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This study aims to explore the contribution of Christian Religious Education in developing the character of people with disabilities, grounded in Jean Vanier’s perspective on inclusive community and human dignity. People with disabilities are often marginalized due to persistent social stigma, which limits their access to education, meaningful participation, and employment opportunities, particularly within faith-based educational contexts. Employing a qualitative research approach through an in-depth literature review, this study examines key concepts in Christian Religious Education, the characteristics and lived experiences of individuals with disabilities, and the challenges and strategies associated with inclusive educational practices. The findings indicate that Christian Religious Education can function as an effective empowerment framework by integrating spiritual formation with the development of social skills, self-confidence, and communal belonging. Based on Jean Vanier’s inclusive vision, the study highlights practical implications for local churches, Christian schools, and faith-based communities, such as fostering inclusive learning environments, implementing participatory pedagogical models, and strengthening community-based support systems for people with disabilities.Furthermore, reducing social stigma through value-based education and community engagement emerges as a critical strategy to enhance educational participation and social integration. These findings contribute to the discourse on inclusive Christian education and offer contextual strategies applicable to local academic and ecclesial settings in promoting the dignity and empowerment of people with disabilities.

Contemporary developments in science, technology, and socio-cultural dynamics have given rise to various new fiqh issues (masailul al-fiqhiyyah al-mu‘ashirah) that were not explicitly discussed in classical Islamic jurisprudence. These contemporary fiqh issues demand contextual ijtihad that is responsive to current realities while remaining grounded in Islamic legal principles. This study aims to analyze contemporary fiqh issues and examine their implications for the moral formation of students in Islamic education. This research employs a qualitative library research approach by analyzing classical fiqh literature, contemporary fiqh studies, and relevant educational theories. The findings indicate that contemporary fiqh issues such as digital ethics, biomedical technology, and socio-economic practices carry significant moral dimensions that directly influence students’ attitudes and behavior. Integrating contemporary fiqh discourse into Islamic education encourages critical thinking, moral reasoning, and ethical awareness among learners. Therefore, contemporary fiqh learning not only functions as a legal reference but also as a strategic instrument for strengthening students’ moral character in accordance with Islamic values. The study implies that Islamic education institutions should contextualize fiqh instruction to address contemporary moral challenges faced by students.

Public Islamic schools (madrasah negeri) play a strategic role in providing equitable, inclusive, and emancipatory education. This article analyzes the impact of strict student selection, prestige orientation, and inclusive education implementation on achieving national education goals. Based on literature review and previous empirical studies, it was found that selection based solely on academic achievement can exacerbate social inequalities and reduce inclusivity. The implementation of the Love-Based Curriculum and pedagogy that respects diversity has been proven to enhance learning quality and student character. This article emphasizes the need for a holistic redefinition of education success indicators, including academic achievement, character, ethics, and social engagement.

The rapid development of digital streaming platforms such as Netflix has generated a large volume of content data with diverse characteristics, thereby requiring effective analytical methods to understand emerging patterns and trends. This study aims to classify Netflix content into two main categories, namely movies and television shows, and to analyze genre trends and content characteristics using a data mining approach with the Naive Bayes algorithm. The dataset used in this study is the Netflix Shows dataset, consisting of 8,809 content entries, with the primary features analyzed including genre, rating, and country of production. The research process begins with data exploration and preprocessing stages, including data cleaning, handling missing values, and transforming categorical features to enable effective model construction. Subsequently, the dataset is divided into training and testing sets to objectively and systematically build and evaluate the Naive Bayes classification model. Model performance is evaluated using accuracy, precision, recall, and F1-score metrics to assess the model’s ability to accurately distinguish between Netflix content types. The experimental results demonstrate that the Naive Bayes algorithm is able to classify Netflix content into Movie and TV Show categories with accuracy, precision, recall, and F1-score values of 100%, respectively. The confusion matrix indicates that no misclassification occurred, suggesting that genre, rating, and country of production features provide a very clear separation between content classes. These findings indicate that the Naive Bayes algorithm can achieve exceptionally high classification performance with optimal evaluation results. The results further reveal distinct differences in characteristics between movies and television shows based on genre and production attributes. Therefore, this study is expected to contribute to the development of content recommendation systems and strategic content management within the streaming industry.

