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Jurnal Pendidikan Matematika (JUDIKA EDUCATION)
Published by Institut Penelitian Matematika, Komputer, Keperawatan, Pendidikan dan Ekonomi
ISSN : 2620732X     EISSN : 26146088     DOI : -
Core Subject : Education,
Education Mathematics
Jurnal Pendidikan Matematika (Judika Education) memuat artikel hasil penelitian baik penelitian menggunakan pendekatan kuantitatif, kualitatif, dan mixed method yang terkait dengan bidang ilmu pendidikan matematika.
Arjuna Subject : -
Articles 192 Documents
 15   16   17   18   19 
Pengaruh Model Pembelajaran Problem Based Learning Berbantuan Media Pembelajaran terhadap Hasil Belajar Matematika Nusi, Ireine G.C.; Nasir, Rahma; Hasbi, Muh.; Rizal, Muh.
Jurnal Pendidikan Matematika : Judika Education Vol. 8 No. 3 (2025): Jurnal Pendidikan Matematika:Judika Education
Publisher : Institut Penelitian Matematika, Komputer, Keperawatan, Pendidikan dan Ekonomi (IPM2KPE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31539/x3fwj972

Abstract

This study aims to analyze the effect of the Problem-Based Learning (PBL) model assisted by instructional media on the mathematics learning outcomes of Grade XI students at SMK Negeri 1 Palu in the 2024/2025 academic year. The research employed a quantitative approach using a quasi-experimental method with a Nonequivalent (Posttest Only) Control Group Design. The results showed that the average posttest score of the experimental group was 79.31, which was higher than the control group’s average posttest score of 66.93. It can be concluded that the implementation of the Problem-Based Learning (PBL) model assisted by instructional media had a positive effect on the mathematics learning outcomes of Grade XI students at SMK Negeri 1 Palu in the 2024/2025 academic year.   Keywords: Learning Outcomes; Mathematics Education; Problem Based Learning; Learning Media
Prediksi Kelulusan Mahasiswa Tepat Waktu Dengan Metode Random Forest Berdasarkan Klasifikasi Algoritma K-Means Pada Pascasarjana Universitas Sriwijaya Sytar, M. Hafizh; Ermatita, Ermatita
Jurnal Pendidikan Matematika : Judika Education Vol. 8 No. 3 (2025): Jurnal Pendidikan Matematika:Judika Education
Publisher : Institut Penelitian Matematika, Komputer, Keperawatan, Pendidikan dan Ekonomi (IPM2KPE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31539/0xez5165

Abstract

Tujuan penelitian ini adalah untuk mengetahui klastering faktor-faktor yang mempengaruhi tingkat kelulusan tepat waktu di Pascasarjana Universitas Sriwijaya menggunakan metode Random Forest dan algoritma K-Means. Selain itu juga untuk memprediksi tingkat kelulusan tepat waktu di Pascasarjana Universitas Sriwijaya menggunakan metode Random Forest dan algoritma K-Means. Penelitian adalah usaha mencari melalui proses yang metodis untuk menambahkan pengetahuan itu sendiri dan dengan yang lainnya, oleh penemuan fakta dan wawasan tidak biasa. Dalam penelitian ini, metode penelitian yang digunakan adalah metode penelitian klasifikasi dengan lima langkah-langkah dalam kerangka penelitian yaitu 1) Pengumpulan Data: 2) Pengolahan Awal Data. 3) Klasifikasi. 4) Pengujian Model. 5) Evaluasi dan Validasi Hasil. Hasil penelitiannya menunjukkan bahwa Penggunaan metode data mining seperti K-Means dan Random Forest dapat efektif untuk memprediksi kelulusan mahasiswa tepat waktu pada program pascasarjana. Algoritma K-Means mampu mengelompokkan mahasiswa berdasarkan karakteristik yang relevan, seperti IPK dan jumlah kredit yang telah diselesaikan, sedangkan Random Forest digunakan untuk memberikan prediksi status kelulusan. Model yang dihasilkan mampu memberikan tingkat akurasi yang tinggi dengan precision dan recall yang baik, menunjukkan kemampuan model untuk mengenali pola kelulusan mahasiswa tepat waktu. Kombinasi kedua metode ini memberikan kontribusi yang signifikan dalam pengembangan model prediksi yang akurat, memberikan manfaat bagi mahasiswa dan institusi dalam merencanakan dan mengambil keputusan terkait kelulusan tepat waktu. Penelitian ini dapat dikembangkan lebih lanjut dengan beberapa saran yang bertujuan untuk meningkatkan akurasi dan kegunaan model prediksi. penyempurnaan algoritma dapat dilakukan dengan menggabungkan metode K-Means dan Random Forest dengan algoritma lain seperti Gradient Boosting (XGBoost atau LightGBM) untuk meningkatkan akurasi prediksi. Selain itu, penerapan teknik optimasi seperti Grid Search atau Bayesian Optimization dapat membantu menemukan parameter terbaik untuk model. Penambahan variabel baru, seperti tingkat kehadiran, keterlibatan dalam kegiatan akademik, serta faktor psikologis seperti motivasi dan stres, juga dapat memperkaya analisis.
Pengaruh Pemberian Reward terhadap Motivasi Belajar Matematika Mewalo, Wulandari; Mubarik, Mubarik; Surahman, Surahman; Azizah, Azizah; Khairunnisa, Khairunnisa
Jurnal Pendidikan Matematika : Judika Education Vol. 8 No. 3 (2025): Jurnal Pendidikan Matematika:Judika Education
Publisher : Institut Penelitian Matematika, Komputer, Keperawatan, Pendidikan dan Ekonomi (IPM2KPE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31539/judika.v8i3.14649

