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All Journal Journal of Educational Science and Technology Sistemasi: Jurnal Sistem Informasi Jurnal Mercumatika : Jurnal Penelitian Matematika dan Pendidikan Matematika Metodik Didaktik JURNAL MEDIA INFORMATIKA BUDIDARMA PRISMA Proceedings of the 1st UR International Conference on Educational Sciences JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI JURNAL PENDIDIKAN TAMBUSAI JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) EDUMATIC: Jurnal Pendidikan Informatika JURNAL TEKNOLOGI INFORMASI JUTIS : Jurnal Teknik Informatika Informatika Jurnal Pendidikan Teknologi Informasi dan Vokasional JOURNAL OF INFORMATION SYSTEM MANAGEMENT (JOISM) JOURNAL OF INFORMATION SYSTEM RESEARCH (JOSH) REKA ELKOMIKA: Jurnal Pengabdian kepada Masyarakat Jurnal Pendidikan Jurnal Teknologi Pendidikan : Jurnal Penelitian dan Pengembangan Pembelajaran Jurnal Pendidikan dan Teknologi Indonesia These proceedings represent the work of researchers participating in The International Conference on Elementary Education (ICEE) which is being hosted by the Elementary Education Study Programme School of Postgraduate Studies, Universitas Pendidikan JoMMiT : Jurnal Multi Media dan IT Journal Of Information And Technology Unimor (JITU) Indexia Action Research Literate (ARL) International Journal Software Engineering and Computer Science (IJSECS) sudo Jurnal Teknik Informatika Journal of Educational Sciences Jurnal Inovasi Pendidikan dan Teknologi Informasi (JIPTI) Jurnal Pengabdian Masyarakat Bangsa Intellect : Indonesian Journal of Learning and Technological Innovation TOFEDU: The Future of Education Journal AI dan SPK : Jurnal Artificial Intelligent dan Sistem Penunjang Keputusan IndoMath: Indonesia Mathematics Education Jurnal Pengabdian Masyarakat dan Riset Pendidikan Journal of Information System and Education Development Kesatria : Jurnal Penerapan Sistem Informasi (Komputer dan Manajemen) The Indonesian Journal of Computer Science Jurnal Sistem Informasi Karya Anak Bangsa Edutik : Jurnal Pendidikan Teknologi Informasi dan Komunikasi Journal of Information Technology and its Utilization
Suprih Widodo, Suprih
Indonesia University Of Education
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Medicine & Pharmacology Nursing Physics Public Health Social Sciences Other

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Efektivitas Efektivitas Sistem Bimbingan Cerdas, Pembelajaran Adaptif, dan Teknologi Berbasis Kecerdasan Buatan dalam Pembelajaran Matematika: Tinjauan Komprehensif dari Tinjauan Sistematis dan Meta-Analisis Ferdian Yunizar; Widodo, Suprih; Elviani, Ulva
Jurnal Mercumatika : Jurnal Penelitian Matematika dan Pendidikan Matematika Vol 10 No 2 (2026)
Publisher : Universitas Mercu Buana Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26486/2q9whh74

Abstract

This umbrella review synthesizes evidence from systematic reviews and meta-analyses on the effectiveness of intelligent tutoring systems, adaptive learning platforms, and artificial intelligence-based technologies in mathematics learning. A semi-automated search was conducted on 18 December 2025 using an indexed academic search engine, complemented by forward-backward citation chasing. Eligible reviews were screened and appraised using a proxy version of AMSTAR 2 focused on critical domains. Across the included reviews, technology-enhanced and adaptive interventions generally showed small-to-moderate positive effects on mathematics achievement, with more consistent benefits when feedback was immediate, personalization was meaningful, and implementation was supported by teachers and well-aligned tasks. Evidence for non-cognitive outcomes (e.g., motivation, self-efficacy, engagement) was positive but less consistently reported. Heterogeneity across contexts and substantial overlap among primary studies remain major challenges. The review highlights implementation conditions, recurring moderators, and priority gaps to strengthen future research and reporting in mathematics education.
Bibliometric Study of TVET and Industry Synergies in the Digital Era on Global Research Direction and Strategy Rahmatya, Aura Salsabillah; Widodo, Suprih; Elviani, Ulva
Jurnal Pendidikan Teknologi Informasi dan Vokasional Vol 7, No 2 (2025): Jurnal Pendidikan Teknologi Informasi dan Vokasional
Publisher : Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23960/%x