Sentiment analysis is a technique in Natural Language Processing (NLP) used to identify user opinion tendencies based on textual reviews. This study analyzer user reviews of the Maxim application on the Google Play Store and compares three Machine Learning algoritmhs-Naïve Bayes, Support Vector Machine (SVM), and CatBoost-in classifying sentiment. The research stages include data collection, text preprocessing, feature extraction using TF-IDF and Chi-Square, class balancing using SMOTE, and performance evaluation through Accuracy, Precision, Recall, and F1-Score. ANOVA is used to examine the influence of feature selection on model performance. The results show that each model exhibits different performance level across the tested feature combinations. The CatBoost achieved the highest accuracy of 99,26% and demonstrating the most stable performance. Meanwhile, the Naïve Bayes and SVM models experienced performance decreases experiments, especially after applying SMOTE. These findings indicate that the choise of algorithm, feature extraction method, and class balancing technique significantly affects classification outcomes. Overall, CatBoost is identified as the best-performing model, providing more consistenst classification result in accordance with the characteristics of the user reviews.

Raining activities on making ketupat weaving for adolescents are important to implement as an effort to preserve Indonesia’s local cultural heritage. Ketupat weaving is a traditional skill that contains cultural, social, and philosophical values, which are at risk of fading among younger generations. This community service program was specifically designed for adolescents with the aim of providing hands-on experience and practical skills in traditional ketupat weaving. The training was conducted through several stages, including preparation, direct practice, guidance, and evaluation. Participants were actively involved in the entire process, starting from selecting materials, learning basic weaving techniques, to completing the final woven ketupat forms. The results of the activity indicate positive outcomes, including the improvement of participants’ traditional crafting skills, increased awareness of cultural values embedded in ketupat weaving, and strengthened social interaction among adolescents. In addition, the training contributed to fostering a sense of cultural pride and responsibility in preserving local traditions. Overall, this community service activity demonstrates that practical and participatory cultural training can serve as an effective medium for cultural transmission, character development, and social engagement among adolescents, while supporting the sustainability of local cultural heritage in the modern era.

The interval between 2018 and 2025 represents a defining epoch in financial assurance, characterized by a systemic collision between traditional audit methodologies and the exponential sophistication of fraudulent actors. This research employs a comprehensive library research methodology, utilizing Systematic Literature Review (SLR) to evaluate the evolving landscape of audit and fraud. The study traces the theoretical migration from Cressey’s Fraud Triangle to multidimensional frameworks like the Fraud Pentagon, which emphasizes the roles of arrogance and competence. Through a forensic examination of catastrophic audit failures including Wirecard, FTX, and the emerging risks of crypto-assets, the research identifies recurring patterns of auditor failure in assessing operational risks and internal controls. Furthermore, the report analyzes the dual-edged impact of Artificial Intelligence (AI); while machine learning algorithms offer enhanced detection capabilities, the rise of Generative AI (GenAI) and deepfake technology has empowered perpetrators to execute sophisticated "synthetic reality" frauds. The study critically evaluates regulatory responses, particularly the revision of International Standard on Auditing (ISA) 240, which mandates a more proactive "fraud lens." The findings suggest that the auditing profession faces an existential crisis of relevance, necessitating a fundamental shift toward a forensic mindset supported by advanced technological integration.

This study aims to examine the role and perceptions of Guidance and Counseling (GC) services in addressing student delinquency and enhancing learning motivation at SMP Negeri 2 Karawang Barat. Guidance and Counseling services play a strategic role in assisting students in overcoming academic, social, and personal problems that may influence their behavior and learning enthusiasm. This research employed a qualitative approach using observation and in-depth interviews with guidance counselors and students as the primary data collection methods. The findings indicate that GC services have a significant role in handling various forms of student delinquency, such as violations of school regulations and low learning discipline, as well as in improving students’ learning motivation through individual and group counseling services. Guidance counselors actively monitor students’ development and collaborate with subject teachers, homeroom teachers, parents, and external parties, including psychologists, to provide comprehensive support. Furthermore, collaboration between GC services and Islamic Religious Education teachers through keputrian activities strengthens students’ moral and spiritual development, contributing positively to character building. Although GC services at SMP Negeri 2 Karawang Barat have been implemented effectively, this study reveals that preventive efforts and student potential development programs require further enhancement. Strengthening preventive approaches and adopting strategies that are adaptive to the challenges of the digital era are essential to ensure that Guidance and Counseling services can optimally support students’ holistic development.