Abstract

The purpose of this study was to determine the effect of giving rewards on the motivation to learn mathematics of class V students of SD Islam Alhidayah Besusu. The data analysis technique used in this study is the use of the Person Product Moment (PPM) Correlation formula. The results of the study after testing using the Person Product Moment correlation formula obtained the price of rxy0.642 greater than rtable0.09, namely 0.642>0.09, and seen from the guidelines for interpreting the correlation coefficient the value of rxy0.642 is in the coefficient interval value of 0.60 - 0.799 in that interval the level of relationship is strong, Conclusion, there is an effect of Giving Rewards on the Motivation to Learn Mathematics of Class V Students of SD Islam Alhidayah Besusu. This is evident from the results of hypothesis testing using the PPM (Person Product Moment) Correlation formula.   Keywords: Effect of Giving Rewards, Learning Motivation, Class V Students, SD Islam Alhidayah Besusu
Desain Pembelajaran Materi Peluang Berbasis PMRI Menggunakan Konteks Wisata Lokal Fitriyana, Nur; Zulkardi, Zulkardi; Putri, Ratu ilma Indah; Susanti, Ely; Mulyono, Budi
Jurnal Pendidikan Matematika : Judika Education Vol. 8 No. 3 (2025): Jurnal Pendidikan Matematika:Judika Education
Publisher : Institut Penelitian Matematika, Komputer, Keperawatan, Pendidikan dan Ekonomi (IPM2KPE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31539/judika.v8i3.15075

Abstract

This study aims to develop a learning design based on the Indonesian Realistic Mathematics Education (PMRI) approach for teaching probability using the local context of Belitar Seberang Waterfall, Rejang Lebong Regency. The method employed is design research of the validation study type, which consists of three phases: preparing for the experiment, teaching experiment, and retrospective analysis. The teaching experiment was carried out in two stages: a pilot experiment involving six students and the main teaching experiment involving 23 eighth-grade students. Data collection techniques included Student Activity Sheets (LAS), observation, interviews, and documentation. The results show that 80% of students demonstrated a comprehensive understanding of probability concepts and experienced improved learning outcomes after participating in the PMRI-based learning. Revisions to the LAS during the pilot experiment had a positive impact on students’ conceptual understanding. Overall, the PMRI approach, grounded in a local context, proved effective in enhancing student engagement and understanding of mathematical concepts. Keywords: Learning Design, Hypothetical Learning Trajectory (HLT), PMRI, Probability, Tourism Context
Penerapan Pendekatan Realistic Mathematic Education (RME) dalam Pembelajaran Matematika SMP Ditinjau dari Aktivitas Pembelajaran Siswa Qhadhavy Putri, Iqlima Khartini; Sutarni, Sri
Jurnal Pendidikan Matematika : Judika Education Vol. 8 No. 3 (2025): Jurnal Pendidikan Matematika:Judika Education
Publisher : Institut Penelitian Matematika, Komputer, Keperawatan, Pendidikan dan Ekonomi (IPM2KPE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31539/99x5dx90

