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Deep Learning Model in Science Learning: Bibliometric Analysis Happy, Nurina; Tomi Apra Santosa; Siti Fatimah Hiola; Ifa Safira; Nur Latifah; Dewanto; Muh. Safar; Aat Ruchiat Nungraha
Science Education and Application Journal Vol 7 No 1 (2025): Science Education and Application Journal
Publisher : Program Studi Pendidikan IPA, Universitas Islam Lamongan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30736/seaj.v7i1.1160

Abstract

The deep learning model is one of the learning models that can be applied in science learning. Research related to deep learning has grown very rapidly in recent years. Research on deep learning models has produced many theoretical and empirical findings. Many trends have emerged to highlight the complexity and dynamics of deep learning models in science learning.  This study aims to discover the latest trends in deep learning model research in science learning. This study uses a bibliometric approach of analysis based on the Google Scholar database. Based on this study's title, abstract, and keywords, it produced 872 studies from 2015-2024. The results of this study show that the deep learning model in this learning has increased significantly in 2022. The increase in research on deep learning models shows the importance of applying deep learning models in learning.
Penerapan Pendekatan Teaching at The Right Level (TaRL) dengan Model Problem Based Learning (PBL) Guna Meningkatkan Hasil Belajar Matematika Siswa SMA Nila Azizatil Ludfiana; Sugiyanti Sugiyanti; Ganang Iqbal Riska; Nurina Happy
Journal on Education Vol 7 No 1 (2024): Journal on Education: Volume 7 Nomor 1 Tahun 2024
Publisher : Departement of Mathematics Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/joe.v7i1.6639

Abstract

This research is motivated by the low mathematics learning outcomes, which is a crucial issue in the development of education, particularly at SMA Negeri 9 Semarang. This study is an Action Research (PTK). The aim of this research is to determine whether Teaching at the Right Level (TaRL) with Problem-Based Learning (PBL) can improve students' mathematics learning outcomes. The subjects involved in this study were 36 students from class XII SMA N 9 Semarang. The research was conducted in two cycles. The results of the research show that teaching using the Teaching at the Right Level (TaRL) approach with Problem-Based Learning (PBL), starting from cycle 1 to cycle 2, resulted in an improvement in students' mathematics learning outcomes. In Cycle I, the percentage of learning outcomes reached 66.67%, which increased to 88.89% in Cycle II. The implementation of the Teaching at the Right Level (TaRL) approach with Problem-Based Learning (PBL) has proven to enhance the mathematics learning outcomes of students in class XII SMA N 9 Semarang.
OPTIMIZATION OF PRICING AND COST PLANNING USING LINEAR FUNCTIONS: AN ECONOMIC MATHEMATICS PERSPECTIVE ON FINANCIAL STRATEGY AT CAKE MY DAY Hery Saputra; Nina Zakiah; Nurina Happy
INTERNATIONAL JOURNAL OF ECONOMIC LITERATURE Vol. 3 No. 2 (2025): February
Publisher : Adisam Publisher

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

Abstract

Pricing and cost planning are critical aspects of business management, especially for small enterprises like the "Cakemyday" cake shop. Proper financial planning ensures sustainability and profitability in a competitive market. This study aims to analyze the financial feasibility of "Cakemyday" by calculating the Break-Even Point (BEP) and determining the optimal selling price based on cost structures and demand functions.A quantitative approach was employed, utilizing financial data, including fixed costs, variable costs, and demand function analysis. The BEP calculation determined the minimum number of units required to cover all expenses, while the demand function was derived from historical pricing and sales data to understand consumer behavior.The findings indicate that "Cakemyday" needs to sell 78 units to reach BEP, with a contribution margin of Rp 90,000 per unit. Furthermore, to achieve a profit target of Rp 3,000,000, an optimal selling price of approximately Rp 188,000 per unit was determined. The demand function analysis revealed a negative correlation between price and quantity demanded, supporting strategic pricing decisions.The study concludes that understanding financial metrics and consumer behavior is essential for sustainable business growth. It is recommended that "Cakemyday" implement targeted marketing strategies and monitor pricing dynamics to enhance profitability. Future research may explore external factors affecting demand and conduct comparative studies with similar businesses.
The Effectiveness of SAVI Learning Model Based on Flipped Classroom on Children's Problem Solving Ability Happy, Nurina; Mardiati, Mardiati; Hidayati, Nur; Latifah, Nur; Safira, Ifa; Sukini, Sukini; Sarnoto, Ahmad Zain; Sari, Windy Dian; Wantu, Hasyim Mahmud; Nugraha, Aat Ruchiat; Dewanto, Dewanto; Yastanti, Unpris; Santosa, Tomi Apra; Solissa, Everhard Markiano
Jurnal Obsesi : Jurnal Pendidikan Anak Usia Dini Vol. 9 No. 1 (2025)
Publisher : LPPM Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/obsesi.v9i1.6753