This study aims to implement the Christian Religious Education and Character Education (PAK) teaching module in grade V of SDN 1 Sabaru, Palangka Raya, with a focus on the topic “Jesus Was Crucified, Died, and Risen for Me.” The learning process is designed to support students’ spiritual and character development through an interactive and project-based approach. Teaching methods include group discussions, the use of miniature media as visual learning aids, collaborative activities, and guided reflection on Christian values relevant to students’ daily experiences. The results of classroom observations show that most students are active, enthusiastic, and involved in the learning process, able to understand the theological meaning of the crucifixion, death, and resurrection of Jesus, and apply the values of love, gratitude, and responsibility in everyday life. Obstacles found include a lack of self-confidence in some students and less optimal group dynamics during activities. These findings serve as important evaluation materials for improving the effectiveness of future learning implementation

This study discusses the introduction of digital signature patterns using the Backpropagation method on Artificial Neural Network (JST) to identify a person's characteristics and potential. The increasing use of digital identities demands a verification system that is more secure, accurate, and adaptive to the variations of each individual's signature. The main problem faced in the signature recognition system is the low level of accuracy when the visual features of the signature have similarities between users, both in terms of shape, size, and stroke pressure. In addition, variations of signatures made by the same individual are also a challenge in the identification process. As a solution, this study implements Principal Component Analysis (PCA) to extract important features from the signature image before the training process using JST. PCA is used to reduce the data dimension so that the learning process becomes more efficient and optimal. A total of 80 signature images were used in this study, consisting of 60 training data and 20 test data. The results showed that the system was able to achieve an accuracy level of 92.5%. These findings prove that the combination of PCA and JST methods is effective in recognizing digital signature patterns and has the potential to be applied to digital security-based biometric identification systems.

The development of technology in the digital era has brought significant changes to global education systems, including in Indonesia. Digital transformation encourages learning models that are more flexible, interactive, and focused on 21st-century competencies. However, this progress also presents various challenges, particularly related to moral degradation among youth, unequal access to technology, and low digital literacy among teachers and students. This study aims to analyze character education models from a global perspective and evaluate the challenges and strategies for their implementation in Indonesia in the digital era. Using a qualitative research method with a library research approach, data were obtained from credible sources such as scientific journals, books, official reports, and national and international educational documents. The findings indicate that developed countries have successfully integrated technology into their curricula, teacher training, and educational policies, resulting in well- established digital learning ecosystems. In Indonesia, digitalization in education has grown rapidly, especially since the pandemic, but still faces obstacles such as limited infrastructure, varied levels of digital competence among teachers, and a lack of integration of digital pedagogy. In addition, student readiness and access inequality in frontier, outermost, and disadvantaged regions (3T) present further challenges in applying global education models

This study examines the role of teachers as Islamic counselors in addressing various psychological problems experienced by students, such as learning anxiety, academic stress, low self-confidence, difficulty controlling emotions, and social problems such as bullying. Teachers serve not only as instructors, but also as murabbi, mursyid, and moral role models in guiding students' spiritual and emotional development. The study used a qualitative method with a library study approach, where data were obtained through relevant literature related to Islamic counseling, Islamic education, and student psychology. The results of the study indicate that the implementation of Islamic counseling through strategies such as mau'izhah hasanah, tazkiyah an-nafs, prayer and dhikr, empathy development, and collaboration with guidance and counseling teachers and parents has been proven to reduce students' anxiety and stress levels, increase learning motivation, strengthen morals and character, and provide spiritual peace. Thus, teachers play a strategic role in creating a holistic educational environment and supporting students' psychological well-being. In addition, the implementation of Islamic counseling also plays a role in building students' mental resilience in facing academic and social pressures. In the long term, this will strengthen the Islamic values ​​applied in students, while creating a more resilient and noble generation.

