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Analysis of the Effectiveness of Artificial Intelligence as a Learning Medium Imansyah, M. Nur; Supriyadin, Supriyadin; Prayudi, Andi
Jurnal Ilmiah Mandala Education (JIME) Vol 12, No 1 (2026): Jurnal Ilmiah Mandala Education (Januari)
Publisher : Lembaga Penelitian dan Pendidikan Mandala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58258/jime.v12i1.10165

Abstract

The rapid development of Artificial Intelligence (AI) has driven significant transformation in the education sector, particularly in its application as a learning medium. AI offers the potential to enhance learning quality through personalization, automated feedback, and real-time learning analytics. This article aims to analyze the effectiveness of AI as a learning medium based on empirical research findings and systematic reviews published over the last five years. The research employs a literature review method by examining relevant national and international journal articles. The results indicate that AI-based learning media are generally effective in improving learning outcomes, student motivation, and engagement, especially when integrated with appropriate instructional design. However, AI implementation also faces challenges related to infrastructure limitations, teacher readiness, and ethical and data privacy issues. Therefore, comprehensive implementation strategies are required to ensure that AI can be optimally and sustainably utilized as a learning medium.
Implementation of Cisco Packet Tracer–Based Learning Media Integrated with a Learning Management System (LMS) at SMK Bangun Negeri Hu’u Imansyah, M. Nur; Supriyadin, Supriyadin; Prayudi, Andi
JUPE : Jurnal Pendidikan Mandala Vol 11, No 1 (2026): JUPE : Jurnal Pendidikan Mandala (Februari)
Publisher : Lembaga Penelitian dan Pendidikan Mandala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58258/jupe.v11i1.10166

Abstract

The development of technology-based learning media is a strategic necessity in vocational education to improve instructional quality and teacher competence. Computer networking instruction often encounters limitations related to the availability of practical equipment and the high cost of laboratory infrastructure. This study aims to develop and implement learning media based on the Cisco Packet Tracer simulator integrated with a Learning Management System (LMS) using the ADDIE development model. This research employed a Research and Development approach involving 20 teachers from SMK Bangun Negeri Hu’u as research participants. Data were collected through practicality questionnaires, effectiveness questionnaires, and observations. The results indicate that the developed learning media achieved an average practicality score of 3.52 and an effectiveness score of 3.47 on a four-point Likert scale, both categorized as very good. These findings demonstrate that Cisco Packet Tracer–based learning media integrated with an LMS are practical and effective in supporting computer networking instruction in vocational high schools.