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The learning interest of students at SDN Silih Asih 2 during learning varies greatly. However, based on the results of observations, most students are less active in participating in learning activities in class, especially in Mathematics. This problem occurs due to the lack of use of interesting and enjoyable learning media for students. This study aims to prove whether the application of Wordwall  educational game media can improve student learning activity in Mathematics in Class 1. The research conducted was Classroom Action Research (CAR) involving 20 students. Data collection included direct observation, interviews and questionnaires. The results of the study showed that the application of Wordwall  educational game-based learning media can improve student activity. This is evidenced by an increase in the average student activity of 55% from cycle I to cycle II. This increase shows that the application of Wordwall  educational game learning media is effective in improving student activity in learning mathematics in class 1 at SDN Silih Asih 2.

This study aims to develop a Canva-based Digital Scrapbook as a learning medium for negotiation texts for tenth-grade students at SMK Negeri 1 Sogae'adu. The research uses the Research and Development (R&D) method with the Borg and Gall model, which includes ten steps: identifying problems, collecting data, designing products, validating designs, revising, product testing, revising, usage testing, final revisions, and mass production. The product trial was conducted with 6 students from class X MP 2, and the usage trial with 33 students from class X MP 1. The media was validated by three experts: material, language, and design. Material validation reached a score of 60 out of 60 (100%), language validation scored 40 out of 40 (100%), and design validation showed high feasibility. The practicality of the media, based on student questionnaires, was 91%. Effectiveness was shown by increased post-test scores, with 81% of students meeting the learning completeness criteria. The results indicate that Canva-based Digital Scrapbook media is highly feasible, practical, and effective for learning negotiation texts. This media improves student engagement, concept understanding, and interest. It supports student-centered learning and fits the needs of 21st-century students who prefer interactive, and visual, and creative approaches to understand material better.

The difficulties students experience when solving problems that require calculation indicate a need to improve their arithmetic skills. This research aims to describe students' numeracy skills in solving number problems while also identifying the obstacles they encounter in developing these skills. Specifically, this study explores the mathematical numeracy literacy abilities of fourth-grade elementary school students in facing the Minimum Competency Assessment (AKM) questions on number material at one elementary school in Indonesia. This research uses a descriptive qualitative approach with data collection techniques including AKM numeracy tests, observation, interviews, and documentation. The research findings show that students' mathematical numeracy literacy ability is in the moderate category, with an average achievement of 65.8%. The main difficulties experienced by students include: (1) recognizing mathematical information from contextual problems, (2) performing numerical calculations, (3) interpreting calculation results in the context of real-world problems, and (4) communicating mathematical reasoning in writing. Based on these results, this research recommends strengthening numeracy learning that connects material with everyday life contexts, as well as improving students' mathematical reasoning abilities through problem-based learning approaches, to optimize the mathematical numeracy literacy of elementary school students.

This research aims to develop online mathematics learning tools based on the local wisdom of Papua in the form of Lesson Plan and E-Worksheet products that are oriented to students' critical thinking skills and mathematical problem-solving in materials of polyhedra which (1) validity aspects, (2) practicality aspects, (3) effectiveness aspects. The cultures used in this research are the kariwari traditional house and the kaki seribu traditional house as illustrations to explain the concept of polyhedra. The research method is research and development (R&D) using the ADDIE (Analysis, Design, Development, Implementation, and Evaluation) development design model. The subjects in this study are 8 students who are in grade VIII at Golden Gate Junior High School, Sorong City. The instruments used in this study are validation sheets, learning implementation observation sheets, teacher response questionnaires, student response questionnaires, and tests. The learning tool is valid if the results of the experts' assessment are at least in the "good" category. Learning tools are said to be practical if the results of teacher’s responses, student responses, and observations of learning implementation are at least in the "good" category. The learning tool is effective if the percentage of students who complete the critical thinking skills test and the math problem-solving ability test is at least 60%. This research produced online learning tools in Lesson Plan and E-Worksheet mathematics form based on local Papuan wisdom oriented to critical thinking skills and problem-solving skills of grade VIII junior high school students on flat-side space building materials. The validation results show that the product developed meets the valid criteria with a good category. The results of the test show that the product developed meets the practicality and effectiveness criteria. Practicality achieved the category “very good” based on teacher assessment, student responses, and the observation of learning implementation. Effectiveness achieves the effective category based on the test of critical thinking skills and mathematical problem-solving. The percentage of students who completed the critical-thinking skills test reached 87.50%, and the mathematical problem-solving ability test reached 75.00%.

