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Background:The digital transformation in education requires teachers to possess adequate competencies in utilizing technology to support innovative, interactive, and student-centered learning. However, the integration of digital platforms into classroom practices remains limited due to teachers’ varying levels of digital competence and experience. This community service program aimed to improve teachers’ competencies in utilizing digital platforms to support innovative learning implementation at SMAN 8 Banda Aceh. Methods:The program employed a participatory approach consisting of needs assessment, workshops, hands-on practice, mentoring, evaluation, and reflection activities. A total of 40 teachers from various subject areas participated in the program. The training materials included the use of Canva for developing digital learning media, Quizizz for gamified assessments, Google Workspace for collaborative learning, and Artificial Intelligence (AI) technologies to assist in instructional material development and creative learning activities. Program evaluation was conducted through participant observation, assessment of digital learning products, satisfaction questionnaires, and reflective discussions. Results: The results showed that participants successfully produced 18 interactive presentations using Canva, 10 digital modules, 8 Quizizz-based quizzes, and 4 evaluation instruments using Google Forms. Furthermore, teachers demonstrated improved competencies in designing digital learning media, developing technology-based assessments, integrating digital platforms into instructional practices, and utilizing AI as a learning support tool. The high level of participation and enthusiasm among participants indicated the effectiveness of the program in strengthening teachers’ digital literacy and technological competencies. Conclusion: In conclusion, the community service program successfully enhanced teachers’ competencies in utilizing digital platforms to support innovative learning in schools.

The primary challenge faced by the community in Dewasari Village, Ciamis Regency, is the ineffective management of household organic waste, along with limited knowledge and skills in converting organic waste into value-added products. This community service program aimed to strengthen community capacity in developing smart environmental management through community-based Black Soldier Fly (BSF) maggot cultivation. The program was implemented through educational sessions, practical training on BSF maggot cultivation, community mentoring, and learning evaluation using a participatory approach involving the village government, community groups, and local youth. The results showed significant improvements in participants' knowledge and practical skills in managing organic waste, cultivating BSF maggots independently, and utilizing the harvested maggots as alternative livestock feed and an additional source of household income. The program also increased community awareness of the importance of sustainable and environmentally friendly waste management. Therefore, community-based BSF maggot cultivation can serve as an innovative solution for promoting smart, productive, and sustainable environmental management while strengthening community economic empowerment and improving household livelihoods in Dewasari Village.

This community engagement program aimed to strengthen community empowerment through human resource development and employability skills training in West Java Indonesia. The program involved youth groups, unemployed individuals, women’s associations, and local community members who experienced limited access to professional training and workforce readiness opportunities. To address these challenges, participatory workshops, leadership training, career mentoring, and collaborative learning activities were implemented over a three-month period involving 65 participants. The findings demonstrated significant improvements in communication skills, teamwork, leadership competencies, career planning awareness, and problem-solving abilities among participants. Qualitative results also revealed increased confidence, stronger motivation for professional development, and greater participation in community and economic activities. Participants showed improved readiness for employment and entrepreneurship opportunities after completing the program. The integration of human resource development and participatory educational approaches proved effective in promoting employability and sustainable community empowerment

This community engagement program aimed to strengthen entrepreneurial capacity and digital literacy among santri at Asy-Syifa Al-Islami Islamic Boarding School, Parung Bogor, Indonesia. The program was designed in response to the growing importance of entrepreneurship and digital competencies in supporting youth empowerment, economic participation, and sustainable community development. The activities involved Islamic boarding school students who had limited access to entrepreneurship education, digital business training, and practical technology-based learning opportunities. To address these challenges, participatory workshops, mentoring sessions, collaborative discussions, and practical digital entrepreneurship training were implemented over a three-month period involving 55 participants. The program focused on entrepreneurial mindset development, digital marketing, financial literacy, social media utilization, and small business management skills. The findings demonstrated significant improvements in entrepreneurial awareness, digital literacy, communication skills, creativity, teamwork, and self-confidence among participants. Qualitative results also revealed increased motivation among santri to develop small businesses and utilize digital platforms productively. Participants showed greater readiness to engage in entrepreneurship activities and adapt to technological developments after completing the program. The integration of entrepreneurship education and digital skills training proved effective in promoting youth empowerment and sustainable community participation. Overall, the program highlights the importance of community-based entrepreneurship and digital literacy initiatives in strengthening the socio-economic capacity of Islamic boarding school students