Abstract

This study aims to examine the influence of the Realistic Mathematics Education (RME) approach and students' learning activities on mathematics learning outcomes. The method used is a quantitative approach with a true experimental design, comparing an experimental class that received treatment using the RME approach with a control class that received conventional instruction. The population in this study comprised eighth-grade students at SMP Muhammadiyah Al-Kautsar in the 2024/2025 academic year. The sample was randomly selected using a random sampling technique, resulting in class VIII A as the experimental class and class VIII B as the control class, each consisting of 32 students. The material taught was the Pythagorean Theorem. The instruments used in the study were an essay-based learning outcome test consisting of three questions and a student learning activity questionnaire containing 20 statements. Hypothesis testing was conducted using two-way ANOVA with a significance level of 0.05. The results indicated that the significance value for the interaction between the learning approach and learning activity on student learning outcomes was 0.509 (> 0.05), meaning there was no significant interaction between the two variables. However, both the RME approach and learning activities individually had a significant effect on students’ learning outcomes. In conclusion, the application of the RME approach and the improvement of students’ learning activities can individually enhance mathematics learning outcomes. While the combination of these two factors did not show a statistically significant interaction, each contributed positively on its own.   Keywords: RME Approach, Learning Activities, Learning Outcomes, Realistic Mathematics Education.
Profil Metakognisi Siswa dalam Menyelesaikan Soal Cerita Peluang Ditinjau dari Jenis Kelamin Sabila B, Dini Nurul; Pathuddin, Pathuddin; Lefrida, Rita; Alfisyahra, Alfisyahra
Jurnal Pendidikan Matematika : Judika Education Vol. 8 No. 3 (2025): Jurnal Pendidikan Matematika:Judika Education
Publisher : Institut Penelitian Matematika, Komputer, Keperawatan, Pendidikan dan Ekonomi (IPM2KPE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31539/judika.v8i3.15178

Abstract

Penelitian ini bertujuan untuk mendeskripsikan profil metakognisi siswa dalam menyelesaikan soal cerita peluang di kelas VIII SMP Negeri 3 Tolitoli, ditinjau dari jenis kelamin. Aspek metakognisi yang dianalisis meliputi perencanaan, pemantauan, dan evaluasi. Penelitian ini menggunakan metode deskriptif dengan pendekatan kualitatif. Subjek penelitian terdiri dari dua siswa, satu siswa laki-laki dan satu siswa perempuan. Data dikumpulkan melalui tes tertulis soal cerita peluang dan wawancara mendalam. Hasil penelitian menunjukkan bahwa siswa laki-laki lebih menonjol dalam aspek perencanaan dan pemantauan, yaitu mampu merencanakan langkah penyelesaian secara sistematis dan melaksanakan prosedur pengerjaan dengan runtut. Sementara itu, siswa perempuan menunjukkan penguasaan pada ketiga aspek metakognisi: perencanaan, pemantauan, dan evaluasi. Siswa perempuan tidak hanya mampu merencanakan dan memantau langkah-langkah penyelesaian, tetapi juga mengecek kembali jawaban yang diperoleh dan menuliskan kesimpulan dengan jelas.Temuan ini menegaskan pentingnya penerapan pembelajaran yang dapat mengembangkan kemampuan metakognisi siswa, dengan memperhatikan perbedaan karakteristik antara siswa laki-laki dan perempuan. Kata kunci: metakognisi, soal cerita peluang, jenis kelamin
Peningkatan Kemampuan Menghitung Perkalian Melalui Pendekatan Kontekstual pada Siswa Fadlia Mubakkira, Fadlia Mubakkira; Wilade, Surahman; Lapasere, Sisriawan; Pahriadi, Pahriadi
Jurnal Pendidikan Matematika : Judika Education Vol. 8 No. 3 (2025): Jurnal Pendidikan Matematika:Judika Education
Publisher : Institut Penelitian Matematika, Komputer, Keperawatan, Pendidikan dan Ekonomi (IPM2KPE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31539/judika.v8i3.15189

Abstract

This study aims to improve the multiplication calculation skills of grade III students of SDN 14 Balaesang through the application of a contextual approach. The research method used is Classroom Action Research (CAR) which is carried out in two cycles. Each cycle consists of four stages, namely planning, implementation, observation, and reflection. The subjects in this study were 18 grade III students. The instruments used included student and teacher activity observation sheets, as well as formative tests at the end of each cycle. The results in cycle I, 12 students (66.7%) achieved completion, while in cycle II it increased to 15 students (83.3%). Student activity also increased from 71.25% in cycle I to 87.5% in cycle II. Teacher activity increased from 72.22% to 91.66%. The conclusion of the results of this study is that the application of a contextual approach can improve students' multiplication calculation skills and learning activities.   Keywords: Counting Ability, Multiplication, Contextual Approach, Classroom Action Research
Klasifikasi Cryptocurrency Menggunakan Multi Channel Clustering Syahputra, Mario; Rakhmawati, Fibri
Jurnal Pendidikan Matematika : Judika Education Vol. 8 No. 3 (2025): Jurnal Pendidikan Matematika:Judika Education
Publisher : Institut Penelitian Matematika, Komputer, Keperawatan, Pendidikan dan Ekonomi (IPM2KPE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31539/judika.v8i3.15218