The classical mastery score of Grade XI ATPH 3 students at SMK Negeri 1 Purwosari in the fertilization element of fertilization techniques subject for the 2024/2025 academic year, did not meet the minimum required standard. This study aimed to determine the effectiveness of the Problem Based Learning (PBL) method in improving student learning outcomes in the fertilization element of the fertilization techniques subject. The classroom action research was conducted in two cycles. Based on data analysis and reflection, it was concluded that the Problem Based Learning (PBL)method effectively improved the learning outcomes of Grade XI ATPH 3 students at SMK Negeri 1 Purwosari. In the first cycle, the student mastery was 30.30% with an average score of 61.82, while in the second cycle, mastery increased to 75.76% with an average score of 81.21.

The realization of active student learning conditions is the hope of all components of education including the community and education practitioners. Increasing student activity is the teacher's ability to plan teaching and learning activities in achieving learning objectives. In learning activities at school, teachers must ensure that students can make effective observations in order to obtain the best learning outcomes. In teaching, students should be given the opportunity to make the best observations. Learning strategies with Activity-Based Teaching Approaches in Islamic Religious Education Learning for Class V Students of SDN 027 Labuhan Tangga Baru are attempted to increase motivation, achievement, creativity, and problem solving in learning.

Breast cancer is the most prevalent cancer among women worldwide, requiring early and accurate diagnosis to reduce mortality. This study proposes a hybrid classification pipeline that integrates Hybrid Statistical Feature Selection (HSFS) with unsupervised LSTM-guided feature extraction for breast cancer detection using the Wisconsin Diagnostic Breast Cancer (WDBC) dataset. Initially, 20 features were selected using HSFS based on Mutual Information, Chi-square, and Pearson Correlation. To address class imbalance, the training set was balanced using the Synthetic Minority Over-sampling Technique (SMOTE). Subsequently, an LSTM encoder extracted non-linear latent features from the selected features. A fusion strategy was applied by concatenating the statistical and latent features, followed by re-selection of the top 30 features. The final classification was performed using a Support Vector Machine (SVM) with RBF kernel and evaluated using 5-fold cross-validation and a held-out test set. Experimental results showed that the proposed method achieved an average training accuracy of 98.13%, F1-score of 98.13%, and AUC-ROC of 99.55%. On the held-out test set, the model reached an accuracy of 99.30%, precision of 100%, and F1-score of 99.05%, with an AUC-ROC of 0.9973. The proposed pipeline demonstrates improved generalization and interpretability compared to existing methods such as LightGBM-PSO, DHH-GRU, and ensemble deep networks. These results highlight the effectiveness of combining statistical selection and LSTM-based latent feature encoding in a balanced classification framework.

Many problems during the learning process result in a decrease in student learning motivation which has a negative impact on academic achievement and makes students less active. This can be seen from (1) the rarity of students asking or responding to questions (2) students rarely communicate difficulties to teachers (3) students are also often late in submitting assignments. With these problems, researchers tried to apply the project based learning model with a constructivist approach analysis implemented at SMA Negeri 1 Majene. The subjects of this study were 38 grade X MIPA students of PAI subjects and one of the PAI subject teachers. The method used is descriptive qualitative, data collection techniques are observation, interviews and documentation. Data analysis techniques by means of data collection, data reduction, data presentation and drawing conclusions. The results of this study students have been faced with a problem and have the ability to analyze complex problems, investigate, evaluate, viewpoints and draw conclusions based on evidence and reasoning coupled with the spirit of student collaboration is very compact in each group, where a collaboration is a process of achieving a goal that is done together helping each other, and the most supportive thing in the learning process activities is the extrinsic factor of students which is the stimulation from outside, namely the people around them. In the application of constructivism in learning, it is expected that students are more active and teachers as facilitators become more innovative.

This research aims to improve student learning outcomes in motion system materials by applying the Problem-Based Learning (PBL) learning model at Tumou Tou Girian Christian High School, Bitung. This research was carried out in two cycles, each consisting of planning, implementation, observation, and reflection stages. The first cycle showed that only 36% of students completed learning, while the other 64% did not. In the second cycle, student learning completeness increased to 84% after improvements and the implementation of more effective strategies. Applying PBL allows students to actively engage in learning, develop problem-solving skills, and think critically. The results of this study show that PBL can increase students' motivation in learning and encourage better interaction between students. Additionally, the PBL model is effective in helping students construct their knowledge, relate the subject matter to real life, and improve their overall learning outcomes. This research contributes to developing innovative learning methods that can be applied to improve the quality of education, especially in biology learning. These findings imply the importance of using problem-based learning models in improving education quality and students' high-level thinking skills. For further research, exploring the application of PBL in other subjects and its impact on students' social skills is recommended.

