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All Journal International Journal of Evaluation and Research in Education (IJERE) Cakrawala Pendidikan JPMS (Jurnal Pendidikan Matematika dan Sains) Jurnal Pendidikan Matematika Undiksha Wahana Matematika dan Sains Jurnal Natur Indonesia Jurnal Pendidikan Sains Jurnal Pengajaran MIPA Jurnal Infinity AKSIOMA: Jurnal Program Studi Pendidikan Matematika JIPM (Jurnal Ilmiah Pendidikan Matematika) Madrasah: Jurnal Pendidikan dan Pembelajaran Dasar Jurnal Elemen Edu Sains: Jurnal Pendidikan Sains dan Matematika Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan AKSIOMA Briliant: Jurnal Riset dan Konseptual Prosiding SI MaNIs (Seminar Nasional Integrasi Matematika dan Nilai-Nilai Islami) Sekolah Dasar: Kajian Teori dan Praktik Pendidikan Jurnal Kajian Pembelajaran Matematika Al Ishlah Jurnal Pendidikan QALAMUNA: Jurnal Pendidikan, Sosial, dan Agama Jurnal Obsesi: Jurnal Pendidikan Anak Usia Dini Wacana Akademika : Majalah Ilmiah Kependidikan PRISMA ELSE (Elementary School Education Journal) : Jurnal Pendidikan dan Pembelajaran Sekolah Dasar Jurnal SOLMA IndoMath: Indonesia Mathematics Education Journal of Teaching and Learning in Elementary Education JTAM (Jurnal Teori dan Aplikasi Matematika) Cetta: Jurnal Ilmu Pendidikan Al-Madrasah: Jurnal Ilmiah Pendidikan Madrasah Ibtidaiyah Beta: Jurnal Tadris Matematika Premiere Educandum: Jurnal Pendidikan Dasar dan Pembelajaran Jurnal Ilmiah Sekolah Dasar Prima: Jurnal Pendidikan Matematika PROSIDING SEMINAR NASIONAL LEMBAGA PENELITIAN DAN PENDIDIKAN (LPP) MANDALA Jurnal Riset Pendidikan dan Inovasi Pembelajaran Matematika (JRPIPM) JP2M (Jurnal Pendidikan dan Pembelajaran Matematika) International Journal of Insights for Mathematics Teaching (IJOIMT) Thufuli: Jurnal Ilmiah Pendidikan Islam Anak Usia Dini Eduproxima : Jurnal Ilmiah Pendidikan IPA Ideguru: Jurnal Karya Ilmiah Guru G-Couns: Jurnal Bimbingan dan Konseling Indian Journal of Forensic Medicine & Toxicology Didaktika: Jurnal Kependidikan Jurnal Kajian Matematika dan Aplikasinya LEARNING : Jurnal Inovasi Penelitian Pendidikan dan Pembelajaran Journal of Integrated Elementary Education Journal of Innovation and Research in Primary Education Prosiding Konferensi Nasional Penelitian Matematika dan Pembelajarannya Journal of Innovation and Sustainable Empowerment International Education Trend Issues Electronic Journal of Education, Social Economics and Technology Jurnal MIPA dan Pembelajarannya Cybersecurity and Innovative Technology Journal Jurnal Medika: Medika Unnes Journal of Mathematics Education Jurnal Infinity Jurnal Pendidikan MIPA Journal on Mathematics Education
Toto Nusantara
Universitas Negeri Malang
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Penguatan Kapasitas Guru SLB Melalui Pelatihan Realistic Mathematics Education (RME) dan Artificial Intelligence (AI) untuk Meningkatkan Kualitas Pembelajaran Faiziyah, Nuqthy; Faizah, Hanim; Sari, Noviana Puspita; Anwar, Lathifatul; Nusantara, Toto; Lestari, Trianingsih Eni; Oktoviana, Lucky Tri
Jurnal Medika: Medika in progres
Publisher : LPPM Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/wsfs2e28