The Independent Curriculum aims to provide flexible, student-centered learning that is oriented toward strengthening character through the Pancasila Student Profile. However, a literature review indicates that its implementation in elementary schools still faces various obstacles. Teachers' understanding of differentiated learning, the P5 project, and authentic assessment is uneven, while limited infrastructure and the complexity of developing teaching materials also hamper its implementation. Furthermore, student readiness and a supportive learning environment also influence the curriculum's effectiveness. These findings emphasize the need to improve teacher competency, ensure equitable distribution of facilities, and collaborate among stakeholders for optimal implementation of the Independent Curriculum. Furthermore, the disparity in the quality of implementation across schools is also a major challenge, particularly in remote areas with limited facilities. Therefore, supportive policies and intensive mentoring for teachers are needed to ensure that this curriculum is effective and provides maximum benefits for students, optimizing character development and 21st-century skills. Overall, the success of the Independent Curriculum depends heavily on solid collaboration between all relevant parties, including teachers, schools, parents, and education policymakers.

This paper aims to present the essence of family education according to the Qur'an and hadith. To compile this paper, a literature study method was used with the main references being Taisiru al-Aliyyul Qadir li Ikhtishari Tafsir Ibn Kathir, Tafsir Al-Misbah, and Tafsîr al-Qurân al-Hakîm. In addition, it is supplemented with several hadiths. The findings from this discussion indicate that family education is an effort made by parents to develop children's potential, both in intellectual, emotional, spiritual, and skill aspects. Family education aims to ensure the well-being of oneself and those under one's responsibility, as well as to shape the character of independent and mature children. Responsibility for family education is a shared obligation between fathers and mothers. The family plays a very important role in children's education, both consciously and unconsciously. Overall, family education is a learning process that involves all the main members who are part of the family, namely parents (father and mother) and children.

This article explores the concept of a “House of Faith” as a holistic educational framework designed to build students’ character based on religious values. The fundamental idea of the House of Faith is likened to a school environment that provides a comfortable and safe space for students to develop their faith and noble character through learning activities connected to religious teachings. A religious school environment is created through everyday atmospheres that encourage the practice of worship, the presence of religious symbols, and community activities that strengthen students’ spirituality. Programs to reinforce religious spirit include activities such as communal prayers, religious studies, and social projects designed to gradually enhance students’ spiritual awareness. Teachers and educational staff play a highly effective role, acting as role models and facilitators in the learning process. Their approach to instilling faith and moral values involves interactive methods such as group discussions, inspirational stories, and personal reflection, all adapted to students’ developmental stages. Collaboration between the school and parents becomes a key factor in ensuring consistent support. This is carried out through regular meetings, joint workshops, and open communication that reinforces family values. The impact of religious spirit on students can be seen in increased discipline, social empathy, emotional resilience, and stronger academic motivation. However, implementation faces challenges such as limited curriculum time, diversity of student backgrounds, and cultural resistance. These challenges are addressed through solutions, including regular teacher training, program evaluation, and the integration of technology for distance learning. Overall, the article emphasizes that a school functioning as a House of Faith can shape young generations who are not only intellectually capable but also strong in faith and morals, contributing to a more harmonious and meaningful society.

This study aims to describe the perspectives of Akidah Akhlak teachers on the implementation of moral education through the teaching of the Ta’lim al-Muta’allim book as a strategy to prevent bullying at MTs Islamiyah Syafiiyah Sedan. The background of the study is the growing prevalence of bullying in schools, including verbal, physical, and social forms, which demands an approach to moral education that not only transfers knowledge but also internalizes values essential for shaping students’ character and self-control. This research employs a descriptive qualitative method using interviews, observations, and documentation. The research subjects are Akidah Akhlak teachers who directly teach Ta’lim al-Muta’allim. The data were analyzed through reduction, display, and conclusion drawing. The findings show that teachers view the book as strategically valuable for developing students’ moral character because it provides guidance on proper conduct toward teachers, peers, knowledge, and the learning environment. According to the teachers, applying the values presented in the text helps foster respect, empathy, and social responsibility, which contributes to preventing bullying behaviors. In classroom practice, teachers integrate these values through exemplary behavior, contextual advice, and reflective discussions following reading activities. Thus, the teaching of Ta’lim al-Muta’allim serves not only as academic material but also as a medium for instilling moral values that support the creation of a school culture grounded in good morals and free from bullying. These efforts strengthen students’ awareness and encourage positive daily interactions within the school.

