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Islamic boarding schools (Islamic boarding schools) are required to integrate classical scholarly traditions and modern education, one way of doing this is through the integration of the study of yellow books (tahfidzul Qur'an) and Qur'an memorization (tahfidzul Qur'an). The Baitul Abidin Darussalam Wonosobo Tahfidzul Qur'an Islamic Boarding School implements an integrative learning system to balance Qur'an memorization and understanding of Islamic law (shari'a). However, it still faces obstacles such as a tight schedule, different methods, and weak coordination and evaluation. This study examines the implementation patterns, challenges, and impacts of this system, with the hope of serving as a reference for developing a balanced and sustainable model of Islamic boarding school education. This research uses a qualitative approach with a case study design to understand in-depth the implementation of the integrative learning system between Qur'an memorization and the study of yellow books (tahfidzul Qur'an) at the Baitul Abidin Darussalam Wonosobo Islamic Boarding School (PPTQ). Subjects were selected purposively, including the boarding school administrator, tahfidz teachers, yellow book teachers, and students. Data were collected through in-depth interviews, participant observation, and documentation studies. Data analysis was conducted interactively using the Miles and Huberman model, which encompasses data reduction, data presentation, and conclusion drawing and verification to obtain a holistic and contextual understanding. The discussion shows that the integrative learning system in Islamic boarding schools is implemented through a balanced daily schedule between Quran memorization and yellow book study, allowing memorization, understanding, and moral development to occur simultaneously within the students' daily routines. Integration is achieved structurally through scheduling, methodologically by linking verse memorization with book study, and culturally through the instillation of values, etiquette, and pesantren traditions. The success of integration is supported by the exemplary behavior of the kiai (Islamic teachers) and ustadz (Islamic teachers), the religious environment, and the motivation and discipline of the students, despite challenges such as busy schedules, physical exhaustion, differences in student abilities, and limited facilities. The impact of implementing this system is seen in the improved quality of contextual memorization, a more critical understanding of the scriptures, the formation of disciplined and moral character, and the holistic spiritual development of students.

Schools are formal educational institutions that play a crucial role in transferring knowledge and shaping students' cognitive, psychomotor, and character development systematically and responsibly. While the "school of life" is often defined as a non-formal learning space, formal schools retain a strategic position because they provide a clear ontological, epistemological, and axiological framework, including in the formation of students' character and self-concept. However, the reality on the ground shows that labeling practices are still prevalent in the school environment, both by teachers and fellow students, which negatively impact students' psychological, emotional, social, and self-concept. Negative labels such as stupid, lazy, naughty, or physical and social labels have been shown to cause "invisible wounds" that affect students' self-esteem and functioning in the long term. This study uses qualitative methods through a literature review to examine the phenomenon of labeling and its impact on the formation of students' self-concept within the framework of Christian Character Education. The results of the study indicate that Christian Character Education, which is based on the values ​​of love, acceptance, and respect for human dignity as God's creation, has a strategic role in restoring the self-concept of students affected by labeling. Christian character education not only instills moral and ethical values, but also builds students' inner and spiritual resilience so that they are able to interpret themselves positively, regardless of the negative labels they receive.

This study aims to: (1) describe the integration of educational games in Islamic Education (SKI) learning; (2) understand students' learning experiences in learning Islamic cultural history in classes that integrate educational games; (3) examine the impact on the learning outcomes of class VIII students of MTs N 1 Wonosobo Research. This study uses a qualitative approach with a phenomenological research type. The research subjects include SKI subject teachers, madrasa principals, and class VIII students of MTs N 1 Wonosobo Research. Data collection techniques were carried out through in-depth interviews, observation of the learning process, and documentation studies. Data analysis was carried out through the stages of data reduction, data presentation, as well as drawing conclusions and verification. The results of the study indicate that the integration of educational games in Islamic Education (SKI) learning is implemented in a planned and contextual manner as part of the teacher's learning strategy. The use of educational games can increase student learning motivation which is characterized by increased enthusiasm, activeness, focus, and student participation in the learning process. In terms of learning outcomes, the percentage of student learning completion before and after the educational game integration both reached 100%, with a Minimum Completion Criteria (KKM) of 68. However, the average (mean) student learning outcomes increased from 94.28 to 95.17, an increase of ±0.95%. This finding indicates that the integration of educational games not only maintains learning completion but also improves the quality of students' understanding of the Islamic Cultural History material. Thus, the integration of educational games has proven to be an effective learning innovation in improving student motivation and learning outcomes in the subject of Islamic Cultural History.

