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Aplikasi Deep Learning untuk Prediksi Hasil Belajar Matematika Berdasarkan Gaya Belajar Siswa Tulloh, Irza As-sajdah; Dwitasari, Putri; Pratama, Ayoudya Shakthi; Netriwati, Netriwati; Nendra, Fadly
Griya Journal of Mathematics Education and Application Vol. 5 No. 4 (2025): Desember 2025
Publisher : Pendidikan Matematika FKIP Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/griya.v5i4.934

Abstract

This study aims to analyze the application of deep learning in predicting students’ mathematics learning outcomes based on their learning styles. This research employs a quantitative approach using descriptive, inferential, and predictive analysis techniques based on deep learning. The research sample consisted of 61 eleventh-grade students from SMAN 12 Bandar Lampung. Data were collected through a learning style questionnaire based on the VARK model (Visual, Auditory, Read/Write, and Kinesthetic) and a mathematics achievement test (posttest). Descriptive analysis results showed that the most dominant learning style was read/write. The Kolmogorov–Smirnov normality test indicated that the data were not normally distributed, so the analysis was continued using the Kruskal–Wallis test. The results showed an Asymp. Sig value of 0.684 (> 0.05), indicating no significant difference in mathematics learning outcomes among dominant learning style groups. Nevertheless, the implementation of deep learning still shows potential in assisting the prediction of learning outcomes by considering various factors such as motivation, teaching methods, and learning environment.
Mathematical Modeling of the Reinforcing the Profitability of Traditional Markets Netriwati, Netriwati; Qulyasry, Fadila; Nabila, Siti Ulfa; Nendra, Fadly; Sari, Meta
Ensiklopedia: Jurnal Pendidikan dan Inovasi Pembelajaran Saburai Vol 5, No 02 (2025): ENSIKLOPEDIA: Jurnal Pendidikan dan Inovasi Pembelajaran
Publisher : Universitas Sang Bumi Ruwa Jurai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24967/esp.v5i02.4439

Abstract

This study aims to develop a mathematical model to analyze the impact of the revitalization program at Koga Market, Bandar Lampung, on traders’ profits by examining the influence of sales volume, marketing costs, staple-goods prices, and infrastructure costs. Using a quantitative survey approach involving 50 randomly selected traders, data were collected through questionnaires, interviews, and documentation, and analyzed using descriptive statistics, classical assumption tests, and multiple linear regression. The results show that staple-goods prices and infrastructure costs have a strong and significant positive effect on traders’ profits, marketing costs also contribute positively, while sales volume shows a negative but insignificant effect. All classical assumptions were met, indicating that the regression model is valid for explaining the profit determinants. The findings confirm that market revitalization has generated measurable economic benefits through improved infrastructure and stable commodity prices, suggesting the need for continued infrastructure enhancement and strengthened marketing strategies to further support traders’ economic sustainability.
Mathematics in the Tradition of Nusantara Architecture: An Effort to Improve Students’ Problem-Solving Skills Netriwati, Netriwati; Lestari, Ita Dwi; Emilia, Wulan; Mulani, Al Qausar; Nendra, Fadly
Kognitif: Jurnal Riset HOTS Pendidikan Matematika Vol. 5 No. 4 (2025): October - December 2025
Publisher : Education and Talent Development Center Indonesia (ETDC Indonesia)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51574/kognitif.v5i4.4083

Abstract

Previous research has explored students' problem-solving abilities, yet few studies have incorporated elements of Nusantara architecture into the mathematics learning process. This study aims to examine the changes in students’ problem-solving skills following the implementation of Nusantara architecture-based learning in the topic of number patterns. This approach is operationalized through the utilization of carving motifs, symmetrical structures of traditional buildings, and construction rhythms as concrete representations of number pattern concepts. The research employed a one-group pretest–posttest design, involving 33 eighth-grade students from SMP Negeri 7 Bandar Lampung as participants. The research instruments consisted of a problem-solving ability test and a student response questionnaire, while the learning process was conducted over four meetings. Because the data did not meet the assumption of normality, the analysis was conducted using the Wilcoxon Signed Rank Test and N-gain calculations to determine the magnitude of improvement in learning outcomes. The results of the analysis showed a significance value of 0.000 < 0.05, indicating a significant difference between the scores before and after the treatment. The N-gain value of 0.7700 falls into the high category, indicating that Nusantara architecture–based learning is able to improve students’ mathematical problem-solving abilities. In addition, the questionnaire results showed that most students gave positive responses to the implementation of this learning approach. Overall, Nusantara architecture–based learning has been proven effective in strengthening students’ understanding of mathematical concepts and providing a more contextual, creative, and culturally grounded learning experience.
PERAN BRAIN ROT, MOTIVASI BELAJAR, DAN MINAT BACA DALAM MEMBENTUK KEMAMPUAN BERPIKIR KRITIS MATEMATIS MAHASISWA Netriwati; Fortuna Wati , Mentari; Riskiana Dewi, Novian; Nendra, Fadly
Pendas : Jurnal Ilmiah Pendidikan Dasar Vol. 11 No. 01 (2026): Volume 11 No. 01 Maret 2026 Publish
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jp.v11i01.41754

