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This study aims to examine in depth how gender equality values are integrated into Buddhist Religious Education (PAB) at the junior high school level, based on the Merdeka Curriculum. Through a content analysis approach to character representation, women's roles, language, visual illustrations, access to Dhamma education, gender equality values, role models of female characters, students' critical reflections, and narrative-visual consistency, this study identifies significant gaps in gender representation. Using a qualitative approach, data were collected through content analysis of PAB textbooks for grades VII–IX and interviews with three Dharma teachers in Jakarta. The results show that the representation of female characters in the textbooks is very limited and the learning narratives tend to be normative without addressing structural aspects of gender inequality. The findings indicate the dominance of male characters, the lack of functional narratives about nuns and women, and the use of language and illustrations that tend to reinforce traditional gender stereotypes. Although there are attempts to mention gender equality in some chapters, the integration is not comprehensive and consistent across the materials. This article recommends the development of a more inclusive curriculum and teaching materials, encouraging balanced gender representation, and integrating gender equality values holistically in Buddhist religious education to form a more equitable and comprehensive understanding for students, as well as teacher training based on critical pedagogy and revision of learning content to reflect gender equality in Buddhist teachings.

Students' critical thinking skills in colloid material are still low, possibly due to a lack of problem-solving abilities. Therefore, the application of various learning models is considered necessary, one of which is Problem-Based Learning (PoE). This study aims to investigate the impact of PoE on students' critical thinking skills at Granada Polytechnic (SMA IT Granada) in colloid material. A quasi-experimental design and quantitative experimental methods were used. Fifty students from grades 11 A and B were selected as research subjects through census sampling. A post-test control design was used. Data collection used post-test data as primary data, supplemented by observation sheets of student classroom activities. The results showed that the average post-test score of the experimental group was 78, while the average post-test score of the control group was 59. The t-test results showed that the hypothesis Ha was true, therefore, it can be concluded that the application of the PoE model at Granada Polytechnic can improve students' critical thinking skills in colloid material.    

This study aims to analyze the collaborative model between parents and childcare workers in the faith development of pre-adolescent children at GKII Imanuel Amborawang Darat. A descriptive qualitative approach was used, utilizing Bandura's social learning theory, Bronfenbrenner's human development ecology, and the concept of faith education according to Pazmino and Turansky & Miller as theoretical foundations. The results of the study indicate that effective collaboration between parents and childcare workers creates synergy in fostering children's faith through spiritual communication, living examples, and ongoing spiritual guidance. An integrated faith environment between home and church plays a crucial role in helping pre-adolescent children internalize Christian values. In facing the challenges of digital culture, this collaboration is key to strengthening the foundation of children's faith. This study emphasizes the importance of a strategic and sustainable partnership between families and churches in the process of forming children's faith, so that they can better face the various challenges of this digital era.

The use of Search-Based Software Engineering (SBSE) for optimizing software architecture has evolved from fully automated to interactive approaches, integrating human expertise. However, current interactive tools face limitations: they typically support only single decision-makers, confine architects to passive roles, and induce significant cognitive fatigue from repetitive evaluations. These issues disconnect them from modern, team-based software development, where collaboration and consensus are crucial. To address these shortcomings, we propose "ArchEvolve," a novel framework designed to facilitate collaborative, multi-architect decision-making. ArchEvolve employs a cooperative coevolutionary model that concurrently evolves a population of candidate architectures and distinct populations representing each architect's unique preferences. This structure guides the search towards high-quality consensus solutions that accommodate diverse, often conflicting, stakeholder viewpoints. An integrated Artificial Neural Network (ANN) serves as a preference learning module, trained on explicit team feedback to act as a surrogate evaluator. This active learning cycle substantially reduces the number of required human interactions and alleviates user fatigue. Empirical evaluation on two industrial case studies (E-Commerce System and Healthcare Management System) compared ArchEvolve to a state-of-the-art interactive baseline. Results indicate that ArchEvolve achieves statistically significant improvements in both solution quality and consensus-building. The preference learning module demonstrated over 90% accuracy in predicting team ratings and reduced human evaluations by up to 46% without compromising final solution quality. ArchEvolve provides a practical, scalable framework supporting collaborative, consensus-driven architectural design, making interactive optimization a more viable and efficient tool for real-world software engineering teams by intelligently integrating cooperative coevolutionary search with a preference learning surrogate.