This study examines the implementation of a Figma-based UI/UX training program aimed at improving digital design literacy among students at Qotrun Nada Islamic Boarding School, Jakarta. The program was developed to address the limited digital competencies and practical design skills commonly found among santri in traditional Islamic educational environments. Using a project-based learning and mentoring approach, participants were introduced to fundamental concepts of User Interface (UI), User Experience (UX), and collaborative digital design using Figma. The activities included workshops, practical design exercises, mentoring sessions, and prototype development projects. The findings demonstrated significant improvements in students’ digital literacy, communication skills, teamwork, creativity, and confidence in using technology. Students successfully produced simple website prototypes that reflected basic usability and visual design principles. Furthermore, the integration of digital literacy training within the pesantren environment showed that technological skill development can be harmonized with Islamic educational values and community empowerment initiatives

This community service program (PkM) aims to enhance the digital literacy of teachers and students at Pondok Pesantren Al-Wathoniyah Pusat Putri Klender, East Jakarta, particularly in verifying digital news and content amid pervasive disinformation. Key problems identified include low digital verification competency among senior teachers, limited use of fact-checking tools, and the absence of systematic information management mechanisms within the pesantren. The activity was held on June 10, 2026, employing a blended learning approach combining interactive lectures, hands-on training, and continuous mentoring. Training modules covered: (1) digital literacy for teachers, (2) mitigation of religious information distortion, (3) critical media literacy, (4) videography skills, and (5) content marketing grounded in Islamic values. Thirty teachers and senior students participated. Key outputs include enhanced digital literacy competencies among participants, the Smart Teacher Guidelines module, a donated photography studio equipment set, and national media coverage (JPNN.com). Evaluation results demonstrate significant improvement in participants' understanding of digital information verification, positive content production capability, and motivation to use technology responsibly. This program contributes to SDGs No. 4 (Quality Education), SDGs No. 9 (Innovation), SDGs No. 10 (Reduced Inequalities), and SDGs No. 17 (Partnerships), as well as supporting IKU 3, IKU 5, and IKU 6 of Universitas Negeri Jakarta.

Humanitarian law plays a significant role in shaping military professionalism, particularly in developing leadership character that upholds human values during military operations. Marine Corps officers are frequently involved in operational assignments that directly interact with civilian populations, both in war operations and military operations other than war. Therefore, a comprehensive understanding of International Humanitarian Law is essential for supporting professional and ethical decision-making. This study aims to analyze efforts to optimize humanitarian law understanding in order to develop a humanistic character among Marine Corps officer cadets. The research employed a qualitative descriptive method using observation, interviews, documentation studies, and literature reviews. Data were collected from Marine Corps educational institutions and legal experts within the Indonesian Naval Academy. The findings indicate that humanitarian law understanding among officer cadets remains constrained by limited instructional time, insufficient practical simulations, and the need for stronger curriculum integration. However, humanitarian law significantly contributes to developing integrity, responsibility, empathy, respect for human dignity, and professionalism in military leadership. Optimization efforts can be achieved through curriculum enhancement, practical case-based learning, continuous legal education, leadership ethics training, and strengthening organizational culture. The study concludes that strengthening humanitarian law education is essential for producing professional, humanistic, and globally competent Marine Corps officers.

The Merdeka Curriculum introduces a paradigm shift in Indonesia's educational assessment system, moving from an outcome-oriented approach toward one that positions evaluation as an integral part of the learning process itself. This article examines how learning evaluation is implemented as an instrument to improve the quality of student learning within the Merdeka Curriculum framework. This study employs a library research method, analyzing relevant policy documents, regulations, and academic literature. The findings indicate that the Merdeka Curriculum shifts the focus of evaluation from mere measurement (assessment of learning) toward assessment as learning and assessment for learning, realized through three main forms of assessment: diagnostic, formative, and summative. Proper implementation of these three forms enables teachers to map students' individual learning needs, provide continuous feedback, and design differentiated instruction that is more relevant to learners' characteristics. However, field implementation still faces several challenges, including uneven teacher understanding, time constraints, and limited technical training in designing authentic assessment instruments. This article recommends strengthening teacher competence, providing practical technical guidance, and offering continuous mentoring as strategic steps to ensure that learning evaluation truly functions as an instrument for improving learning quality, rather than merely an administrative formality.