Abstract

The phenomenon of brain rot, characterized by a decline in cognitive engagement due to excessive consumption of digital content, has become a concern in higher education as it potentially affects students’ learning motivation, reading interest, and critical thinking ability. This study aims to analyze the effects of brain rot, learning motivation, and reading interest on students’ critical thinking ability. This research employed a quantitative non-experimental approach with an ex post facto design. The population of the study consisted of students of the Mathematics Education Program at UIN Raden Intan Lampung, with a sample of 149 students selected through cluster random sampling. Data were collected through a critical thinking ability test and questionnaires on brain rot, learning motivation, and reading interest, and were analyzed using multiple linear regression with the assistance of SPSS software. The findings indicate that brain rot, learning motivation, and reading interest simultaneously have a significant effect on students’ critical thinking ability, with brain rot having a negative effect, while learning motivation and reading interest have positive effects. These findings highlight the importance of managing digital content consumption wisely and strengthening learning motivation and reading interest as part of efforts to enhance the quality of students’ critical thinking in higher education.  
DAMPAK VIDEO PEMBELAJARAN BILINGUAL BERBASIS INSHOT TERHADAP HIGH ORDER THINKING SKILL DAN PENGAMBILAN KEPUTUSAN Nendra, Fadly; Imelia Ardani, Tusti; Nadira; Anggelia Putri, Dinka; Netriwati; Rosidah, Mar'ati
Pendas : Jurnal Ilmiah Pendidikan Dasar Vol. 11 No. 01 (2026): Volume 11 No. 01 Maret 2026 Published
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jp.v11i01.43294

Abstract

This study aims to examine the impact of using bilingual learning videos based on the Inshot application on students' High Order Thinking Skills (HOTS) and decision-making abilities. The background of this study is based on the low level of higher-order thinking and decision-making skills among students, as well as the need for innovative learning media that are appropriate to the context of Islamic institutions. The study used a quantitative method with a quasi-experimental design, involving two classes (control and experimental) with a total of 44 students. The research instrument was a validated and reliable essay test (Cronbach's Alpha = 0.970). Data analysis was conducted using MANOVA to test two dependent variables simultaneously. The results showed that bilingual learning videos based on Inshot had a significant effect on improving students' HOTS and decision-making abilities. These findings support the use of simple technology designed contextually as an alternative learning media that is effective and relevant to the characteristics of institutions.
HUBUNGAN PENGGUNAAN MEDIA SOSIAL DENGAN MOTIVASI DAN KONSENTRASI BELAJAR PESERTA DIDIK Rehatul Jannah, Laila; Ningtias, Septi Ayu; Mulani, Al Qausar; Netriwati; Fadly Nendra
Pendas : Jurnal Ilmiah Pendidikan Dasar Vol. 11 No. 01 (2026): Volume 11 No. 01, Maret 2026 Release
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jp.v11i01.43988

Abstract

This study aims to determine the relationship between social media use and students’ learning motivation and concentration. This research employed a quantitative approach using a survey method. The population consisted of all ninth-grade students, with a sample of 60 respondents selected through random sampling. The research instrument was a questionnaire using a Likert scale, which had been tested for validity and reliability. Data were analyzed using Spearman correlation due to non-normal data distribution.The results showed a negative and significant relationship between social media use and learning motivation (r = -0.361; p < 0.05). Meanwhile, there was no significant relationship between social media use and learning concentration (r = -0.090; p > 0.05). Additionally, there was a positive and significant relationship between learning motivation and learning concentration (r = 0.609; p < 0.05). In conclusion, excessive use of social media tends to decrease students’ learning motivation but does not directly affect learning concentration. On the other hand, learning motivation plays an important role in improving students’ learning concentration. Therefore, proper management of social media use and efforts to enhance learning motivation are necessary to support the learning process
PENGARUH REFLEKSI DIRI KRITIS TERHADAP KESIAPAN MENGAJAR MAHASISWA CALON GURU MELALUI PENGALAMAN OBSERVASI SEKOLAH Dwi Lestari, Ita; Ersi Anggita, Ana; Emilia, Wulan; Netriwati; Nendra, Fadly
Pendas : Jurnal Ilmiah Pendidikan Dasar Vol. 11 No. 01 (2026): Volume 11 No. 01 Maret 2026 Published
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jp.v11i01.44107