The learning model that can be used to make students active is the Problem-Based Learning (PBL) model. The Problem-Based Learning model is a problem-based learning, where learning is centered on students so that students are required to provide solutions to the problems given. This study aims to determine how much impact the application of the PBL model has in improving student learning outcomes on learning the Basics of Electronic Engineering at SMK Negeri 2 Dumai. The type of research used is quantitative research with a quasi-experimental method using a pretest-posttest control group design. The research subjects consisted of 64 students divided into two groups, namely class X TEI SMK Negeri 2 Dumai as an experimental group that applies the PBL model (36 students) and class X TEI SMK Negeri 3 Dumai as a control group that applies the conventional learning model (28 students). The research instrument was a multiple-choice objective test of 25 items whose validity and reliability had been tested with a Cronbach's Alpha value of 0.843. The data analysis technique used descriptive statistics and Independent Samples T-Test. The results showed a significant difference in learning outcomes between the experimental and control classes, with a t-test value of 4.168 and a significance level of 0.000 (p < 0.05). The experimental class experienced an average increase in learning outcomes of 15.55 points (from 64.78 to 80.33), while the control class only increased by 7.57 points (from 63.43 to 71.00), with a posttest average difference of 9.333 points. Furthermore, the PBL model was also effective in reducing the ability gap between students, as indicated by a decrease in the standard deviation from 9.457 to 8.021. It can be concluded that the implementation of the PBL learning model has a significant impact on improving student learning outcomes in the Fundamentals of Electronic Engineering course at SMK Negeri 2 Dumai.

This study aims to determine the effect of the application of the Discovery Learning learning model on student learning outcomes in Geography class X at Sinar Pancasila Betun Private High School. The study used an experimental method with a pretest-posttest control group design. The study population was all students of class X, with a purposive sampling technique consisting of an experimental class and a control class. The research instrument was a multiple-choice learning outcome test that had been tested for validity and reliability. The results showed a significant increase in learning outcomes in the experimental class after the application of the Discovery Learning learning model. The average posttest score of the experimental class was 74.0236, higher than the control class of 19.2045. Hypothesis testing using the t-test showed that the calculated t value > t table at a significance level of 5%, so the alternative hypothesis was accepted. This means that there is a positive effect of the use of the Discovery Learning learning model on student learning outcomes. Based on these findings, it is concluded that the Discovery Learning learning model is effective for improving student learning outcomes in Geography learning and can be used as an alternative innovative learning strategy in schools.

. This research aims to analyze the values of Islamic education that are internalized in the aesthetics and spiritual dimension of Sufi dance, especially in the Sema ritual. In the Islamic view, art is not only an expression of beauty, but also a means of da'wah and a manifestation of love for Allah the Most Beautiful (Al-Jamīl). Using the descriptive qualitative literature study method, this study examines the symbolic and spiritual meanings contained in each element of Sema. The results of the analysis show that Sema is a dynamic form of dhikr that is firmly rooted in the Sufism tradition, oriented towards the purification of monotheism, and the process of purification of the soul (tazkiyatun nafs). Aesthetic elements such as hirkah, tennure, and sikke costumes have a deep symbolism about ego release (fana'), while the rotating movement symbolizes a spiritual journey (suluk) towards oneness with God. Pedagogically, Sufi Dance contains the essential values of Islamic education, such as spiritual calmness, love, patience, and sincerity, which can be used as a holistic learning model to form the awareness of monotheism and spirituality of modern humans. This research confirms that spiritual arts such as Sema have significant relevance in contemporary Islamic education as a medium for internalizing transcendental values.    

This study aims to develop interactive PowerPoint-based audio-visual learning media for Grade X Economics and to test its feasibility and effectiveness in improving student activity and learning outcomes. The method used is Research and Development (R&D) with the ADDIE model, which includes the stages of analysis, design, development, implementation, and evaluation. The research subjects consisted of students in grades X6 and X7 at SMA N 1 Ngluar and SMA Muhammadiyah 1 Muntilan. Data were collected through interviews, questionnaires, and learning outcome tests. The feasibility test results showed that the interactive PowerPoint media was considered very feasible to use, with an average score of 4.6 from subject matter experts, 4.8 from media experts, 4.45 from teachers, and 4.5 from students. The effectiveness test showed N-Gain Scores for activity and learning outcomes of 0.42 and 0.58, respectively, at SMA N 1 Ngluar and 0.44 and 0.55 at SMA Muhammadiyah 1 Muntilan. Thus, interactive PowerPoint media is effective in increasing student activity and learning outcomes in economics learning.