Social Studies (IPS) learning at the elementary school level plays a strategic role in shaping students’ understanding of social, cultural, and economic life, as well as national values. This study aims to analyze the differences between the 2013 Curriculum and the Merdeka Curriculum in IPS learning, including planning, implementation, the use of methods and media, and the assessment of learning outcomes. The research employed a descriptive qualitative approach with a case study, collecting data from curriculum documents, lesson plans (RPP), syllabi, classroom observations, interviews with teachers and school principals, and student questionnaires. The results indicate that the 2013 Curriculum provides a clear learning structure, detailed lesson plans, and systematic material organization that facilitates teachers, but it is less flexible and less contextualized for students. In contrast, the Merdeka Curriculum emphasizes flexibility, relevance of content to the local context, innovative methods such as project-based learning and blended learning, as well as holistic assessment focusing on critical thinking skills, social literacy, and student character. The implementation of the Merdeka Curriculum can enhance students’ learning interest, active participation, understanding of social concepts, and social awareness; however, its effectiveness depends on teacher readiness, school support, facilities, and consistency in assessment. These findings suggest that selecting an appropriate IPS curriculum should consider a balance between structure and flexibility, content relevance, teacher competence, and supporting facilities.

This community service program aimed to strengthen national insight and soft skills among ADik scholarship students through a participatory and reflective mentoring approach. Many students come from underdeveloped, frontier, and outermost regions with diverse socio-cultural backgrounds, requiring contextual guidance to internalize national values and develop essential interpersonal competencies. The program combined interactive socialization, group discussions, and value reflection activities to encourage active participation and personal engagement. The method emphasized dialogic learning rather than one-way lectures, allowing students to relate national values to their lived experiences. The findings revealed noticeable behavioral changes, including increased confidence in expressing opinions, stronger participation in discussions, improved communication skills, and heightened awareness of ethical conduct and financial responsibility as scholarship recipients. The emergence of several students as informal local leaders during discussions indicated early signs of social transformation at the individual level. This program demonstrates that reflective and participatory mentoring can effectively foster character building, leadership, and contextual national awareness among university students. The implications suggest that similar approaches can be adopted in student development programs to promote sustainable character formation, especially for students from diverse and remote regions.

The increasing sedentary lifestyle in the digital era has the potential to cause various health problems due to lack of physical activity. One approach that can be taken to encourage physical activity is through the use of digital games with body movement-based control mechanisms. This study aims to develop a body gesture-based game character control system using a hybrid Convolutional Neural Network (CNN) and Long Short-Term Memory (LSTM) model. CNN is used to extract spatial features from each video frame, while LSTM serves to model the temporal relationship between frames so that movement patterns can be recognized sequentially. The research method used refers to the Machine Learning Lifecycle stages, starting from data collection, preprocessing, model development, to implementation in the endless runner game genre. Testing results show that the CNN–LSTM model is capable of classifying body gestures and generating outputs that can be used as commands to control game characters. The implementation of this system enables more natural and interactive game interactions without conventional input devices, and has the potential to encourage players to lead a more active lifestyle.

This study analyzes the impact of learning motivation levels on student attendance discipline at the Saint Ignasius Catholic Vocational School in Wairterang. The background of the problem highlights the low level of student attendance, which is caused by the lack of intrinsic and extrinsic motivation in the vocational education environment. This phenomenon impacts the effectiveness of learning and overall student achievement. The purpose of the study is to identify the causal relationship between learning motivation and attendance discipline, and to measure the significant influence of motivation variables on attendance discipline. The approach used is quantitative with a Likert-scale questionnaire survey method. The study sample involved students in grades X-XII at the Saint Ignasius Catholic Vocational School in Wairterang, with data analysis using simple linear regression to test the hypothesis. The results of the study are expected to show a positive and significant influence of learning motivation on attendance discipline. Practical implications include recommended strategies for guidance and counseling (BK) teachers, such as individual counseling programs, attendance-based reward systems, and the integration of intrinsic motivation through vocational extracurricular activities. These strategies are expected to improve learning effectiveness and build students' disciplined character in vocational high schools