Abstract

This study aims to assess the direction and strategy of global research related to the synergy between vocational education and training (TVET) and industrial needs in the digital era through a bibliometric approach. The analysis was conducted on 500 scientific documents obtained from the Scopus database using VOSviewer and Biblioshiny software. The analysis showed that keywords such as higher education, vocational education, workplace learning, innovation, employability, and industry 4.0 dominated the scientific discourse, signalling the important role of TVET in building employability skills based on digital industry needs. The thematic visualisation identified four main clusters in the research: (1) education and training, (2) digitalisation and innovation, (3) outcome orientation such as entrepreneurship and employability, and (4) sustainable development and well-being. Geographically, countries such as Germany, Australia, Malaysia, China, Indonesia, South Africa, and Nigeria emerged as major contributors with varied research focuses. Highlighted global strategies include revitalising TVET curricula, strengthening, triple helix collaboration (academic, industry, government), enhancing employability skills through work-based learning approaches, and digitalising learning processes. The findings provide a useful conceptual mapping for stakeholders in developing adaptive, collaborative, and sustainable vocational education policies and practies in the digital era.
Co-Authors Abdillah, Shelya Putri Nurhaliza Afika Rianti Agustin, Amara Seviany Aisah Aisah Al Fayumi, Muhamad Fauzan Alifah, Aisyah Husna Andrian, Rian Arrasyid, Rafli Artanti, Freda Desfita Ashila, Annisa Nur Atikah Dhani Ayuningtyas Aulia Sodikin, Reisa Ayi Suherman Ayu Permata Sari Baihaqi, Shidqi Ahmad Barri, Muhamad Akda Fathul Budiarti, Miladi Rizkyah Chairunnisa, Ananda Alma Cilviani, Cindy D. Wahyudin, D. Dian Permata Sari Elviani, Ulva Endah Setyowati Fadhilah, Iffah Fadlan Bima Hermawan Fajriansyah, Muhammad Azra Faozi, Rizal Aglal Fauzi Ahmad Muda Ferdian Yunizar Fernandes, Muhammad Rafly Juliawan Fikri, Jidan Galura Muhammad Suranegara Gulo, Kurnia Mayestic Gusanova, Agizka Rizqta Hamidah, Hani Haury, Ahmad Musyadad Hikmawan, Rizki Huwaida, Febviana Sulthanah Iqbal, Arifal Muhamad Jannah, Syifa Raudhatul Kartikasari Kartikasari, Kartikasari Ladayya, Ulfa Lana, Muhammad Isfa' Maghfira, Dinda Alya Mastiar, Mardani Mustaffa, Zuriani Myrna Dwi Rahmatya Nahrowi Adjie Nuriyah Musyafa, Wigi Nuur Wachid Abdul Majid Oktafiani, Wilda Oktaviani, Oriza Mutia Perdana, Cilma Fresha Perdana, Zia Imam Praciska, Mia Tri Pratama, Aryo Bimo Putra Pratiwi, Irra Puji Rahayu Putri Alina Sidik, Legira Putri, Regina Aulia Rahma Maulida, Rahma Rahmatya, Aura Salsabillah Ramadhan, Reza Putra Ramarumo, Tshepo Rizal, Muhamad Fahmi Romdhoni, Rhezwan Dhaifullah Salsabila, Rahmawati Sanjaya, Miftahul Donny Sari, Dian Pemata Septiadi, Jaka Septianiady, Septianiady Setyawan, Kornelius Rhesa Valdis Siti Hodijah Sodikin, Reisa Aulia Solekha, Solekha Solihat, Sinta Syawalido, Luky Tanjung, Firda Rosiana Thoniyah, Diana Qisthin Wachid Abdul Majid, Nuur Wicaksono, Mochamad Fajar Yulistia, Tia Fuja Yuniar, Rani Zarkasih, Aqmal Idris