This community service program was carried out with the aim of developing the concept of Javanese cultural art edu-tourism at the Kentingan Art Village Foundation in Surakarta as an academic contribution to realizing the vision of Solo City as an internationally recognized cultural tourism destination. The approach adopted was participatory and collaborative, involving various stakeholders such as foundation managers, local artists, academics, and the surrounding community. Through this program, the service team sought to strengthen managerial skills in art-based tourism management, enrich educational content that highlights Javanese cultural values, and develop digital promotion strategies to expand the reach of visitors. The results of the mentoring activities indicated a significant improvement in the capacity for managing art events and organizing the tourism area at Kentingan Art Village. The edu-tourism package developed successfully integrated elements of education, entertainment, and cultural preservation in a harmonious manner. In addition, the program encouraged growing interest from educational institutions and creative communities seeking to make Kentingan Art Village a site for cultural learning. Overall, this community service initiative made a tangible contribution to strengthening the community-based cultural tourism ecosystem in Solo City and serves as a model for developing sustainable tourism destinations rooted in Javanese local wisdom.

This study aims to develop a social media-based learning platform, specifically an Instagram account (@AIK_Muh5), for Islamic Religious Education (AIK) at Muhammadiyah Junior High School, using the first two stages of the ADDIE model (Analysis and Design). The study is based on theoretical frameworks such as social media-based learning, the challenges of AIK in the 21st century, and educational theories like constructivism and connectivism. The platform is designed to offer interactive and engaging learning through visual content like infographics, educational videos, and Instagram’s interactive features (polls, stories, comments, and live sessions). This approach aims to enhance students' digital literacy, provide relevant content, and strengthen Islamic character. While the platform has potential, it faces limitations, including a lack of empirical data to measure its effectiveness, the risk of oversimplifying complex AIK material, and an unclear evaluation system. Additionally, access issues and age restrictions hinder its use. The study suggests continuous development, integration with face-to-face learning, and inclusive strategies to ensure equitable access for all students, positioning this platform as a model for AIK learning in the digital age.

This study aims to describe the implementation of co-curricular activities in instilling edupreneurship values through the production of “Keripik Lumer” (Melted Chips) among fourth-grade students at MIM Kauman Wiradesa. The activity was designed as contextual learning that emphasizes not only entrepreneurial skills but also Islamic values such as honesty, responsibility, and independence. This research employed a qualitative descriptive approach involving teachers and fourth-grade students as participants. Data were collected through observation, interviews, and documentation, then analyzed interactively using data reduction, presentation, and conclusion drawing. The results indicate that the co-curricular activity was implemented in a planned, systematic, and continuous manner through three stages: planning, implementation, and evaluation. The teacher acted as a facilitator who guided students to develop responsibility, teamwork, creativity, and motivation throughout the process. Students demonstrated high enthusiasm, independence, and discipline during the activities. Through direct experience, students not only understood entrepreneurial concepts but also internalized positive character traits such as cooperation, self-confidence, and perseverance. Therefore, co-curricular activities based on local products like “Keripik Lumer” proved effective as contextual learning media that foster an entrepreneurial spirit from an early age. This program can serve as an innovative learning model for the development of entrepreneurship education in elementary schools and madrasahs.

In the digital age, English Education students still face difficulties in developing Academic English Proficiency because classroom learning is still dominated by traditional methods that are less appealing to digital natives. This study aims to explore and evaluate the integration of TikTok Learning Games (TLG) as a gamification-based learning medium to improve EAP for students in the English Education Study Program at Medan State University. Using a qualitative approach with a limited Research and Development model, data was collected through open-ended questionnaires and digital observations on TikTok, then analyzed using thematic analysis. The results showed that after two weeks of implementing TLG, students experienced improvements in academic vocabulary, pronunciation, contextual understanding, learning motivation, and speaking confidence, with 80% of participants stating that learning felt more enjoyable and less boring. However, a small number of students did not show significant changes due to limited access to technology and inconsistent use. Overall, this study concludes that TLG is an effective and practical digital gamification strategy for improving English proficiency, and can be used as a reference for lecturers in developing social media-based learning innovations in higher education.