This study analyzes the impact of learning motivation levels on student attendance discipline at the Saint Ignasius Catholic Vocational School in Wairterang. The background of the problem highlights the low level of student attendance, which is caused by the lack of intrinsic and extrinsic motivation in the vocational education environment. This phenomenon impacts the effectiveness of learning and overall student achievement. The purpose of the study is to identify the causal relationship between learning motivation and attendance discipline, and to measure the significant influence of motivation variables on attendance discipline. The approach used is quantitative with a Likert-scale questionnaire survey method. The study sample involved students in grades X-XII at the Saint Ignasius Catholic Vocational School in Wairterang, with data analysis using simple linear regression to test the hypothesis. The results of the study are expected to show a positive and significant influence of learning motivation on attendance discipline. Practical implications include recommended strategies for guidance and counseling (BK) teachers, such as individual counseling programs, attendance-based reward systems, and the integration of intrinsic motivation through vocational extracurricular activities. These strategies are expected to improve learning effectiveness and build students' disciplined character in vocational high schools

Customer churn is a strategic challenge for digital streaming platforms because it directly Impacts revenue and business sustainability. This study aims to analyze the factors influencing customer Churn and develop a churn prediction model using the Random Forest algorithm. The study uses a Quantitative approach with an explanatory design and utilizes secondary data from the Netflix Customer Churn and Engagement Dataset available on Kaggle. The dataset consists of 1,000 customer data with 16 Variables covering demographic characteristics, service usage behavior, financial condition, and customer Satisfaction level. The data was processed through preprocessing, one-hot encoding, and a 70:30 split Between training and test data. Model performance was evaluated using accuracy, precision, recall, F1 Score, and ROC-AUC metrics. The results show that the Random Forest model produces an accuracy of 53.7%, precision of 56.3%, recall of 63.6%, F1-score of 59.7%, and ROC-AUC of 0.534, indicating Moderate predictive ability and only slightly better than random classification. Feature importanceAn.evealed that user engagement levels, such as viewing duration and frequency of interactions, Were the most dominant factors influencing churn, followed by economic factors and customer satisfaction. The results of this study are expected to provide a basis for streaming platforms to design more effective Customer retention strategies.

A student's learning success is largely determined by their academic evaluation. Estimating a student's final grade can assist educational institutions in conducting initial assessments of academic achievement. This study aims to analyze the performance of the Multiple Linear Regression (MLR) and Random Forest (RF) algorithms in predicting students' final grades using Google Colab. This research method uses a quantitative approach using secondary data that includes age, mid-term exam scores, final exam scores, and categorical variables as independent variables, with the final grade as the dependent variable. The research process is carried out through data preprocessing steps, dividing training and test data, model training, and performance evaluation using Mean Squared Error (MSE), Mean Absolute Error (MAE), and the coefficient of determination (R2). The results show that the Random Forest algorithm provides more accurate prediction accuracy compared to the Multiple Linear Regression algorithm, especially in identifying nonlinear relationships between variables. Therefore, the Random Forest algorithm is more recommended for predicting students' final grades with complex data characteristics.

Evaluation of Islamic Religious Education (PAI) learning plays a strategic role in assessing the achievement of educational goals while supporting the character development of students. The evaluation process not only considers cognitive aspects but also includes affective and psychomotor aspects, such as the appreciation of religious values, noble morals, and the ability to perform religious services. This study aims to describe the relationship between the scope of PAI evaluation and the process of character development of students. The method used is a descriptive qualitative approach, with the research location at SDN Ngebel, Kasihan, Bantul. The research subjects included PAI teachers, students in grades I, V, and VI, and several parents. Data were collected through interviews with teachers, students, and guardians, observations of learning activities and religious practices, and documentation, including records of grades and religious activity agendas. Using the Miles and Huberman interactive model, data analysis included the stages of presentation, reduction, and drawing conclusions. Triangulation methods and sources ensured the validity of the data. The results showed that the implementation of a comprehensive PAI evaluation, which included academic assessment, religious practices, and moral behavior, had a significant impact on the development of student character. This is especially true in terms of religiosity, discipline, and responsibility. Therefore, the broader and more integrated the scope of Islamic Religious Education (PAI) evaluation, the greater its contribution to the overall character formation of students.

