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This study aims to enhance students' learning activities and outcomes through the implementation of the Wordwall assisted Problem Based Learning (PBL) model in the Ecosystem topic for Phase E at SMA N 1 Nan Sabaris. The research was conducted at SMAN 1 Nan Sabaris in class X.E.5 during the even semester of the 2024/2025 academic year, with 36 students as subjects. This study is a classroom action research consisting of two cycles, each comprising two sessions. Each cycle follows four stages: planning, implementation, observation, and reflection, using the Wordwall-assisted Problem-Based Learning model. Data on students' learning activities and outcomes were collected based on observation sheets of learning activities and student learning outcome tests. The application of the Wordwall-assisted Problem-Based Learning (PBL) model proved effective in improving students' learning activities and outcomes in the Ecosystem topic. This success was demonstrated by increased participation and enthusiasm among students during the learning process. Learning outcomes improved by 45%. This increase indicates that the corrective measures taken, such as adding instructional videos and modifying Wordwall games, successfully enhanced students' understanding and mastery of the material.

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.

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%.

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.

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.

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.

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 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.    

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.

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 challenges faced by teachers in implementing effective and smooth learning processes, particularly in implementing the Problem Based Learning (PBL) model in Islamic Cultural History (SKI) learning at MAN 2 Bengkulu City. Teachers, as crucial components in the learning process, need to pay attention to students' needs and characteristics in preparing meaningful learning. The PBL model is one of the alternative learning approaches that uses problems as a starting point for students to develop critical thinking skills. This research employed a qualitative approach with research subjects comprising teachers and eleventh-grade students at MAN 2 Bengkulu City. Data collection was conducted through observation, in-depth interviews, and documentation. The research results identified several obstacles in PBL implementation, namely: (1) limited learning time; (2) minimal supporting facilities; (3) variations in student ability levels and characteristics; and (4) lack of interaction and communication between teachers and students. This research also produced strategies to overcome these obstacles, including thorough preparation, effective time management, and development of teachers' abilities to facilitate problem-based learning. These findings contribute to the development of more effective SKI learning practices with a PBL approach in madrasas.

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.

Indonesian language learning includes four aspects of language skills, namely listening skills, speaking skills, reading skills and writing skills, writing is a language skill that aims to convey information in writing through graphic symbols that are clear and easy to understand by readers. The purpose of this study is to explain and describe the structure of the biographical text, namely the orientation of important events and reorientation. This description uses a case study approach, which is a method that aims to analyze and understand a phenomenon or problem in depth and comprehensively. This study uses data analysis techniques based on the Miles and Huberman model, namely through the process of data reduction, data presentation, and drawing conclusions.

Writing in an activity to express thoughts and feelings in writing and indirecly. Writing is generally divided into two typpes, namely scientific writing and creative writing. Imaginary stories are texts produced from creative thoughts to create a story. So an effective learning model is also needed to write stories. PBL is a learning model that encourages students to solve a problem contextually. This research step uses the theory Miles and Huberman using triangulation data validation. Most students are able to write the orientation, complication, and resolution sections well. This can be seen from the majority of students who succeeded in compiling a complete orientation, displaying the conflict clearly in the complication, and the resolution of students in writing the conflict in its entirety in the resolution section. This shows that problem based learning (PBL) is effective in helping students understand the structure of imaginary stories and developing creativity and critical thinking skills in writing.

This study explores the implementation of the Problem-Based Learning (PBL) model in Islamic Religious Education at Elementary School 13 Pulau Rimau, including its supporting and inhibiting factors. Using a qualitative descriptive case study, data were collected through observation, interviews, and documentation involving teachers and students. The study found that effective implementation of PBL requires thorough planning involving syllabus, lesson plans, objectives, methods, media, and resources. The learning process follows five main PBL stages and assesses students' attitudes, knowledge, and skills. The research recommends teachers to improve and develop their use of PBL to enhance student-centered learning and ensure more meaningful educational experiences. 