Abstract

This study aims to (1) classify cryptocurrencies based on the integration of market data and on-chain data to provide a more accurate mapping of digital asset characteristics. The method used is Multi-Channel Clustering, which enables the combination of multiple data views (multi-view) in the clustering process. The data includes market capitalization, trading volume, percentage gain, and volatility from the market data channel, as well as coin supply and active addresses from the on-chain channel. All data were normalized using the Min-Max Normalization method to ensure scale uniformity across variables. The clustering process was carried out using a K-Means algorithm adapted for the multi-channel context. The results of the study identified three main clusters: Cluster 1 contains coins with medium to low market and on-chain activity characteristics such as Tron and Cro; Cluster 2 includes coins with high volume and significant on-chain activity but not dominant, such as Ethereum and Solana; and Cluster 3 consists solely of Bitcoin, which has a unique profile in both channels. In conclusion, the Multi-Channel Clustering method proves effective in producing a more comprehensive classification of cryptocurrencies and can serve as a decision-support tool in highly volatile and complex market environments.  Keywords: Cryptocurrancy, Classification, Multi-Channel Clustering.
Inovasi E-Modul Matematika Menggunakan CBL Berbasis AR Bernuansa Etnomatematika Jakarta Puja Ahmad, Khurfatul Jannah Jundiah; Fatra, Maifalinda; Sobiruddin, Dindin
Jurnal Pendidikan Matematika : Judika Education Vol. 8 No. 3 (2025): Jurnal Pendidikan Matematika:Judika Education
Publisher : Institut Penelitian Matematika, Komputer, Keperawatan, Pendidikan dan Ekonomi (IPM2KPE)

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

This research aims to develop a mathematics e-module using CBL based on Augmented Reality (AR) with Jakarta Ethnomathematics nuances that is valid, able to facilitate students' mathematical critical thinking skills, and get very good responses. The method used was the development method (R&D) with the Plomp model. The Plomp model consists of 3 phases, which are preliminary research, prototype phase, and assessment phase.  The results showed that in the preliminary research phase, the results of curriculum analysis, learner needs analysis, and task analysis were obtained so that a solution to improve critical thinking skills could be formulated. In the prototyping phase, an e-module was produced which had an average level of percentage score of material and media validity of 93.44% and 92.31% with “Very Valid” criteria. The posttest results showed that the e-module was able to facilitate students' critical thinking skills seen from the achievement of average completeness which was more than KKTP and classical proportion completeness of more than 75%. Mathematics e-modules using AR-based CBL with Jakarta Ethnomathematics nuances received a “Very Good” response from students of 96.63%. In conclusion, mathematics e-modules using AR-based CBL with Jakarta Ethnomathematics nuances are proven to be categorized as very valid, able to facilitate students' mathematical critical thinking skills, and this module is easy to use in the learning activity.   Keywords: Augmented Reality, Challenge Based Learning, Critical Thinking, E-Module, Ethnomathematics
Penerapan Model Pembelajaran Kooperatif Tipe Think Pair Share Berbantuan Media Kubal untuk Meningkatkan Hasil Belajar Siswa Nurlaila; Rizal, Setria Utama; Syabrina, Muhammad
Jurnal Pendidikan Matematika : Judika Education Vol. 8 No. 3 (2025): Jurnal Pendidikan Matematika:Judika Education
Publisher : Institut Penelitian Matematika, Komputer, Keperawatan, Pendidikan dan Ekonomi (IPM2KPE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31539/judika.v8i3.15313

Abstract

This study aims to determine the application of cooperative learning model type think pair share (TPS) assisted by cube block media (Kubal) in mathematics learning in class V MIS Fathul Iman Palangka Raya, improve student learning outcomes, and find out how much improvement in learning outcomes is achieved through the model. The method used is Classroom Action Research (CAR) with the Kemmis & Mc. Taggart model consisting of planning, action, observation, and reflection stages. The subjects of this study were 27 students of class V B at MIS Fathul Iman with data collection techniques through tests, observations, and documentation. The results of the study showed that the application of the TPS model assisted by Kubal media can create interesting, interactive learning, and is able to encourage students to think critically. Learning was carried out in two cycles and showed a significant increase. Teacher and student activities increased with very good criteria, as well as an increase in student learning outcomes from an average of 62.6 (low category) classical completeness 52% and an average to 82.6 (high category) classical completeness to 89%. The increase in the N-Gain Test value of 0.7325 (high) increased from the low category to the high category. Conclusion, the cooperative learning model of the TPS type assisted by Kubal media is effective in improving the quality of learning and students' mathematics learning outcomes. Keywords: Learning Outcomes, Kubal Media, TPS Cooperative Learning Model

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