Science and language literacy remain challenges in non-formal education, as learning often emphasizes memorization and underutilizes local contexts as learning resources. This community service program aimed to strengthen the competence of Community Learning Center (PKBM) tutors in developing science and language literacy modules based on the ethnoscience and local wisdom of Klaten. The program employed a Training of Trainers (ToT) approach involving training sessions, module development workshops, and mentoring. Participants consisted of 20 tutors from three PKBM in Klaten Regency. Competence was evaluated through pretest and posttest questionnaires covering literacy understanding, pedagogical competence, module development, and learning implementation. Results indicated a 24,61%. increase in tutor competence, with the average score rising from 63,31 to 87,92. The program effectively enhanced tutors’ capacity to design contextual learning grounded in ethnoscience and local wisdom.

The urgency of this research stems from the knowledge gap regarding contextual factors contributing to the underuse of learning media in rural elementary schools, which has not been adequately addressed in previous research, which has tended to focus on urban contexts. This study aims to examine teachers' perceptions at Sugayang Public Elementary School regarding the underuse of learning media in the learning process, as well as the factors that contribute to it. The method used was a descriptive qualitative method, utilizing in-depth interviews as a data collection technique. The data were then analyzed using data reduction, data display, and conclusion drawing techniques according to Miles and Huberman. The results showed that teachers experienced difficulties in using technology, difficulties in creating learning media, and the perception that using media was time-consuming. This reveals an important pattern that the underuse of learning media is a systematic problem rooted in the TPACK gap that is not supported by practical time management solutions. These findings imply that changes in learning practices will not occur simply through the provision of generic technology tools or training; rather, bottom-up and contextual solutions are needed. The novelty of this research lies in the in-depth qualitative approach applied to the under-researched context of rural elementary schools, which has not been studied before. This research contributes through recommendations for the implementation of a peer-mentoring program and the development of a ready-to-use digital learning media bank, thus offering valuable insights for future research with relevant stakeholders.

The risk of accidents in the school environment is quite high, but the ability of the School Health Business Team (UKS) to handle emergencies is often still limited to theoretical knowledge without adequate practical skills. This study aims to analyze the influence of the Role Playing and Emergency Simulation (RANGGA) method on the improvement of the knowledge and skills of the UKS Team in junior high school. This study used a quasi-experiment design with a pre-post test with control group design. The research sample amounted to 60 respondents which were taken by purposive sampling technique. The intervention group was given RANGGA training, while the control group was given conventional education. The data were analyzed using the non-parametric Wilcoxon Signed Ranks Test because the data distribution was abnormal. In the intervention group, there was an increase in the average knowledge score from 88.7 to 97.9 and the skill score from 87.99 to 97.98. The results of the Wilcoxon test showed a significance value of p<0.001 for both variables in the intervention group, indicating a very strong influence of the RANGGA method. In contrast, although the control group experienced an improvement, the variation in scores remained higher and the improvement was not as significant as the intervention group. The RANGGA method is significantly effective in improving the emergency competence of the UKS Team through an experiential learning approach. It is recommended for school institutions to integrate simulation and role play methods in the UKS training curriculum to ensure optimal emergency response readiness.

The use of digital learning media and discussion methods is increasingly important to support junior high school students' learning outcomes. Digital media, such as videos, animations, and interactive platforms, facilitate understanding of material and increase learning motivation, while discussion methods encourage active participation, critical thinking, and student reflection. This study examines the influence of the use of digital learning media and discussion methods on junior high school students to obtain a comprehensive picture of the effectiveness of both variables in improving student learning outcomes. A qualitative method with a literature review approach was used as the research method. Sources were obtained from relevant journals, articles, and books, and analyzed descriptively and qualitatively. The results found that the use of digital media and discussion methods had a positive effect on student learning outcomes. Implications emphasize the importance of adequate technological facilities and teacher training to utilize digital media and discussion methods to create enjoyable and interactive learning.