Tourism is one of the sectors that plays an important role in boosting economic growth through travel activities and destination exploration. Tourists' preferences for nature-based tourism options, such as mountain hiking or beach tourism, are influenced by various factors, ranging from personal experiences and recreational interests to social characteristics. Therefore, a technology-based approach is needed to predict destination choice tendencies more accurately. As artificial intelligence technology develops, deep learning methods have been widely used in classification processes due to their ability to process large amounts of data and recognize complex patterns. In this study, a Multilayer Perceptron (MLP) model is used to classify tourists' preferences between mountain or beach destinations based on a survey dataset. The research stages include data processing, data splitting using a train-test split, model training, and performance evaluation using accuracy, precision, recall, and F1-score. The test results show that the MLP model is capable of achieving an accuracy rate of 99%, confirming that deep learning methods are effective in automatically mapping tourism preference trends. This research is expected to serve as a basis for the development of more personalized travel destination recommendation systems, as well as to support tourism management in formulating targeted promotional strategies.

Early Childhood Education (PAUD) holds a very important role in shaping children’s character, moral values, and foundational knowledge. As an effort to support the success of education, good quality learning outcomes are required as a benchmark for children’s holistic development. In this context, educator management becomes one of the keys to improving the quality of learning outcomes. PAUD Al-Qur’an (PAUDQU) is an early childhood education institution that prioritizes Al-Qur’an education and Al-Qur’an memorization (tahfidz) as its institutional uniqueness. The findings of this research show that the educator management implemented in PAUDQU in Setu Bekasi District is quite good, as almost all elements within the scope of educator management have been carried out by the school. However, there are several obstacles found in its implementation, such as the educators’ competencies that have not been maximized, particularly in Al-Qur’an recitation (tahsin) and tahfidz, as well as the promotion, compensation, and educator assessment systems that are not yet well-structured. KIPAS EVA, an acronym for Competence Implementation Evaluation Appreciation, was developed with the expectation of being easier to remember, thus supporting the process of applying educator management in the future. This management strategy emphasizes educator planning by strengthening competencies, professional learning implementation by educators, continuous educator evaluation, and providing appreciation to increase educator motivation.

The diversity of Indonesian society, which consists of various ethnic groups, religions, cultures, and races, represents a great potential for the creation of a harmonious social life. However, the reality shows that intolerance and narrow fanaticism still often arise and even begin to influence students in the educational environment. This has the potential to create social conflicts and damage the nation's character in the future. This study aims to examine the role of education in shaping students to avoid fanatic behavior and social conflicts. The research method used is descriptive qualitative with data collection techniques through relevant literature studies. The results of the study show that schools have a strategic role in instilling values of tolerance, inclusive attitudes, and religious moderation through learning, teacher role models, and a school culture that respects diversity. In addition, synergy between schools, families, and communities is needed to create an educational environment that is conducive to the development of students' character. Through the implementation of multicultural education and the strengthening of national values on a sustainable basis, students are expected to become a generation with strong character, tolerant, and able to live peacefully alongside others in a pluralistic society.

The purpose of this study is to discuss the introduction of the Pendet Dance in the Markandeya–Walailak cultural exchange program and to evaluate its effectiveness as a cross-cultural character education tool. To investigate program design, execution, and results, the study used a descriptive qualitative approach backed by the CIPP (Context, Input, Process, Product) evaluation model. During the cultural exchange activities, information was gathered through participant reflection, documentation, and observation. The results show that the program effectively combined the principles of character education with conventional performing arts. Thai students showed greater appreciation, tolerance, respect, and empathy for cultural diversity as well as a deeper comprehension of the Pendet Dance's meaning, symbolism, and cultural value. In addition, Indonesian students who served as facilitators saw improvements in their discipline, self-assurance, cultural adaptability, and communication abilities. The exercise emphasizes how traditional performing arts can be a powerful tool for international engagement and cultural diplomacy. All things considered, the program shows that cultural exchange programs can make a significant contribution to global character education, and it is advised that comparable projects be maintained and developed in subsequent international education partnerships.