Abstract

This study aims to determine the effectiveness of the flipped classroom-based SAVI learning model on children's problem-solving skills. This research is a type of meta-analysis research. The eligibility criteria in this study are: a) the research must be published in 2022-2024; b) this research was obtained through the Google Scholar database; Mendeley; ScienceDirect; and Wiley; c) the research must be relevant; d) the research must have complete data to calculate the effect size value; and the sample size > 30 participants. The data in this meta-analysis is analyzed with the help of JASP and Microsoft Excel applications. The results of the analysis of 19 effect sizes concluded that the summary effect size value ( d = 1.077 ; z = 8.172 ; p < 0.001) of the effect size category was strong. These findings show that the application of the effectiveness model of the flipped classroom-based SAVI learning model has a positive influence on children's problem-solving skills
The Effect of Ethnobotanical Project Based Learning-STEM Model on Students 21st Century Thinking Skills in Science Learning Santosa, Tomi Apra; Sapulete, Heppy; Hiola, Siti Fatimah; Dewanto, Dewanto; Nugraha, Aat Ruchiat; Solissa, Everhard Markiano; Happy, Nurina; Manahor, Anwar
Edumaspul: Jurnal Pendidikan Vol 9 No 1 (2025): Edumaspul: Jurnal Pendidikan
Publisher : Universitas Muhammadiyah Enrekang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33487/edumaspul.v9i1.8842

Abstract

This study aims to determine the influence of ethnobotanically charged project-based learning-STEM models on students' critical thinking skills in biology learning. This type of research is a meta-analysis research. The inclusion criteria in this study are that the research must be relevant; research data was obtained from Google Scholar, Mendeley, ScienceDirect, ERIC and ProQuest; Research must be indexed by SINTA or Scopus, research published in 2023-2025 and have complete data to obtain effect size values. Data analysis with the help of the Jamovi application to calculate the effect size value, publication bias and homogeneity test. The results of this study concluded that the value of the summary effect size (d = 1.129; p < 0.005; Z = 9.890). These findings explain that there is an influence of the ethnobotanically charged project-based learning-STEM model on students' 21st-century skills in Science Learningcompared to the conventional model with a strong effect size category.
Pre-Service Teacher’s Beliefs and Knowledge about Mathematics Muhtarom, Muhtarom; Happy, Nurina; Nursyahidah, Farida; Casanova, Anriany
Al-Jabar: Jurnal Pendidikan Matematika Vol 10 No 1 (2019): Al-Jabar: Jurnal Pendidikan Matematika
Publisher : Universitas Islam Raden Intan Lampung, INDONESIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24042/ajpm.v10i1.3617

Abstract

This research describes the knowledge and beliefs of pre-service teachers about mathematics. Data collection of this research using written test of 143 mathematics pre-service teachers who have taken six semesters at Universitas PGRI Semarang, and interviewing of three pre-service teachers who are not consistent between knowledge and belief. The data are presented in the form of descriptive quantitative and analyzed qualitatively, including data reduction, data display, and conclusions drawing/verification. The results show that most of the knowledge of pre-service teachers are consistent with their beliefs. It is indicated that pre-service teachers’ knowledge has been internalized into a strong belief that affect their words and behaviors. The belief of almost half of pre-service teachers who become respondents changes because of lecturer activity effect. It can say that belief changes at any time, both the process of alteration and the formation of new beliefs as well as the reinforcement of the beliefs they have. 
The Ethnics Engagement: Navigating Power Dynamic and Ethnical Considerations in Community Based Education Nahria, Nahria; Santosa, Tomi Apra; Dewanto, Dewanto; Happy, Nurina; Safira, Ifa
Jurnal Medika: Medika Vol. 4 No. 3 (2025)
Publisher : LPPM Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/46csjy32

Abstract

social, cultural, and economic challenges faced by local communities(Yulianti, 2020); (Ali et al., 2024; Dewanto et al., 2023; Ichsan et al., 2023). This study examines ethnic involvement in community-based education by highlighting the power dynamics and ethical considerations that underlie the learning process and community empowerment. In the context of pluralistic community education, the involvement of ethnic groups is not only about participation, but also concerns bargaining positions, socio-cultural representation, and the challenges of maintaining justice and inclusivity. Through a qualitative approach based on literature studies and selected case studies, this study found that power inequality between education facilitators and local communities can hinder the process of social transformation. In addition, disregard for local values and norms often triggers resistance or misinterpretation of educational goals. Therefore, it is important to design a community-based educational approach that is sensitive to social dynamics, upholds participatory ethical principles, and strengthens community voices in decision-making. These findings recommend strengthening critical pedagogical practices that integrate local values with the goal of continuing education development.
Developing Science Inquiry Skills in Early Childhood Through Coding Games Munawar, Muniroh; Happy, Nurina; Roshayanti, Fenny; Setyoady, Yuris; Afif Luthfy, Perdana
Jurnal Cakrawala Pendidikan Vol. 44 No. 3 (2025): Cakrawala Pendidikan (October 2025)
Publisher : LPMPP Universitas Negeri Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21831/cp.v44i3.85086