Abstract

Pembelajaran matematika yang bermakna menuntut penggunaan pendekatan kontekstual serta dukungan teknologi dalam pengembangan perangkat pembelajaran, namun dalam praktiknya pemahaman guru terhadap Realistic Mathematics Education (RME) dan pemanfaatan Artificial Intelligence (AI) masih perlu diperkuat, sehingga kegiatan pengabdian ini dilaksanakan untuk meningkatkan kompetensi guru dalam kedua aspek tersebut. Metode yang digunakan meliputi pendidikan masyarakat dan pelatihan berbasis workshop yang dilaksanakan melalui penyampaian materi serta praktik langsung, termasuk penyusunan prompt dan pengembangan perangkat pembelajaran berbantuan AI. Hasil kegiatan menunjukkan adanya peningkatan pemahaman guru, yang ditunjukkan melalui kenaikan skor rata-rata pada aspek RME dari 69,4 menjadi 89,7 dan pada aspek AI dari 70,8 menjadi 95,5. Selain itu, hasil analisis menunjukkan bahwa guru memiliki persepsi yang sangat positif serta kesiapan yang tinggi dalam memanfaatkan AI sebagai alat bantu dalam pembelajaran. Temuan ini menunjukkan bahwa pelatihan yang mengintegrasikan penguatan konsep dan praktik langsung efektif dalam meningkatkan kompetensi guru, baik pada aspek kognitif maupun afektif. Oleh karena itu, kegiatan serupa perlu dikembangkan melalui pendampingan berkelanjutan untuk mendukung implementasi dalam praktik pembelajaran.
Analytic Reasoning Process of High School Students In Solving Quadratic Equation Problems Based on Computational Thinking Skills Lestari, Ayu Chinintya; Fatoni, Yusril Achmad; Nusantara, Toto; Musar, Makbul
Jurnal Riset Pendidikan dan Inovasi Pembelajaran Matematika Vol. 10 No. 1 (2026): JRPIPM APRIL 2026
Publisher : Universitas Negeri Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26740/jrpipm.v10n1.p59-73

Abstract

Analytical reasoning and computational thinking are two essential skills in mathematics education, especially in solving complex problems such as quadratic equations. This study aims to describe the analytical reasoning process of high school students in solving quadratic equation problems based on computational thinking skills. This study employs a descriptive qualitative approach, with data collected through tests and interviews with 30 students at a high school in Jember, categorized into three levels of computational thinking skill: high (S1), moderate (S2), and low (S3). One subject from each category was selected as a representative for in-depth analysis based on analytical reasoning indicators adapted from Fisher (2011), namely: problem identification, relationship analysis, strategy formulation, and solution evaluation and justification. The research results indicate that S1 demonstrates coherent and flexible analytic reasoning, characterized by precise problem identification, accurate model formation, adaptive strategy use, and implicit verification of results. S2 showed generally systematic reasoning, especially in translating contextual information into algebraic models and performing procedural operations. However, their analytic reasoning tended to rely on fixed procedures, with limited evaluative judgment or strategic adaptation. In contrast, S3 exhibited fragmented reasoning, difficulties in constructing symbolic models, and minimal solution validation, often caused by challenges in decomposing information and analyzing relational structures. These findings provide insights that can help teachers design more adaptive and effective learning strategies to encourage higher-order thinking skills in students.
AI-based scaffolding and conceptual understanding: evidence from Indonesian students using PLS-SEM Nuryanis, Nuryanis; Nusantara, Toto; Murtadho, Nurul; Faizah, Siti
International Journal of Evaluation and Research in Education (IJERE) Vol 15, No 2: April 2026
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijere.v15i2.38450