Inquiry learning strategy is an educational approach that places students at the center of the learning process by encouraging them to actively seek, discover, and conclude knowledge through questioning, observing, and critically analyzing. In this strategy, students are not passive recipients of information from the teacher but are directly involved in learning activities that demand critical and analytical thinking skills. Through inquiry learning, students develop critical thinking abilities by engaging in stages such as problem formulation, hypothesis development, data collection, and drawing conclusions based on observations and analysis. This approach has been proven effective in enhancing students’ critical thinking skills as it promotes active and independent participation in learning, while also boosting motivation and self-confidence. The teacher acts as a facilitator who guides and motivates students to sharpen their critical thinking skills in solving problems systematically and logically. Thus, inquiry learning strategy not only enriches students’ understanding of the subject matter but also equips them with essential thinking skills to face future life and learning challenges.  

The Social studies has an important role in education, namely understanding the wider social world so that students are able to face the challenges of global issues. This research explores the transformation of social studies learning in the modern era, focusing on contemporary global issues such as climate change, geopolitical conflicts, economic disparities, health problems, and human rights violations. Through a qualitative-descriptive approach and literature study, this research examines the urgency of social studies education transformation in responding to these issues. The results show that social studies education needs to adopt more interactive and technology-based learning methods, integrate character values, improve digital literacy, and incorporate global issues into the curriculum, the key role of teachers as facilitators and continuous evaluation to ensure the effectiveness of the transformation. This study concludes that a comprehensive transformation of social studies learning is essential to prepare the younger generation to be responsible global citizens and able to contribute to a better society.  

The purpose of this study is to describe the effect of Outdoor Learning Math using GPS-based mobile technology-assisted math traces on students' problem solving and mathematical communication skills, describe the effect of Outdoor Learning Math using GPS-based mobile technology-assisted math traces on problem solving skills, and describe the effect of Outdoor Learning Math using GPS-based mobile technology-assisted math traces on students' mathematical communication skills. This type of research is Quasi Experimental using Nonequivalent Control Group Design. This research was conducted at SMP Negeri 1 Malinau, North Kalimantan City with 60 students from two 9th grade classes. The instruments used in this study were descriptive test questions of problem solving ability, mathematical communication and observation sheets for the implementation of Outdoor Learning Math learning activities using GPS-based mobile technology-assisted math traces. The results showed that there was an effect of Outdoor Learning Math using GPS-based mobile technology-assisted math traces on students' problem solving and mathematical communication skills together, there was no effect of Outdoor Learning Math using mobile technology-assisted math traces on problem solving skills, and there was no effect of Outdoor Learning Math using GPS-based mobile technology-assisted math traces on mathematical communication skills. Therefore, for future researchers to expand the scope of materials such as geometry, statistics and probability, algebra, arithmetic and add student motivation variables.

The construction of a gazebo on the grounds of the Rectorate Building at Campus 1 of Gorontalo State University is an integral component of the Building Design Studio I course, which bridges theoretical knowledge and practical application for vocational students. This study aims to explore the process of student involvement in the design, implementation, and completion of the gazebo project, as well as to assess its alignment with the theory of simple building design and construction. The methods used for this project included on-site design evaluations, selection of local materials, distribution of group tasks, site analysis, creation of technical drawings, phased construction involving the lower, middle, and upper structures, and finishing. The results indicate that students effectively translated their technical drawings into a functional and aesthetically appealing structure. The gazebo was built using locally sourced materials, such as wood and bamboo, ensuring the structure met necessary strength standards while blending harmoniously with the campus environment. The activity highlighted the relevance of theoretical knowledge, with discussions emphasizing key concepts such as sustainability, accuracy in measurement, and effective team coordination. Furthermore, students' active participation in the project significantly enhanced their technical and managerial competencies, fostering a sense of responsibility toward the maintenance and development of campus facilities. The hands-on nature of the project also allowed students to gain real-world experience in construction practices, which directly contributes to their vocational training. This project serves as an effective example of project-based learning in vocational education, combining practical skills development with theoretical understanding. By engaging in this real-world application, students were able to strengthen their problem-solving abilities and gain insights into the complexities of construction projects, ultimately preparing them for professional careers in the field of architecture and building design