The interactive learning video innovation "Human Blood Circulation" through Edpuzzle, with embedded questions, is designed to address the difficulties faced by fifth-grade elementary school students in understanding abstract biological concepts. Science education in elementary schools often encounters challenges in explaining invisible processes, such as the heart's working mechanism and blood circulation, leading students to struggle with comprehension or merely memorize the material. Conventional learning videos tend to make students passive, necessitating media that can transform the learning process into an active one. Edpuzzle, as an educational platform, allows teachers to insert questions at critical points in the video, requiring students to answer before continuing to watch. This innovation aligns with the cognitive development stage of fifth-grade students, who are in the concrete operational stage.The research objectives include product development, validity and feasibility testing, analysis of conceptual understanding improvement, influence on focus and learning independence, and student responses. Media development refers to Mayer's cognitive theory of multimedia and the characteristics of interactive videos according to Heinich et al. Additionally, media development models such as ADDIE and Dick and Carey are discussed. The main benefits of using Edpuzzle include increasing engagement, facilitating real-time formative assessment, and enhancing learning motivation. However, challenges exist such as technology access, teacher readiness, the risk of technology dependency, and long-term evaluation. The practical implications can support digital learning and the transformation of elementary science education.

Digital images often experience noise disturbances that can reduce visual quality and interfere with the image analysis process. One common type of noise is salt and pepper noise, especially in grayscale images, which is characterized by the random appearance of black and white dots. This study applied the Deep Convolutional Autoencoder (DCAE) method with a skip connection mechanism to eliminate salt and pepper noise in grayscale images measuring 256×256 pixels. The dataset used consists of 300 pairs of clean images and noisy images that have gone through the preprocessing stage, including normalization and data augmentation. The model was trained using an Adam optimizer with a Mean Squared Error (MSE) loss function and validated through a train-test split scheme to avoid overfitting. Model performance was evaluated using Peak Signal-to-Noise Ratio (PSNR) and Structural Similarity Index (SSIM) metrics. The test results showed that the DCAE model with skip connections was able to effectively reduce noise while maintaining the main structure of the image based on the PSNR and SSIM values obtained, and showed better performance than conventional median filters. In addition, the model was successfully implemented into a Streamlit-based application to perform the image denoising process interactively, making it easier for users to experiment and visualize results in real-time.

Adolescence is a crucial period in human development, characterized by biological, psychological, and social changes. At this stage, adolescents require proper understanding of reproductive health to prevent risky behaviors and to support the development of healthy and responsible attitudes. This community service activity aimed to improve students’ knowledge of reproductive health through socialization at State Vocational High School (SMKN) 1 Mempura, Siak Regency. The method used was descriptive qualitative with a focus on education through material delivery, interactive discussions, and question-and-answer sessions. The activity was conducted on August 14, 2025, at the SMKN 1 Mempura Hall, involving 39 students out of 50 targeted participants. Data were obtained through observation of students’ participation and documentation of the activity, and were then analyzed descriptively and qualitatively. The results showed that students were enthusiastic in attending the socialization and demonstrated improved understanding of reproductive health concepts, reproductive organ functions, personal hygiene, and the risks of unsafe sexual behaviors. The interactive discussion also revealed students’ willingness to ask questions and share perspectives, reflecting stronger attitudes and confidence in maintaining reproductive health. In conclusion, the socialization of reproductive health at SMKN 1 Mempura successfully enhanced students’ knowledge and awareness. Despite limitations in terms of time allocation and long-term evaluation, this activity provided tangible benefits. Future efforts are recommended to develop sustainable programs supported by additional learning media and closer collaboration with the school.

In the era of globalization and rapid technological advancement, Indonesia’s indigenous culture faces various challenges that may gradually erode traditional values within society, particularly among the younger generation. Local cultural diversity represents a vital national asset that must be preserved and sustained through strategic efforts, one of which is education. Social studies education plays an important role in instilling students’ knowledge, understanding, and appreciation of local cultural diversity as an essential component of national identity. This article aims to examine the contribution of social studies education to the development of students’ character through respect for cultural diversity in their surrounding environment, the cultivation of tolerance, and the enhancement of cultural awareness. The study adopts a qualitative descriptive approach using a literature review methodology by analyzing relevant academic sources, including books, journal articles, and previous research findings. The results reveal that integrating local culture and indigenous knowledge into social studies learning can strengthen students’ social awareness, deepen their understanding of cultural values, and foster responsible, empathetic, and tolerant character traits. Moreover, the effectiveness of local culture–based social studies education is strongly influenced by the role of teachers as facilitators, motivators, and role models who provide contextual, relevant, and meaningful learning experiences for students.  

Students' learning processes are not only determined by cognitive abilities but are also greatly influenced by accompanying psychological aspects. At the junior high school (SMP) level, students are in the early adolescence phase, which is characterized by significant changes in emotions, motivation, and social needs. This condition makes psychological aspects a crucial factor in determining learning success. This study aims to examine the psychological dynamics that influence the learning process of junior high school students and their implications for the implementation of learning. The research method used is field research with a descriptive qualitative approach. The results show that learning motivation, emotional state, learning strategies, and social environmental support have interrelated roles in shaping students' learning experiences. Differences in students' psychological states contribute to variations in engagement and learning outcomes. Therefore, understanding students' psychological dynamics is crucial for teachers in designing effective, comfortable, and meaningful learning.