This study aims to improve students' understanding of figurative language material through the application of the Bus Stop cooperative learning model combined with the Frayer Diagram media. The subjects of the study were sixth-grade students of Muhammadiyah 1 Bontang Elementary School. The method used was descriptive qualitative with observation, interview, and documentation techniques. The results of the study showed that the Bus Stop strategy encouraged active interaction between students, allowing them to discuss and provide feedback to each other. Meanwhile, the Frayer Diagram helped students map the concept of figurative language visually and systematically, thus facilitating their understanding of the four types of figurative language taught, namely personification, metaphor, hyperbole, and simile. The combination of these two methods proved effective, with 90% of students showing an increase in their ability to identify and construct figurative sentences. Based on these results, the study recommends the use of cooperative strategies combined with visual media as a more meaningful and enjoyable approach to learning Indonesian, and able to increase student engagement and understanding of figurative language material.

The purpose of this classroom action research is to improve students' ability to apply Indonesian language learning knowledge on short stories by implementing the Cooperative Integrated Reading and Composition model in grade IV of SDN 2 Manembo. The number of students in grade IV is 14 people. This research uses a classroom action research (CAR) method based on the inquiry learning method according to Kemmis and McTaggart (Aqib Zainal, 2016:64) and is implemented in two cycles. Each cycle consists of four stages, namely planning, action implementation, observation, and reflection. Qualitative data collection techniques are carried out through observation of learning activities, while quantitative data are collected from the results of LKPD. The data analysis technique uses the formula (Trianto, 2019:41) KB = T/Tt × 100%. Student learning outcomes in cycle I reached an average value of 70% with incomplete criteria, but increased in cycle II to 92% with complete criteria. In addition to improving learning abilities, students also feel more enthusiastic and active in participating in learning by implementing the Cooperative Integrated Reading and Composition model. It can be concluded that the implementation of the Cooperative Integrated Reading and Composition (CIRC) model can improve the reading comprehension skills of fourth-grade elementary school students.

Generation Z is the first generation to grow up entirely in a digital ecosystem. Their adaptive, visual, and hands-on experience-oriented characteristics demand innovation in learning models. This article aims to examine the urgency of implementing a personalized learning approach in modern education as a response to the learning needs of Generation Z. The research method used is a library research review of a number of scientific literature and recent research reports relevant to the characteristics and learning strategies of Gen Z. The results of the study indicate that a personalized approach can increase motivation, engagement, and learning independence by adjusting the pace and learning style, and utilizing adaptive technology based on artificial intelligence (AI). Teachers act as mentors, providing personalized guidance and building empathetic relationships with students. The conclusion of this study confirms that personalized learning is not merely a pedagogical innovation but a strategic imperative to ensure the relevance of education in the digital age.  

Education is a comprehensive process aimed at developing human quality, in which the success of learning largely depends on the implementation of appropriate instructional strategies. Learning strategies serve as a guide for educators in managing the interaction between teachers, learners, materials, and the learning environment to achieve educational goals effectively and efficiently. This study aims to describe the objectives of learning strategies in improving learning quality and to explain how relevant learning models can be applied based on students’ characteristics and learning contexts. This research employs a qualitative approach using a literature review method by analyzing various theories and previous studies related to learning strategies and educational quality improvement. The findings indicate that learning strategies play a central role in creating active, creative, and meaningful learning processes. The application of several models such as cooperative learning, inquiry learning, contextual teaching and learning, project-based learning, and discovery learning has been proven to enhance students’ motivation, engagement, and learning outcomes in cognitive, affective, and psychomotor domains. Therefore, systematically designed and adaptive learning strategies that focus on students’ potential are the key to improving learning quality and achieving comprehensive educational objectives.