This study aims to assess how well the Problem-Based Learning learning model improves the learning outcomes of Science High School Negeri 1 Nanusa grade XI students studying the Structure and Function of Plant Tissues. Learning biology frequently calls both a thorough conceptual grasp as well as an instructional strategy that may best engage pupils. The Classroom Action Research methodology is used in this study in two cycles, each with two meetings. Pre-tests, post-tests, observation of teacher and student activities, and documentation of the learning process were used to gather data. The study's findings demonstrated that using the Problem-Based Learning paradigm improved student learning outcomes' average score from 70 in the first cycle to 82 in the second. Additionally, the percentage of classical completeness rose dramatically from 40% to 90%. Furthermore, the second cycle appeared to have better results regarding students' active participation in group discussions, comprehension of the subject matter, and capacity to communicate group work outcomes. These results suggest that biology instruction at the secondary school level benefits greatly from using problem-based learning. This methodology promotes students' active participation, conceptual comprehension, and improved academic performance.

This research is motivated by the problems in class VIII of Al-Irsyad TI Bulaan Kamba Islamic Boarding School that the learning process is still centered on the teacher, lack of student response to mathematics learning, lack of student courage to ask the teacher, students still think mathematics is difficult and scary, lack of interest in learning mathematics, and students are less enthusiastic when participating in mathematics learning. One alternative learning that can be done to overcome these problems is to apply the Problem Based Learning learning model. This study aims to determine the effect of the Problem Based Learning learning model on the interest in learning mathematics of class VIII students of Al Irsyad TI Bulaan Kamba Islamic Boarding School. The hypothesis in this study is "there is a significant effect of the Problem Based Learning learning model on the interest in learning mathematics of class VIII students of Al Irsyad TI Bulaan Kamba Islamic Boarding School". This type of research is a pre-experiment with a one group pretest-posttest research design, the population in this study were all students of class VIII of Al Irsyad TI Bulaan Kamba Islamic Boarding School, the sampling used was Random Sampling, first a normality test, homogeneity test, and average similarity test were carried out on the population data. The sample in this study was class VIII A as the sample class. The instrument in this study was a questionnaire on students' interest in learning mathematics. The data analysis technique used in this study was the paired sample t test. The results obtained from the paired sample t test were t count = 2.81 and t table = 2.05 and sig = 0.0045 at a real level of α = 0.05. From these results it can be concluded that H0 is rejected and H1 is accepted. So it can be concluded that there is a significant influence of the Problem Based Learning learning model on the interest in learning mathematics of class VIII students of Al Irsyad TI Bulaan Kamba Islamic Boarding School.    

Environmental education plays a crucial role in modern curricula, emphasizing sustainability and ecological responsibility to address global challenges. This study compares faith-based and secular environmental education strategies, focusing on how theological reflection and ecological consciousness are integrated into teaching frameworks. Faith-based schools, particularly those rooted in Christianity and Islam, incorporate ecological ethics within religious teachings, framing environmental stewardship as a moral and spiritual duty. In contrast, secular models prioritize scientific literacy and environmental problem-solving. The study reveals that faith-based models promote both scientific understanding and moral engagement with environmental issues through religious values like Imago Dei (in Christian schools) and khalifah (in Islamic schools). These values instill a sense of moral accountability, motivating students to act sustainably. The research also highlights how curriculum design, teacher involvement, and experiential learning contribute to the effectiveness of both models in fostering ecological responsibility. By comparing these approaches, the study proposes an integrative eco-theological pedagogical framework that combines the strengths of both methods to promote long-term commitment to sustainability. The findings have implications for educational policy, curriculum development, and teacher training, especially in pluralistic school settings where diverse perspectives must be considered. Integrating ecological ethics into education can cultivate a generation committed to sustainability and ethical responsibility.

