir Democracy University, Turkey)
DOI: 10.4018/979-8-3693-5488-9.ch012

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Abstract

AI-enhanced micro-credentials can optimize learning pathways, improve access to education, and boost workforce skills, according to this report. It addresses traditional education delivery model issues and an increasing requirement for lifelong learning. An AI expert system tool called EDMENTUM validates credentials and customizes learning routes in the quasi-experimental study on AI-enhanced micro-credentials and learning efficiency. Discussing micro-credentials history and integration with AI, case examples show their practical use. The document also emphasizes linking education with industrial demands and addressing fairness, access, data privacy, and security issues for policy and practice. AI-enhanced micro-credentials have many benefits, but careful design and execution are needed to maintain data transparency, trust, and management.

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