Islamic Religious Education (PAI) plays a crucial role in shaping students' personality and morals, not only by imparting religious knowledge but also by internalizing moral values for everyday life. The rapid development of technology, globalization, and social change presents challenges to moral development, requiring PAI learning to effectively integrate moral values in classroom dynamics. This study aims to examine the integration of moral values in PAI learning and its implications for strengthening character education. Using a qualitative approach with library research, data were gathered from books, journal articles, and previous studies on PAI and moral education. Data collection was through documentation, and content analysis was used to synthesize concepts, theories, and findings. The study finds that moral values in PAI learning are integrated through two approaches: explicit and implicit. Explicit integration involves teaching materials containing moral values, while implicit integration occurs through teacher role models, humanistic interactions, classroom management, and participatory and contextual learning methods. The integration of moral values enhances the meaning of PAI learning and contributes to students' attitudes and behavior. This study highlights that well-designed, value-oriented PAI learning plays a vital role in strengthening character education and continuously fostering students' morals.

Madrasahs play a strategic role in shaping the moral character of young generations amid the challenges of the digital era, particularly Generation Alpha, who grow up in an environment dominated by technology. This community service activity aims to analyze and strengthen the role of Madrasah Baitul Mu’minin in Ngemplak Village in forming the moral character (akhlaq) of Generation Alpha through a Qur’anic empowerment approach. This program employed a qualitative approach using a case study method. Data were collected through participatory observation, in-depth interviews, and documentation, involving madrasah caregivers, teachers (ustadz and ustadzah), students, and parents. Data analysis was conducted through data reduction, data display, and conclusion drawing, while data validity was ensured through source and technique triangulation. The results indicate that Madrasah Baitul Mu’minin plays a significant role in strengthening the moral character of Generation Alpha through Qur’an-based learning that emphasizes understanding and value implementation, consistent religious habituation, and exemplary behavior of educators. The Qur’anic empowerment approach proved effective in internalizing Qur’anic values and fostering moral awareness among students. Furthermore, the madrasah functions as a moral and spiritual development center that helps counterbalance the negative impacts of digital technology. These findings highlight the importance of non-formal madrasahs as adaptive bases for Islamic character education in responding to contemporary challenges.

Bullying is a common problem in elementary schools and can negatively impact students' psychological and social development, as well as their academic achievement. This community service activity aims to increase students' understanding and awareness of bullying at Ngemplak Elementary School regarding the definition, forms, impacts, and prevention of bullying through outreach and educational activities. The method used was a qualitative approach with case studies, implemented through interactive lectures, discussions, Q&A sessions, and supporting activities such as icebreakers and anti-bullying songs. The results of the activity showed an increase in students' understanding of bullying behavior, a growing sense of empathy, and the courage to reject and reprimand bullying. Student participation was very active and enthusiastic, supported by a fun and communicative learning environment. The school also responded positively, assessing the activity as beneficial in supporting character education and creating a safe and comfortable learning environment. Overall, the outreach and education on bullying prevention at Ngemplak Elementary School has made a significant contribution to building a school culture that is more caring, respectful, and free from bullying.

This study aims to evaluate the implementation of the Islamic Character Education Program at RA Al-Mu’minin Atula using the Goal Oriented Evaluation model. Islamic character education in early childhood education plays a crucial role in shaping students’ religious attitudes, moral values, and noble character through the internalization of Islamic values from an early age. This research employed a qualitative approach with a descriptive research design. Data were collected from the head of the institution, classroom teachers, and students through observation and in-depth interviews. The Goal Oriented Evaluation model was applied to assess the achievement of program objectives by comparing predetermined goals with the actual implementation and outcomes in the field. The findings indicate that the Islamic character education program at RA Al-Mu’minin Atula has been implemented fairly effectively, particularly through routine religious activities such as reciting Iqra before learning sessions, collective prayers, and habituation of discipline and polite behavior. The program positively contributes to the development of students’ religious character. However, several aspects require improvement, especially in formulating more measurable indicators and establishing systematic evaluation documentation. In conclusion, the Goal Oriented Evaluation model is appropriate for evaluating Islamic character education programs in early childhood education institutions and provides valuable recommendations for continuous program improvement.