The study aims to produce a textbook called Basic Teaching and Learning Skills in the Aspect of Teacher Personality Competence Integrated with QR-Code to improve the quality of professional teacher competence. The study applied the Research and Development (R&D) methodology based on the ADDIE model. The findings indicated that there was high level of feasibility, including material expert validation 83.3, language validation 88.3 and student responses 95.5 which is categorized as very feasible. The results show that the implementation of the QR-Code can increase the level of interactivity to watch the videos, case studies, reflective materials that reinforce the level of conceptual knowledge and internalization of the characters. The findings synthesis is in accordance with Technological Pedagogical Content Knowledge (TPACK) and experiential learning theories, and technology is the reflective medium in personality development. It concludes that the QR-Code textbook is a productive, innovative, and topical medium to form teacher personality competence, which is consistent with the curriculum and the demand of transformation education digital. The product will help improve innovation in higher education by helping close the gap between the pedagogical content and digital literacy and providing adaptive and professional teachers to meet the demands of the 21st-century education.

The rapid growth of open-source software (OSS) in machine learning (ML) has intensified the need for reliable, automated methods to assess project quality, particularly as OSS increasingly underpins critical applications in science, industry, and public infrastructure. This study evaluates the effectiveness of a diverse set of machine learning and deep learning (ML/DL) algorithms for classifying GitHub OSS ML projects as engineered or non-engineered using a SMOTE-enhanced and explainable modeling pipeline. The dataset used in this research includes both numerical and categorical attributes representing documentation, testing, architecture, community engagement, popularity, and repository activity. After handling missing values, standardizing numerical features, encoding categorical variables, and addressing the inherent class imbalance using the Synthetic Minority Oversampling Technique (SMOTE), seven different classifiers—K-Nearest Neighbors (KNN), Decision Tree (DT), Random Forest (RF), XGBoost (XGB), Logistic Regression (LR), Support Vector Machine (SVM), and a Deep Neural Network (DNN)—were trained and evaluated. Results show that LR (84%) and DNN (85%) outperform all other models, indicating that both linear and moderately deep non-linear architectures can effectively capture key quality indicators in OSS ML projects. Additional explainability analysis using SHAP reveals consistent feature importance across models, with documentation quality, unit testing practices, architectural clarity, and repository dynamics emerging as the strongest predictors. These findings demonstrate that automated, explainable ML/DL-based quality assessment is both feasible and effective, offering a practical pathway for improving OSS sustainability, guiding contributor decisions, and enhancing trust in ML-based systems that depend on open-source components.

This study aims to determine the effect of the Snowball Throwing learning model assisted by simple experiments on students’ achievement motivation in colloid material. The independent variable in this study is the Snowball Throwing learning model assisted by simple experiments, while the dependent variable is students’ achievement motivation. The type of research used is a quasi-experiment with a post-test only control group design. The population of the study consisted of all 38 students of class XI MIA at SMA Negeri 16 Samarinda, all of whom were taken as samples using a saturated sampling technique. The research instruments were an achievement motivation questionnaire and an observation sheet. Data were analyzed using normality tests, homogeneity tests, and t-tests at a significance level of 0.05. The results showed that the average score of students’ achievement motivation in the experimental class was higher, at 83.68%, compared to the control class, which was 75.53%. Therefore, it can be concluded that the application of the Snowball Throwing learning model assisted by simple experiments has a positive and significant effect on students’ achievement motivation in colloid material at SMA Negeri 16 Samarinda.  

This study aims to explore the values ​​of early Islamic education reflected in the local religious study tradition and its relevance as an alternative educational model in the contemporary era. Early Islamic education has become a primary foundation for the formation of Muslim civilization and character, emphasizing the balance between knowledge, faith, and morals. The local religious study tradition in Indonesia is a legacy of classical Islamic education that maintains spiritual, moral, and social values ​​in community-based learning practices. This study uses a descriptive qualitative approach with a (library research) method that focuses on exploring the concepts, values, and relevance of early Islamic education as reflected in the local religious study tradition. Primary data were obtained from classical Islamic literature such as traditional books, works of previous scholars, and historical sources related to the early Islamic education system. Meanwhile, secondary data include research results, scientific journals, academic books, and contemporary writings relevant to the theme of local religious study and modern Islamic education. The results show that local religious study contains authentic Islamic values ​​such as sincerity, exemplary behavior, togetherness, and respect for knowledge. These values ​​not only reflect the spirit of classical Islamic education but are also relevant for application in contemporary education systems that tend to be rational and individualistic. The local religious study tradition has the potential to become a holistic alternative educational model because it integrates cognitive, affective, and spiritual aspects within a single learning process. Therefore, revitalizing early Islamic educational values ​​through the local religious study tradition can be a solution for shaping students' religious and social character amidst the challenges of modernization and globalization.