Abstract

The rapid integration of artificial intelligence (AI) in higher education has increased interest in AI-based scaffolding (AIS) to support conceptual learning, particularly in teacher education. However, empirical evidence explaining how learners’ cognitive, self-regulatory, and technological characteristics jointly shape perceptions of AIS remains limited, especially in developing country contexts. This study examines the predictive relationships among conceptual understanding (CU), cognitive engagement (CE), self-regulated learning (SRL), perceived ease of use (PEOU), AI self-efficacy (AISE), and perceived scaffolding quality in explaining Indonesian undergraduate teacher education students’ perceptions of AIS. Using a quantitative explanatory–predictive design, data were collected from 157 students and analyzed using partial least squares structural equation modeling (PLS-SEM). The results indicate that SRL, PEOU, and AISE are the strongest predictors of perceived AIS, while CU, CE, and scaffolding quality also show significant positive associations. These findings highlight the importance of learner readiness and instructional design in AI-enhanced learning environments. Practically, teacher education programs should integrate AI scaffolding that explicitly supports self-regulation, builds students’ confidence in using AI tools, and promotes sustained CE in complex learning tasks.
Co-Authors Aba, Maria Martini Abadyo Abadyo Abdur Rahman As’ari Ade Eka Anggraini Adi Atmoko Adika Setyo Budi Lestari Ahmad Fathoni Abas Ahmad Hasan Saifurrisal Ahyani Mirah Liani ALFARIS, RENALDY Alkans Sofyawati Sutrisno Andayani, Nita Dwi Andika Setyo Budi Lestari Anggraheni, Ika Anwar, Lathifatul Arfan Triwiratman Aynin Mashfufah Basuki Widodo Bayat, Palgunadi Abdulah Bayu Nugroho Bhakti Setya Budi Budi Sasomo, Budi Budi, Bhakti Setya Candra Utama Choerul Anwar, Choerul Cholis Sa’dijah Christi Matitaputty Christina Martha Laamena Chusnul Ma'rifah Devita Rizka Utami Dewi Astutik Didimus Nuham, Didimus Dimas Galih Dwi Pangasta Dwi Agus Sudjimat Dwita Tyasti Asri Eddy Bambang Irawan Edy Bambang Irawan Elly's Mersina Mursidik Emanuel, Endrayana Putut Laksminto Emerensiana Nona Ana Erry Hidayanto Evi Lutviana Faizah, Hanim Faizah, Siti Faizatul Munawaroh Fatoni, Yusril Achmad Faula Rossydha Fitri Kumalasari Ghazali, Norliza HAFIIZH, MOCHAMMAD Hakqi, Atika Nurul Harfin Lanya, Harfin Harsayandaru Himawan Hasanah, Muhammad Isnin Hassanah, Maulidatul Hery Susanto Hery Susanto I Made Sulandra I Nengah Parta Imanuel Hitipeuw Imro'atul Mubarokah Indah Sukowati Indrawatiningsih, Nonik Indriati Nurul Hidayah Intan Sari Rufiana Intan Sari Rufiana Irianto, Savitri Oktavia Iska Agustina K., Shirly Rizky Kadek Adi Wibawa Kamirsyah Wahyu Khairiyatun Nisak Dzikiyan Khoerul Umam khusnul khotimah Kristayulita Kristayulita Laelinatul Choeriyah Lely Purnawati Lestari, Andika Setyo Budi Lestari, Ayu Chinintya Lia Budi Tristanti Linarsih, Yanti Lingga Nico Pradana Lingga, Leny Julia Luthfiyah, Hullatul Makbul Muksar Mardhatillah Mardhatillah, Mardhatillah Masfufah, Aynin Masfufha, Aynin Mat, Hamidah Mauidah, Siti Maziidah, Zulfa Meliyana Raharjanti Meliyana Raharjanti, Meliyana Miswanto Miswanto Mohammad Dadan Sundawan Mohammad Imam Utoyo Mohammad Ridhoi Mohd Nasir, Farah Damia Mubarokah, Imro'atul Muhammad Amin Muhammad Irfan Muhammad Noor Kholid Muliana Sari Murpratiwi, Gendis Musar, Makbul Musnar Indra Daulay Nata Amanda Nazihah, Dia Ayu Ngesti, Nisaa Arta Ningtyas, Yoga Dwi Windy Kusuma Nuqthy Faiziyah Nurhaswinda Nurul Murtadho Nurul Subahtul Nuryanis, Nuryanis Oktaviani Adhi Suciptaningsih Oktoviana, Lucky Tri Olga Putriana Wati Parida Parida Patma Sopamena Pratiwi, Enditiyas Pratiwi, Nike PURNAMA, SIDIQ PUTRA Qohar, Abd. Ratnaningsih, Ari Juni Riska Pristiani Rohyatun Handayaningsih Rosevita Melati Ruli Andriani Rusdial Marta Rustanto Rahardi Saidah Ajilatun Nahdawiyah Saputri, Kiki Niken Sari, Diki Puspita Sari, Noviana Puspita Satriya Adika Arif Atmaja Satriya Adika Arif Atmaja SATRIYAS ILYAS Savitri, Intan Carolina Septiadi, Dimas Danar Shirly Rizki Kusumaningrum Shofi Farihah Muazarah Sisworo Siti Faizah Siti Lailiyah Siti Salina Mustakim Slamet Slamet Arifin Slamet Arifin Slamet Arifin Sri Mulyati Sri Mulyati Sri Rahayuningsih Sri Suryanti Subanji Subanji Suci Yuniati Sudirman Sudirman Suhariningsih Sukoriyanto Sukoryanto Sukoryanto Sumianto Sumianto Susiswo Swasono Rahardjo Swasti Maharani Swasti Maharani Swasti Maharani Swastika, Galuh Tyasing Syaiful Hamzah Nasution Syarifatul Maf’ulah Tasni, Nurfaida Tjang Daniel Chandra Tri Kuncoro Trianingsih Eni Lestari Wangguway, Yustinus Wati, Pulia Widuri, Nabila Ekaputri Worowirastri E., Dyah Yahdillah, Nawal Yayuk Kuswanti Yenni Fitra Surya Yulia Primantari Yundari, Yundari Yuniartiningsih Yuniartiningsih Yusuf Hanafi Zayyadi, Moh Zulfah Zulfah Zuniga, Kristina