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Effect of LMS Live Forum with Deep Learning Approach on Students’ Collaborative Skills Amarulloh, Adhitya; Riski Dwi Andrian; Muhammad Maulidun Mufid; Isna Qurrotun Aini; Wanda Ani Nizar Auliya
Epistema Vol. 6 No. 2 (2025)
Publisher : Universitas Negeri Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21831/ep.v6i2.93217

Abstract

This study investigates the effect of LMS live forum activities integrated with a deep learning approach on the collaborative skills of higher education students. The research employed a one-group pretest–posttest design involving 30 undergraduate students enrolled in an Educational Technology course at a public university in Indonesia. Students participated in a series of synchronous live forum sessions in the LMS, structured using deep learning principles such as critical questioning, conceptual exploration, and collaborative problem solving. Data on collaboration skills were collected using a performance-based rubric and analyzed through descriptive statistics, the Shapiro–Wilk normality test, and a paired samples t-test. The results showed a significant increase in students’ collaborative skills after the intervention, with the mean score rising from 27.07 to 38.73. The paired t-test indicated a highly significant difference (p = .000), and the effect size (Cohen’s d = 3.70) demonstrated a very large and meaningful impact of the intervention. These findings suggest that the integration of deep learning strategies into synchronous LMS discussions fosters deeper engagement, enhances interaction quality, and supports more equitable collaborative performance among students. It is recommended that educators adopt structured deep learning–based live forum activities to strengthen collaboration competencies in digital learning environments. Future research may explore long-term effects, larger samples, and additional LMS features to optimize collaborative learning outcomes.
Artificial Intelligence in Learning Transformation: Opportunities and Challenges for Educational Technology Wanda Ani Nizar Auliya; Bahrul Dwi Kurniawan; Maraftul Afdilia; Havi Ayuning Tyas; Genta Aldi Saputra
Journal on Smart Learning Technologies Vol. 2 No. 2 (2026): Journal on Smart Learning Technologies
Publisher : Universitas Negeri Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26740/jslt.v2i2.53211

Abstract

The transformation of vocational education in the digital era necessitates the integration of instructional media capable of bridging industry demands with learning processes in schools. This study aims to describe the current use of instructional media in the Visual Communication Design (VCD) program at SMKN 2 Jiwan, identify the challenges encountered in its implementation, and analyze the need for the development of industry-based interactive learning media. The study employed a descriptive qualitative approach with a case study design. Data were collected through observations, interviews, and documentation, and subsequently analyzed using the interactive analysis model, which consists of data reduction, data display, and conclusion drawing. The findings indicate that the instructional media currently utilized are still predominantly conventional, including direct demonstrations and static media, which have not fully supported self-paced learning and project-based learning approaches. In addition, limitations in educational facilities and infrastructure, particularly the shortage of practical equipment, constitute a major challenge in the learning process. Existing media are also unable to comprehensively represent industry workflows, especially during the pre-production, production, and post-production stages. On the other hand, students expressed a strong need for interactive, visually rich learning media that can be accessed through mobile devices. The study concludes that the development of digital interactive learning media integrating industry workflows represents a relevant solution for enhancing the effectiveness of vocational learning. Such media are expected to foster students’ learning autonomy, address limitations in practical learning facilities, and improve students’ work readiness through the implementation of the Teaching Factory approach.