Abstract

This study aims to analyze the effect of critical self-reflection on the teaching readiness of pre-service teachers and to examine the differences in teaching readiness before and after observation activities. The study employed a quantitative approach with a pretest–posttest design. Data were collected using questionnaires measuring teaching readiness at the pre- and post-observation stages, as well as critical self-reflection at the post-observation stage. Data analysis was conducted using descriptive and inferential statistics with the assistance of SPSS, including the Paired Sample t-Test and simple linear regression. The results showed that there was no significant difference in teaching readiness before and after observation (Sig = 0.343 > 0.05), although there was an increase in the mean score. However, the regression analysis indicated that critical self-reflection had a significant effect on teaching readiness (Sig = 0.000 < 0.05), with a coefficient of determination of 0.632. This finding suggests that critical self-reflection makes a strong contribution to students’ teaching readiness. These findings indicate that observation activities alone are insufficient to significantly improve teaching readiness without being accompanied by a process of critical self-reflection. Therefore, the integration of structured reflective activities in pre-service teacher education is essential to optimally enhance teaching readiness.
Evektivitas Model Project Based Learning Berbantuan Multi-Platfrom Terhadap Kemampuan Spatial Dan Representasi Is Soleha, Ruvatul Nida; Netriwati, Netriwati; Ambarwati, Riyama; Ayuni Suri, Indah Resti; Nendra, Fadly
Imajiner: Jurnal Matematika dan Pendidikan Matematika Vol 8, No 2 (2026): Imajiner: Jurnal Matematika dan Pendidikan Matematika
Publisher : Universitas PGRI Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26877/imajiner.v8i2.26575

Abstract

ANALISIS KEMAMPUAN HIGHER ORDER THINGKING SKILLS (HOTS) PESERTA DIDIK PADA PEMBELAJARAN MATEMATIKA KURIKULUM MERDEKA Netriwati; Anggraini, Fitria; Niatapia, Susi; Cahayanti, Adinda Zein; Safitri, Shanria; Nendra, Fadly
Pendas : Jurnal Ilmiah Pendidikan Dasar Vol. 11 No. 02 (2026): Volume 11 No. 2, Juni 2026 Publish
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jp.v11i02.46291

Abstract

The purpose of this study is to examine how students use HOTS Higher Order Thinking Skills (HOTS) when learning mathematics using the Independent Curriculum. "Twenty-five students of class XII IPA MA Al Hikmah Bandar Lampung became the subjects of this qualitative descriptive study. In-depth interviews and HOTS-based tests were used to collect data. The Miles HOTS Huberman model was used in the data analysis process, which includes data reduction, data presentation, HOTS conclusion drawing". According to the findings, 24% of students are included in the high group, 48% in the middle category, HOTS 28% in the low category. All indicators of HOTS analysis, assessment, HOTS creation are filled by highly capable students. Students in the middle group, on the other hand, are able to understand the problem but have difficulty in assessing HOTS development solutions. Low-ability students show significant challenges in understanding HOTS problems and choosing the right solution. These results indicate that students' HOTS skills are still below the HOTS standard and require improvement by using appropriate teaching methods.
Analisis Pemahaman Konsep Matematis Berdasarkan Gaya Belajar Peserta Didik Menggunakan Model Pembelajaran Matematika Knisley (MPMK) Berbantuan Media Video Pembelajaran Sri Wahyuni; Netriwati; Wawan Gunawan; Fadly Nendra
Jurnal Pendidikan Matematika (JPM) Vol 9 No 1 (2023): Jurnal Pendidikan Matematika (JPM)
Publisher : Department of Mathematics Education, Faculty of Teacher Training and Education, Universitas Islam Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33474/jpm.v9i1.19590

Abstract

Penelitian ini bertujuan untuk mengetahui apakah terdapat pengaruh Model Pembelajaran Matematika Knisley Berbantuan Media Video Pembelajaran Terhadap Pemahaman Konsep Matematis ditinjau dari gaya belajar peserta didik. Penelitian ini merupakan penelitian jenis kuantitatif dengan pendekatan Quasi Eksperiment Desain. Populasi dalam penelitian ini adalah seluruh peserta didik kelas VIII SMP Negeri 7 Krui, sebagai sampel menggunakan dua kelas terpilih dengan menggunakan teknik cluser random sampling dan terpilih kelas VIII B sebagai kelas eksperimen yang diberi perlakuan dengan Model Pembelajaran Matematika Knisley (MPMK) berbantuan Media Video Pembelajaran dan kelas VIII C sebagai kelas kontrol yang diberi perakuan Model Pembelajaran Direct Instruction. Teknik analisis data menggunakan uji prasyarat yaitu uji normalitas dan homogenitas. Adapun uji hipotesis menggunakan ANOVA dua jalur dan uji lanjut dengan uji komparasi ganda dengan metode scheffe. Hasil penelitian menunjukkan bahwa: (1) Terdapat pengaruh Model Pembelajaran Matematika Knisley (MPMK) berbantuan video pembelajaran terhadap pemahaman konsep matematis, (2) Terdapat perbedaan pemahaman konsep antara peserta didik yang memiliki kategori visual, auditorial dan kinestetik, (3) Tidak terdapat interaksi antara faktor model pembelajaran dan gaya belajar terhadap pemahaman konsep matematis.