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Implementation of Deep Learning in Education: Towards Mindful, Meaningful, and Joyful Learning Experiences
Open accessAbstract
The deep learning approach in education has emerged as a promising pedagogical framework for transforming the learning experience to be more holistic, reflective, and aligned with the needs of the twenty‑first century. This study seeks to conceptually explore how the principles of mindful, meaningful, and joyful learning may be integrated through deep learning–based instructional strategies. The methodology comprises a systematic literature review and a conceptual analysis of pertinent academic publications, research reports, and innovative educational practices. Findings reveal that strategies such as personalized learning, project‑based learning, game‑based learning, and community engagement effectively enhance student engagement, critical thinking skills, and intrinsic motivation. Nonetheless, the implementation of deep learning approaches continues to encounter significant challenges, including educator preparedness, limitations in technological infrastructure, and the misalignment of conventional assessment systems. This article recommends the enactment of progressive policy support, the enhancement of professional capacity among educators, and further empirical research to evaluate the efficacy of deep learning strategies across broader contexts. It is anticipated that these findings will contribute to the advancement of more adaptive, inclusive, and empowering educational policies and practices.
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“This aligns with the view of (Andayanie et al., 2025), who assert that student-centered learning is effective when students are given opportunities to participate through media that support two-way communication and active learning experiences.”
From Wordwall and Interactive Flat Panel (IFP) as Student-Centered, Deep Learning-Based Media for Islamic Education in Elementary Schools (2026) · cites this paper as Andayanie et al., 2025
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“Furthermore, the implementation of studentcentered learning positions the teacher as a facilitator who guides students in discovering meaning, rather than merely a conveyor of information (Aji et al., 2023; Andayanie et al., 2025).”
From Wordwall and Interactive Flat Panel (IFP) as Student-Centered, Deep Learning-Based Media for Islamic Education in Elementary Schools (2026) · cites this paper as Andayanie et al., 2025
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Cited by
Sorted by citations
Baharsyah, A. T., Kusumawati, R., & Mushoffa, A. (2026) · Jurnal Progress: Wahana Kreativitas dan Intelektualitas · doi:10.31942/pgrs.v14i1.15219
“Furthermore, the implementation of student-centered learning positions the teacher as a facilitator who guides students in discovering meaning, rather than merely a conveyor of information (Aji et al., 2023; Andayanie et al., 2025).”
Metadata
- Authors
- Andayanie, L. M., Adhantoro, M. S., Purnomo, E., & Kurniaji, G. T.
- Affiliations
- Muhammadiyah University of Surakarta (ID)
- Universitas Gadjah Mada (ID)
- Venue
- Journal of Deep Learning
- Publisher
- Universitas Muhammadiyah Surakarta
- Published
- 2025-06-19
- Pages
- 47-56
- ISSN
- 3110-7591 (ISSN-L)
- OpenAlex
- W7118195069
- Cited by
- 21
- References
- 0
- Citations by year
- 2026: 20 · 2025: 1
- FWCI
- 64.97
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Journal of Deep Learning (publishedVersion, cc-by)
- Topics
- Social Sciences › Education › Educational Curriculum and Learning Methods
- Social Sciences › Psychology › Developmental and Educational Psychology › Innovative Teaching and Learning Methods
- Social Sciences › Psychology › Developmental and Educational Psychology › Educational methodologies and cognitive development
- Keywords
- deep learning pedagogy, mindful learning, meaningful learning, joyful learning, personalized learning, project-based learning, game-based learning, community participation, student engagement, critical thinking, intrinsic motivation, teacher readiness, educational technology infrastructure, evaluation system, education policy, teacher professional development
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- Andayanie, L. M., Adhantoro, M. S., Purnomo, E., & Kurniaji, G. T. (2025). Implementation of Deep Learning in Education: Towards Mindful, Meaningful, and Joyful Learning Experiences. Journal of Deep Learning. https://doi.org/10.23917/jdl.v1i1.11157