Abstract

The 21st century demands education to equip students with academic knowledge and additional skills, such as innovative, productive, reasoning, programming, data literacy, problem-solving, and critical thinking to face the rapid world changes. This study aims to develop science inquiry skills from early childhood to support children in mastering skills needed in the 21st century. This research design is descriptive qualitative. Data was collected from 16 preschools by observations, interviews, and documentation. Researchers used NVivo software for data management and analysis. NVivo is a software application designed to assist researchers in organizing, analyzing, and visualizing qualitative data. The research results reveal that coding games can develop 7 primary science inquiry skills: arguing based on existing evidence, identifying problems, analyzing and interpreting data, evaluating and communicating, planning and conducting investigations, asking questions, and constructing explanations. This research suggests that more preschools carry out coding games in the learning process because coding games can develop children's science inquiry skills, which will be useful in children’s future careers.
The Effect of Integrated STEM Learning Models Based on Digital Technology on Improving Students' Digital Literacy Safira, Ifa; Hiola, Siti Fatmah; Sanulita, Henny; Happy, Nurina; Santosa, Tomi Apra; Yastanti, Unpris
Jurnal Penelitian Pendidikan IPA Vol 11 No 8 (2025): August
Publisher : Postgraduate, University of Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/jppipa.v11i8.12131

Abstract

This study aims to analyze the influence of digital technology-based integrated STEM learning models on improving students' digital literacy through a meta-analysis approach. Digital literacy is an essential competency in the era of the Industrial Revolution 4.0, and STEM learning that integrates digital technology is believed to be able to facilitate the strengthening of these skills. This study examined 20 scientific articles published in the period 2015–2024 and met the inclusion and methodological quality criteria. The analysis was carried out using JASP. The results of the meta-analysis showed that the digital-based STEM learning model had a significant influence on improving students' digital literacy, with an average effect size value of 0.78 which was included in the large category. Subanalysis based on education level indicates that the strongest influence occurs at the secondary education level. These findings imply that the development of STEM-based learning curricula and strategies that are integrated with digital technology needs to be continuously encouraged to strengthen students' readiness to face the challenges of the digital world.
Co-Authors .Dewi, Sinta Verawati Aat Ruchiat Nugraha Aat Ruchiat Nungraha Agnita Siska Pramasdyahsari, Agnita Siska Agung Handayanto Agung Handayanto Ahmad Zain Sarnoto Anak Agung Istri Sri Wiadnyani Andi Priyolistiyanto Anriany Casanova Aris, Muhammad Hamdan Aula Amalia Azizah, Linda Ilmi Rahmah Bungkus Dias Casanova, Anriany DEWANTO Dewanto Dewanto Dewi, Sinta Verawati Dhian Endahwuri, Dhian Diah Safitri Dinahyu Arifah Yuniar Djamilah Bondan Widjajanti EFENDI Eliya Cicik Puspita Sari Fairuz Amin Fajar Prasetio Bayu Nugroho Falakhudin, Fahmi Arif Farida Nursyahidah Fenny Roshayanti FX Didik Purwosetiyono Ganang Iqbal Riska Heni Purwati Heni Purwati Henny Sanulita hery saputra Hidayah, Laili Nurul Hiola, Siti Fatimah Hiola, Siti Fatmah Ifa Safira Lilik Ariyanto Manahor, Anwar Mardiati Mardiati Maulina, Julia Muh. Safar Muhammad Prayito Muhtarom Muniroh Munawar Nahria Nahria, Nahria Nila Azizatil Ludfiana Nina Zakiah Nizaruddin . Nizaruddin Nizaruddin Noora Qotrun Nada, Noora Qotrun Nur Hidayati Nur Latifah Nur Latifah, Nur Perdana Afif Luthfy Praptining Rahayu ., Praptining Rahayu Rafiqoh, Sri Rasiman Rasiman Retno Cahyanti Riska, Ganang Iqbal Rizky Esti Utami, Rizky Esti RR. Ella Evrita Hestiandari Santosa, Tomi Apra Sapulete, Heppy Sari, Windy Dian Setyoady, Yuris Setyowati, Khoirunisak Siti Fatimah Hiola Solissa, Everhard Markiano Sugiyanti Sugiyanti Sukini, Sukini Sutrisno Sutrisno Tomi Apra Santosa Umi Sya&#039;adah Unpris Yastanti, Unpris Utami, Salma Millenia Via Yustitia Wantu, Hasyim Mahmud Wicaksono, Khoirul Anam Dwi Widya Kusumaningsih Wiwik Susanti Yanuar Hery M Yanuar Hery Murtianto Yanuar Hery Murtianto zakiah, Nina Zuhri Zulfa Faiqotun Alfin