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All Journal JPMS (Jurnal Pendidikan Matematika dan Sains) INOTEKS : Jurnal Inovasi Ilmu Pengetahuan, Teknologi, dan Seni Pythagoras: Jurnal Matematika dan Pendidikan Matematika Journal on Mathematics Education (JME) Journal on Mathematics Education (JME) Jurnal Riset Pendidikan Matematika AKSIOMA: Jurnal Program Studi Pendidikan Matematika Eduma : Mathematics Education Learning and Teaching Jurnal Mercumatika : Jurnal Penelitian Matematika dan Pendidikan Matematika PEDAGOGIA Jurnal Pengabdian Masyarakat MIPA dan Pendidikan MIPA Journal of Honai Math JTAM (Jurnal Teori dan Aplikasi Matematika) International Journal on Emerging Mathematics Education Beta: Jurnal Tadris Matematika Jurnal Math Educator Nusantara: Wahana Publikasi Karya Tulis Ilmiah di Bidang Pendidikan Matematika JISIP: Jurnal Ilmu Sosial dan Pendidikan Mandalika Mathematics and Educations Journal Journal for Lesson and Learning Studies PROFICIO: Jurnal Pengabdian Masyarakat Kognitif: Jurnal Riset HOTS Pendidikan Matematika Edumatika Jurnal DiMas (Jurnal Pengabdian Kepada Masyarakat) Indonesian Journal Of Educational Research and Review Prisma Sains: Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram Journal of Mathematics Instruction, Social Research and Opinion Indonesian Journal of Mathematics Education Jurnal Pedagogi Matematika Kreano, Jurnal Matematika Kreatif Inovatif Scientific Journal of Informatics Algoritma: Jurnal Matematika, Ilmu Pengetahuan Alam, Kebumian dan Angkasa Advance Sustainable Science, Engineering and Technology (ASSET) Jurnal Arsitektur ARCADE Journal on Mathematics Education Jurnal Didaktik Matematika
Wahyu Setyaningrum
Universitas Negeri Yogyakarta
Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences 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 Physics Public Health Social Sciences Other

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Journal : Advance Sustainable Science, Engineering and Technology (ASSET)

 1 
Fuzzy Logic-Based Clustering of Teacher Digital Pedagogy Using Cybergogy Framework for Sustainable Educational Innovation Waryanto, Nur Hadi; Retnawati, Heri; Setyaningrum, Wahyu; Insani, Nur; Hery Murtianto, Yanuar; Caturiyati, Caturiyati; RR Rianto, Vivi
Advance Sustainable Science Engineering and Technology Vol. 7 No. 3 (2025): May - July
Publisher : Science and Technology Research Centre Universitas PGRI Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26877/asset.v7i3.1946

Abstract

Rapid changes in educational technology necessitate innovative approaches to sustainable teacher development. However, implementing learning technologies like Cybergogy faces significant challenges due to imbalances in digital pedagogy competencies and motivation among secondary school mathematics teachers. This study aims to cluster mathematics teachers' profiles based on the Cybergogy model's application using the Fuzzy C-Means (FCM) algorithm. The study involved 88 mathematics teachers from various secondary schools in Yogyakarta, Indonesia. Clustering results converged at the sixth iteration with an objective function value of 620.006, and an optimal two-cluster structure (PCI = 0.5578). Cluster 1 comprises teachers with high digital competencies and effective use of online learning media in understanding Cybergogy. Conversely, Cluster 2 includes teachers with limited online learning experience and low Cybergogy understanding. These findings highlight the lack of appropriate training efforts to support technology implementation and motivate each cluster based on their unique perceptions of Cybergogy. This study contributes to educational technology by offering insights into how the Cybergogy model can enhance digital learning quality, with long-term implications for teacher competency development and the sustainability of digital education innovation in Indonesia.
Co-Authors Abdullah, Abdul Halim Abdullah, Abdul Halim Abu Yazid Raisal Adi Susanto Aji Purwinarko, Aji Al Gafari, Muhamad Rizky Ali Mahmudi Ali, Mohamad Bilal Ali, Mohamad Bilal Aminuyati Andestian, Defin Aoyama, Kazuhiro Arif Sapta Mandala Ariyadi Wijaya Aryani, Nila Prasetya Atmini Dhoruri Azizah, Nur Lailatul Caturiyati Caturiyati Caturiyati Dita Aldila Krisma Dyah Ayu Puspita Ardani Edward E. Pandelaki, Edward E. Eka Purwanto , Ungsari Rizki Eka Purwanto, Ungsari Rizki Erlyanna Nur Risqi Fabian, Khristin Fadilla Camellia Fanggidae, Janrino Junus Rivaldi Fitriana Yuli Saptaningtyas Franyoto, Yuvianti Dwi Gunawan Gunawan Guntur, Muhamad Ikhsan Sahal Habibie, Akmal Hibban Habibullah, Habibullah Hakim, Nur Akmalul Hakim, Titi Adriani Handayawati, Ponco Heri Retnawati Hery Murtianto, Yanuar Hery Nugroho, Hery Hidayati, Diah Nur Himmawati Puji Lestari I Bagiana Ika Puspitaningrum Ilham Rizkianto Inayati, Syarifah Inggri Ramadhani Widigda Irdatul Fitri Islam, Muhamad Anbiya Nur Jailani Jailani Jailani Kana Hidayati Kazuhiro Aoyama Koes Sundoro , Aries Koes Sundoro, Aries Kusmita , Lia Kuswari Hernawati La Ode Adin Hasrun Bici Loviga Denny Pratama Loviga Denny Pratama Loviga Denny Pratama Lubis, Shelly Lusyana, Evvy Maharani, Ika Dewi Fitria Mahmudah, Faisa Nirbita Mami Hastuti Mardiansyah, M Fadil Maria Ulfah Marsigit Marsigit Marsigit Mayang Purbaningrum Meilina, Dika Dwi Melda Datu Kalu Mohamad Bilal Ali Muhammad Faisal Muhammad Fauzan Murdanu Mutmainah Mutmainah Myelnawan Myelnawan Nanny Setiawati Hadirahardja, Maria Caecilia Nasution, Sela Lufita Salim Nauqi Aprilia Putri Noordin, Muhamad Kahir bin Nur Hadi Waryanto Nur Insani Nurhikmah Widi Asriani Pangestu, Saka Aji Pastoriko, Fransiskus Magnis Pratama, Loviga Denny Pratama, Loviga Denny Pulungan, Delyanti Azzumarito Purwoko, Agus Raden Rosnawati Ramadhan, Sahrul Rastuti, Musafir Ratri Murdy Andari Raudya Thauzahra Rhomiy Handican Risna Amelia Rohmah, Riska Nur RR Rianto, Vivi Sahid Sahrul Ramadhan Salsabila, Nilza Humaira Saragih, Novilda Angela Septianisha, Nurul Indah Sintia Wulandari Siti Munisih Sri Suryaningtyas Sugiman Sugiman Sugiman Sugiman Sugiman SUGIYANTO Suprapti, Atik - Syukrul Hamdi Tuharto Tuharto Utami, Nopi Tri Wahyu Hardyanto Yanuarita, Heylen Amildha Ying, Chiang Yi Yosafat Ardian Kristiarta