This study aims to examine the role of teachers in developing emotional intelligence among adolescent students at SMP Kesatrian Surakarta. Emotional intelligence is an essential aspect that supports academic achievement, social relationships, and character development. This research employed a qualitative approach using a case study method. Data were collected through in-depth interviews with 15 teachers teaching grades VII to IX, participant observations in classroom settings, and analysis of relevant school documents. The findings reveal that teachers play a strategic role in fostering students’ emotional intelligence through three primary approaches: emotional modeling by demonstrating appropriate emotional management (45%), facilitating emotion-based learning activities (30%), and evaluating students’ emotional intelligence development (25%). These roles significantly contribute to improving students’ self-awareness, self-regulation, empathy, and social skills. Supporting factors include emotional intelligence training programs provided by the local education authority and the school’s commitment to creating a supportive learning environment. However, major challenges consist of high administrative workloads among teachers (70%) and limited counseling facilities (50%). This study recommends continuous teacher training, the integration of emotional intelligence modules into lesson plans, and collaboration with school psychologists to ensure long-term monitoring and development of students’ emotional competencies. The findings contribute to the enrichment of emotional intelligence literature within the context of Indonesian secondary education.

Stunting is a multifactorial public health problem influenced by various risk factors that may emerge during the prenatal period. Early identification of stunting risk during pregnancy is important to support preventive interventions. This study aimed to develop a stunting risk prediction model based on maternal prenatal factors using the Random Forest algorithm. Secondary data from 172 pregnant women, consisting of 83 stunting cases and 89 non-stunting cases, were analyzed. The predictor variables included maternal age during pregnancy, height, hemoglobin level, mid-upper arm circumference (MUAC), smoking history, hypertension, asthma, and diabetes mellitus. The research stages consisted of data preprocessing, model training using Stratified 5-Fold Cross Validation, performance evaluation, external testing, and feature importance analysis. Internal evaluation results showed an accuracy of 60%, precision of 60.6%, recall of 57.3%, F1-score of 58.9%, and AUC of 0.6688. External testing yielded an accuracy of 70% and an AUC of 0.6167. Feature importance analysis identified maternal age during pregnancy as the most influential variable in the prediction process. The findings indicate that maternal prenatal factors have potential for early stunting risk identification, although the predictive performance remains moderate. This approach may serve as a foundation for developing early screening tools to support targeted interventions among high-risk pregnancies.

This study investigates the implementation of the Gradient Boosting Machine (GBM) algorithm for network intrusion detection using the CICIDS2017 dataset within the CRISP-DM framework. The process encompasses Business Understanding, Data Understanding, and Data Preparation including data cleaning, categorical feature encoding, normalization, and data split (80 % training, 20 % testing). In the Modeling phase, GBM Hyperparameters (learning_rate = 0.1; max_depth = 5; n_estimators = 150) were optimized via Grid Search with 2-fold Cross Validation, and F1-Score  was selected as the primary metric due to class imbalance. Evaluation on the test set yielded accuracy of 99.99 %, precision of 100 %, Recall of 99.98 %, and F1-Score  of 99.99 %, demonstrating exceptional detection capability with minimal false negatives and false positives. Compared to previous studies, this GBM model outperforms in accuracy and stability without overfitting. These findings confirm GBM’s effectiveness for modern Intrusion Detection Systems and its suitability for Deployment in resource-constrained operational environments.

Malware represents an evolving cybersecurity threat that demands more effective detection methods. Conventional signature-based detection systems have limitations in identifying new variants, driving the development of deep learning-based approaches. This research implements and evaluates four variants of the YOLOv11 algorithm (n, s, m, l) for malware classification based on visual image representation. The dataset consists of 22,056 malware and benign images, divided into 70% training, 15% validation, and 15% testing across 8 classes (adware, backdoor, benign, downloader, spyware, trojan, virus, worm). Each model was trained for 100 epochs with batch size 32 using Google Colab with GPU support. Results demonstrate that all variants achieve high accuracy (97.8%-98.1%) with YOLOv11m as the best performer (98.1%). YOLOv11n offers optimal balance between accuracy (97.9%) and efficiency (1.5M parameters, 0.3 ms/img inference) ideal for real-time applications. This research surpasses previous methods such as K-NN (97.18%) and hybrid CNN (96.55%) with superior inference speed (0.3-0.9 ms/img vs tens to hundreds of ms/img), proving the effectiveness of YOLOv11 for fast, accurate, and scalable malware detection.

