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All Journal Vidya Karya JRPM (Jurnal Review Pembelajaran Matematika) STEAM Engineering : Journal of Science, Technology, Education And Mechanical Engineering Jurnal Teknik Mesin dan Pembelajaran G-Tech : Jurnal Teknologi Terapan JMIO: Jurnal Mesin Industri dan Otomotif Lumbung Inovasi: Jurnal Pengabdian Kepada Masyarakat Indonesian Community Journal Sasambo: Jurnal Abdimas (Journal of Community Service)
Danang Yugo Pratomo
Universitas Negeri Malang
Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Energy Engineering Environmental Science Industrial & Manufacturing Engineering Materials Science & Nanotechnology Mathematics Mechanical Engineering Public Health Social Sciences Other

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Journal : JRPM (Jurnal Review Pembelajaran Matematika)

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Analisis Persepsi Peserta Didik Tentang Aktivitas Mengajar Guru Matematika Menggunakan Metode K-Means Clustering Kaloka, Tesdiq Prigel; Pratomo, Danang Yugo
JRPM (Jurnal Review Pembelajaran Matematika) Vol. 8 No. 2 (2023)
Publisher : Department of Mathematics Education, Faculty of Tarbiyah and Teacher Training, UIN Sunan Ampel Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15642/jrpm.2023.8.2.72-84

Abstract

Education is an important aspect of human resource development. A conducive atmosphere during the learning process is very important. This atmosphere can be assessed by students' perceptions of the teaching activities of mathematics teachers. The criteria in teaching activities are material assessment, characteristics understanding, ability to manage to learn, ability to evaluate learning, and student satisfaction. The level of student satisfaction can be determined using the results of teaching activities. In this study, we focus on determining the percentage of student satisfaction. We use K-Means Clustering to analyze the result and the Elbow Method to determine the number of clusters. For the results, we got 3 clusters with the first cluster consisting of 92 students who are quite satisfied, the second cluster with 50 satisfied students, and the third cluster having 49 students not satisfied. If we transform the result to percentage, then we have 26,18% satisfied students, 48,17% quite satisfied, and 26,65% dissatisfied.
Co-Authors Adhiela Noer Syaief Alan Dwi Wibowo Alif, Muhamad Noor Apriani, Rila Rahma Arief RM Akbar Baimy Alexander Chamid, Achmad Abdul Dessy Maulidya Maharani Dhani, Dicky Ahmad Dian Julianto Wahyudi Dian Julianto Wahyudi Ellya, Hikma Ezzar, Aldo Febrian Feddy Wanditya Setiawan Hariyono, M. Lazuardi Religia Hartoni Hartoni Imam Muhtarom Karim, Saifuddin Linda Rahmawati Majid, Zuliyan Agus Nur Muchlis Muhammad Arsad Al Banjari Muhammad Arwani Muhammad Bayu Hendrawan Muhammad Rezki F. Putra Muhammad Sulaiman Muhatrom, Imam Mulyawan, Ronny Nur Arief Shalihan Prakoso, Bagas Eka Rahman, Rifki Zainur Ramadhan, Alifian Reza Taufiqi Ivana Ridhoni, Wahyu Rohman, Mojibur Rohmanna, Novianti Adi Rusuminto Syahyuniar Saifuddin Karim Sari, Nukhak Nufita Seftiansyah, Albi Abimanyu Setiawan, Feddy Wanditya Subekhi, Prido Tesdiq Prigel Kaloka Tjiptady, Bella Wulandari, Anggi Anggresita Yayi Febdia Pradani Zakariyah, Muhammad Farid