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All Journal Journal of Deep Learning
Muhammad Affan Baihaqi
Faculty of Teacher Training and Education, Universitas Muhammadiyah Surakarta
Education Languange, Linguistic, Communication & Media Social Sciences

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Journal : journal of deep learning

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Reimagining 21st-Century Higher Education: A Literature-Based Exploration of Deep Learning for Cognitive, Social, and Emotional Skill Development Muhammad Affan Baihaqi; Harun Joko Prayitno; Naufal Ishartono; Sri Sat Titi Hamranani; Candra Anugrah Putra; Muhammad Nizaar
Journal of Deep Learning Vol. 1, No. 2, December 2025
Publisher : Universitas Muhammadiyah Surakarta in Collaboration with Kemdikdasmen RI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23917/jdl.v1i2.11600

Abstract

The transformation of higher education in the era of global communication demands a paradigm shift in learning that not only focuses on content mastery but also emphasizes the development of higher-order thinking skills and readiness to face 21st-century challenges. This article aims to comprehensively examine the concept, urgency, and implementation strategies of deep learning in higher education. This study employs a qualitative approach through literature review by analyzing various relevant national scientific sources. The findings indicate that deep learning enhances students’ conceptual understanding, cognitive engagement, and the development of social and emotional dimensions in learning. Its implementation strategies include formulating learning objectives based on constructive alignment, utilizing digital technology, applying active learning methods such as Project-Based Learning and flipped classrooms, as well as incorporating authentic assessments. This article recommends the integration of deep learning as a holistic, adaptive, and contextual learning approach to improve the quality of higher education amid global complexities and technological advancements.
Co-Authors Candra Anugrah Putra Harun Joko Prayitno Muhammad Nizaar Naufal Ishartono Sri Sat Titi Hamranani