This study aims to map the trends, integration forms, effectiveness, and contribution of ethnomathematics in elementary school mathematics learning toward national cultural preservation. A systematic literature review (SLR) approach following the PRISMA 2020 protocol was employed. Searches across four academic databases (Scopus, Google Scholar, CrossRef, and Semantic Scholar) yielded 1,176 articles, from which 30 articles met the inclusion criteria. Results indicate that ethnomathematics research in elementary schools has increased significantly during 2023–2026, particularly following the implementation of Kurikulum Merdeka. The three most dominant forms of integration are digital modules and media (53.3%), traditional games (33.3%), and ethnomathematics-based worksheets (13.3%). Geometry and measurement is the most researched mathematics topic (50.0%), and conceptual understanding shows the most significant improvement (40.0%). Beyond improving mathematics achievement, ethnomathematics integration contributes to cultural preservation through cultural contextualization in learning (60.0%), strengthening cultural identity and values (26.7%), and active local cultural preservation (10.0%). The study recommends teacher training, curriculum policy strengthening, cross-sector collaboration, and further research to sustain ethnomathematics implementation in Indonesian elementary schools.

Dredger operations in water-based mining areas have a high occupational risk because they involve a combination of wet environments, mechanical equipment, and electrical systems. The presence of electrical panels, power cables, terminal connections, electric motors, inverters/drives, and protection components on the Dredger requires a sound understanding of Occupational Health and Safety, particularly electrical safety. Water splashes, wet walking surfaces, high humidity, and improper procedures during inspection or cleaning may increase the risk of short circuits, protection trips, and electric shock. Therefore, structured basic safety training is required so that operators are able to identify electrical hazards and implement safe working procedures. This activity aimed to improve operators’ understanding of hazardous electrical components, initial safety briefing procedures, measurement practice and safe handling during trips or short-circuit indications, and the correct and safe use of water pumps for unit cleaning. The activity was carried out through field observation, technical briefing, direct demonstration on the electrical panel and work area, simple measurement practice, and safe cleaning practice. The results indicate that field documentation can serve as an effective learning medium to strengthen operators’ understanding of electrical hazard sources on the Dredger, the application of simple lock out-tag out procedures, the control of wet areas, and the limitation of water spray direction during cleaning activities. Overall, the activity shows that improved compliance with safety procedures may reduce the risk of short circuits and electric shock during operation and maintenance.

This study aims to examine the role of the government in implementing gender political education in schools in Bengkulu Province. Within the context of Indonesia's national education system, gender equality remains a crucial issue that requires sustained attention, particularly in formal educational institutions. As the primary policymaker, the government plays a strategic role in ensuring that educational policies, curricula, teaching practices, and school environments promote the principles of gender equality and inclusiveness. This research employs a library research method by reviewing various scientific publications, policy documents, laws and regulations, government reports, and relevant academic sources related to gender and education. The findings reveal that the government has introduced several regulations and programs to support gender-responsive education and enhance equal opportunities for all students. However, the implementation of these policies in schools across Bengkulu Province continues to face significant challenges. These include limited teacher competence in gender-sensitive instruction, inadequate availability of gender-responsive learning materials, insufficient monitoring and evaluation mechanisms, and the persistence of patriarchal cultural values that influence educational practices. Therefore, this study recommends strengthening policy implementation, providing continuous gender-based teacher training, developing inclusive learning resources, and integrating gender political education into local curriculum content to promote greater gender awareness and equality in schools throughout Bengkulu Province.

Indonesia’s multicultural diversity poses serious challenges in maintaining social harmony, marked by increasing cases of intolerance driven by differences in ethnicity, religion, and culture. Education, particularly civics (PPKn), plays a strategic role in instilling tolerance values from an early age. This study aims to analyze the strategies used by elementary school teachers in cultivating tolerance attitudes through PPKn  learning, identify the implementation of tolerance values in classroom activities and student social interactions, and reveal the challenges faced by teachers along with effective and contextual learning strategies. This study employed a qualitative descriptive approach based on library research, collecting data from accredited scientific journals published between 2021 and 2025, sourced from databases including google scholar, DOAJ, and sinta- indexed journals. Data were analyzed using descriptive qualitative analysis through stages of data reduction, data presentation, and conclusion drawing, with source triangulation appliet to ensure validity. The findings reveal that affective teachers employ a holistic approach encompassing cognitive, affective, and psychomotor domains, consistent with Bloom’s revised taxonomy. Teachers serve not only as knowledge transmitters but also as moral role models, as supported by Bandura’s Social Learning Theory. Implementation is carried out through three channels: intracurricular, co-curricular, and extracurricular activities. Key challenges include dominance of cognitive approaches, limited understanding of multicultural education, and negative influencesof social media. This study implies the urgent need for continuous professional training for PPKn teachers, differentiated and inclusive learning design, and active collaboration between schools and families to strengthen the internalization of tolerance values in elementary school students.