In geotechnical engineering, building robust structures is crucial to ensure the bearing capacity of structures against external forces, so making sure soil strength and unreliable build cost and duration prediction are also very important and preliminary aspects of any construction project. Therefore, in this first-of-its-kind modern examine, the capability of various artificially intelligent (AI)-based models toward reliable forecasting and estimation of preliminary construction expenses, duration, and strength at shear is explored. First, background information about the revolutionary artificial intelligence (AI) technique along with its many distinct models ideal for geotechnical and building engineering problems is presented, The use of AI-based models in the literature for the aforementioned construction and maintenance applications is discussed in a number of current works, together with their benefits, drawbacks, and future directions. Several important input elements that significantly affect the preliminary price of construction, construction time, and soil's shear strength estimation are listed and given through analysis. Finally, some obstacles to employing AI-based models for precise forecasts in these applications are discussed, along with elements influencing the problems with cost overruns. Thus, this work can help civil engineers make effective use of artificial intelligence (AI) to solve difficult and risky tasks. It can also be used to Internet of Things (IoT) environments for self-learning applications like smart architectural health-monitoring systems

This research is based on the background of the problems found in grade IX of SMP N 1 Gunuang Omeh District that the low motivation of students in learning mathematics, this is characterized by students who look lazy in learning and only a few students pay attention when the teacher explains the material. Then, from the results of the students' daily test scores, it was also found that the low ability to understand mathematical concepts of grade IX students at SMP N 1, Gunuang Omeh District. The formulation of the problem in this study is how is the motivation of students to learn in mathematics subjects using the Student Teams Achievement Division (STAD) type cooperative learning model for grade IX at SMP N 1 Gunuang Omeh District for the 2023/2024 Academic Year and whether there is a significant positive influence using the Student Teams Achievement Division (STAD) type cooperative learning model on the ability to understand mathematics concepts of grade IX students at SMP N 1 Kecamatan Gunuang Omeh for the 2023/2024 Academic Year. This type of research is a quasi-experimental experiment with a Randomized Control Group Only Design research design. The population in this study is all grade IX students at SMP N 1, Gunuang Omeh District. Sampling was determined at random first by a normality test, a homogeneity test, and an average similarity test on population data. The sample in this study is class IX-2 as the experimental class and class IX-3 as the control class. The results of the analysis of the student mathematics learning motivation questionnaire data were obtained with a percentage of 72.28% with high motivation criteria and the test of students' ability to understand mathematical concepts was calculated using the t-test obtained tcount = 3.180 and and ttable = 1.672 because tcount > ttable means subtracting H0 and accepting H1 at the real level α=0.05, and by using SPSS26 Sig = 0.003 was obtained which means that sig ≤α with α=0.05.

This study investigates the use of MATLAK (Mathematics Through Congklak) media in improving mathematics learning for class 5C students at SDN 067240 Medan Tembung. The objectives are to: (1) describe the application of MATLAK in the classroom, (2) determine its impact on students' mathematics learning outcomes, (3) analyze its effect on student motivation and engagement, and (4) assess the effectiveness of the traditional congklak game as a learning tool. Conducted as Classroom Action Research (CAR), this study aims to address classroom learning challenges through reflective cycles that enhance both teaching processes and student outcomes. The findings reveal that the integration of the Problem-Based Learning (PBL) model with MATLAK media, rooted in constructivist principles, significantly increased student activity and understanding, especially when problems presented were closely related to daily life. Students were encouraged to collaborate, think critically, and articulate their ideas during discussions. Additionally, student responses toward the use of MATLAK media were overwhelmingly positive, demonstrating increased motivation and active participation. Teacher observations also showed improvement in classroom engagement and implementation effectiveness from cycle I to cycle II. Overall, the study concludes that using the traditional congklak game as a mathematics learning medium when combined with the PBL model effectively enhances learning outcomes and student involvement in class 5C.

Mathematical representative ability is a person's ability to express mathematical ideas, objects, and relationships in various forms of representation, both visually, symbolically, verbally, and contextually. This study aims to analyze the mathematical representative ability of students through counting operations in grade III elementary school in the form of story problems. The method used was descriptive qualitative research with written test instruments to assess cognitive abilities and observation to assess psychomotor skills. The research subjects consisted of five grade III elementary school students, by giving test questions on mathematical reasoning skills, observing students directly in solving and understanding story problems, conducting documentation to obtain accurate data when in the field by classifying students' mathematical representative abilities based on math scores. The results showed that most learners had a very good level of cognitive ability in completing arithmetic operations, but there were some learners who were still lacking in understanding story problems. This finding confirms that the importance of appropriate learning strategies so that learners are not only able to solve problems in the form of operations but also able to understand problems in the form of story problems that are applied in real life.