This study aims to comprehensively examine the influence of the Problem-Based Learning (PBL) model integrated with the Internet of Things (IoT) on enhancing students’ problem-solving abilities in physics education. The integration of IoT into PBL is seen as a progressive approach to address the growing demand for innovative instructional strategies that promote higher-order thinking skills. A quantitative approach was adopted, utilizing a quasi-experimental design with a pretest-posttest nonequivalent control group format to assess the effectiveness of the intervention. The participants were 25 undergraduate physics students from the University of West Sulawesi, selected through saturated sampling due to the limited population size. To evaluate students’ problem-solving skills, data were collected using structured written tests designed around five key indicators: understanding the problem, describing the problem, planning the solution, executing the solution, and evaluating the results. Prior to hypothesis testing, normality of the data was assessed using the Kolmogorov-Smirnov test, followed by paired sample t-tests with IBM SPSS Statistics 23 to determine the significance of differences in pretest and posttest scores. The findings revealed a statistically significant improvement in students’ problem-solving skills following the implementation of the IoT-based PBL model, with results showing significance at the 5% level and gain scores classified as effective. These outcomes demonstrate the potential of the PBL-IoT integration to foster critical thinking and improve educational quality. Therefore, the implementation of this instructional model is recommended for physics educators seeking to enhance student engagement, problem-solving proficiency, and learning outcomes through the integration of emerging technologies.    

Learning strategies play a vital role in determining the success of the educational process, particularly in achieving learning objectives effectively and efficiently. This article aims to comprehensively examine fundamental concepts of learning strategies by addressing five main research questions: (1) what is the definition of learning strategies? (2) how are models, approaches, strategies, methods, and techniques of learning interrelated? (3) what are the classifications of learning strategies? (4) what are the essential components of a learning strategy? and (5) what considerations are important in selecting an appropriate learning strategy? Using a descriptive-qualitative approach, this article draws upon various educational literature, both classical and contemporary, to formulate a comprehensive understanding of learning strategies. The discussion on the definition highlights that a strategy is not merely a technical step but also a pedagogical framework that reflects a systematic way of thinking. Furthermore, this article emphasizes the importance of understanding the interconnectedness of learning models (conceptual frameworks), approaches (philosophical orientations), strategies (overall plans), methods (procedural steps), and techniques (practical actions) in order for educators to design cohesive and holistic learning processes. The classification of learning strategies is discussed based on the learning approach used, such as expository, inquiry-based, cooperative, contextual, and problem-based strategies—each with its own advantages and challenges. The article also identifies key components of learning strategies, including learning objectives, student characteristics, materials, media, methods, and evaluation. In choosing the appropriate strategy, the author highlights the need to consider factors such as learning goals, learner characteristics, available resources, and the socio-cultural context of the learning environment, particularly within the framework of Islamic education. The findings of this study are expected to contribute both theoretically and practically to the development of more contextual, adaptive, and relevant learning designs, especially for educators and prospective teachers within Islamic State Universities.    

This study aims to explore the factors that affect the effectiveness of Problem-Based Learning (PBL) in improving student learning outcomes. PBL is a learning method based on real problem solving that requires students to think critically and work collaboratively. Although PBL has been proven effective in a variety of contexts, its implementation in developing countries and in various disciplines still faces challenges. The factors tested in this study included student characteristics (such as motivation and critical thinking skills), facilitator quality, environmental support (including educational facilities, technology, and policies), and subject matter characteristics. Through a literature analysis and case studies in several educational institutions, this study found that the effectiveness of PBL is highly dependent on the interaction between these factors. The characteristics of active and independent students, well-trained facilitators, and adequate environmental support can promote the achievement of better learning outcomes. Meanwhile, subject matter that is relevant and in accordance with the needs of students also plays a big role in the success of the implementation of PBL. This study provides recommendations for educators and policymakers to consider these factors in designing and implementing PBL in the educational environment.  

The Paradigma Sinektika learning model is a recommendation for educators to overcome the problems of learning to write literary genre texts, especially fantasy story texts with six innovative learning syntaxes. The Paradigma Sinektika Model is a development model that adopts the Suchman model and the Problem Based Learning (PBL) model. This study aims to contextually develop an innovative learning model and propose a form of implementation of the Paradigma Sinektika model in learning to write fantasy story texts. This study uses library research methods (library research). Sources of literature in research are classified into primary data and secondary data. Data collection techniques in this library research with documentation techniques. The data collection instrument was in verbal symbolic form, meaning that researchers collected texts for analysis using notes or recording devices. The data analysis technique uses the Miles and Huberman data analysis method. The results showed that the development of the Paradigma Sinektika learning model included a syntactic component consisting of six syntaxes, reaction systems, social systems, support systems, accompaniment effects and instructional impacts.