Stunting remains a chronic nutritional issue and a significant public health challenge in Indonesia, particularly in rural areas such as Jurang Village, Temanggung Regency. One of the key contributing factors to the high prevalence of stunting is the low level of maternal knowledge regarding balanced nutrition and the appropriate practice of providing supplementary feeding (Pemberian Makanan Tambahan or PMT) for children under five. This study aims to evaluate the effectiveness of PMT menu leaflet media as a tool to increase mothers’ knowledge and awareness regarding stunting prevention. The research was conducted through a series of community-based surveys during Posyandu (integrated health post) activities across several neighborhood units (Rukun Warga or RW). These surveys identified cases of stunting and assessed the educational needs of mothers with young children. Based on the findings, a culturally and contextually adapted leaflet was developed, containing essential information about stunting, its early signs, the importance of PMT, and practical, nutritious recipes made from locally available ingredients. To expand accessibility, the leaflet also included a QR code linked to a digital e-book featuring 54 variations of PMT menus. The educational materials were distributed through door-to-door visits, accompanied by the direct provision of supplementary food, enabling immediate practice of the knowledge shared. Post-intervention results showed a significant improvement in maternal understanding of stunting and nutrition, as well as positive feedback regarding the clarity, relevance, and usefulness of the leaflet. The culturally tailored approach and integration of digital resources further enhanced engagement and knowledge retention. In conclusion, the PMT leaflet proved to be an effective, practical, low-cost, and replicable educational intervention to support community-based stunting prevention efforts in Jurang Village. This approach offers a promising model for similar rural areas facing high stunting rates across Indonesia.

The use of pesticides in the agricultural sector results in contamination of foodstuffs by pesticide residues, thus becoming a source of exposure to the body and resulting in health problems. The purpose of this study was to analyse the health risks due to the consumption of foodstuffs containing organophosphate residues in farmers. The design of this study was cross-sectional, employing the Environmental Health Risk Assessment (EHRA). The study population was farmers in the North Dempo District of Pagar Alam. A total of 117 farmers were sampled randomly. Environmental samples consisted of five red chilies and five tomatoes, which were selected purposively. Organophosphate residues were quantified using liquid Chromatography Tandem Mass Spectrometry. Body weight was measured using calibrated body scales. Activity pattern data were collected through interviews using a questionnaire. Data analysis was conducted using the  EHRA formulas. The results demonstrated the presence of Chlorpyriphos in red chillies  at a concentration of 3,05 mg/kg, while Profenofos was found at 0.0731 mg/kg and 0.0118 mg/kg.  The presence of Chlorpyriphos in tomatoes samples at a concentration of 0.4439 mg/kg, while Profenofos was found at 0.0112 mg/kg and 0.2043 mg/kg. The risk quotient  for consumption of red chillies containing Chlorpyriphos was found to be 0.0447, while that for Profenofos was 0.2476. The risk quotient for consumption of tomatoes containing Chlorpyriphos was found to be 0.0302, while that for Profenofos was 2.92. It can be concluded that respondents were at non-carcinogenic health risk due to consumption of tomatoes containing Profenofos.

The community service program entitled Bunga Rampai Desain represents the contribution of the Visual Communication Design Study Program at STEKOM University in promoting public literacy on art and design as educational, social, and cultural mediums. Held at Tan Art Space Gallery in Semarang, the program integrated an exhibition of visual works such as posters, installations, photography, and graphic design with interactive workshops and open discussions. The implementation involved students, academics, artists, and local communities to create a participatory and collaborative ecosystem. Evaluation results indicate a significant increase in public appreciation of visual arts, as well as the emergence of interdisciplinary engagement. Students gained direct experience in curating, event management, and public visual communication. These findings affirm that visual-based approaches can serve as effective strategies in community engagement programs, particularly in fostering critical awareness and sustaining creative dialogue. The program provides a model for future replication and development of similar initiatives

Sistem ini dirancang untuk mengatasi berbagai masalah yang dihadapi oleh toko, seperti keterbatasan akses penjualan yang mengharuskan pelanggan untuk datang langsung ke toko, serta persaingan yang semakin ketat dengan toko-toko online lainnya. Selain itu, pengelolaan stok yang masih dilakukan secara manual juga menjadi tantangan utama. Dengan adanya sistem informasi penjualan berbasis web, diharapkan dapat mempermudah proses transaksi, meningkatkan efisiensi pengelolaan data penjualan, serta memperluas jangkauan pasar toko melalui platform online. Fitur-fitur yang dikembangkan dalam sistem ini meliputi manajemen produk, proses pembelian, manajemen pesanan, serta pembuatan laporan penjualan yang dapat diakses dengan mudah oleh admin dan pelanggan. Hasil pengujian sistem menunjukkan bahwa penerapan sistem ini dapat meningkatkan kinerja operasional dan mendukung pemasaran produk dengan lebih efektif. Namun, masih terdapat beberapa aspek yang perlu perbaikan, terutama dalam tampilan dan fungsionalitas sistem agar lebih menarik dan memenuhi kebutuhan pengguna secara optimal.

The increasing sophistication of cyber threats has outpaced the capabilities of traditional detection and response systems, necessitating the adoption of advanced machine learning architectures. This study investigates the application of Transformer-based models in cybersecurity, focusing on their ability to enhance threat detection and response. Leveraging publicly available datasets, including CICIDS 2017 and UNSW-NB15, the research employs a systematic methodology encompassing data preprocessing, model optimization, and comparative performance evaluation. The Transformer model, tailored for cybersecurity, integrates self-attention mechanisms and positional encoding to capture complex dependencies in network traffic data. The experimental results reveal that the proposed model achieves an accuracy of 97.8%, outperforming conventional methods such as Random Forest (92.3%) and deep learning approaches like CNN (94.1%) and LSTM (95.6%). Additionally, the Transformer demonstrates high detection rates across diverse attack types, with rates exceeding 98% for Denial of Service and Brute Force attacks. Attention heatmaps provide valuable insights into feature importance, enhancing the interpretability of the model’s decisions. Scalability tests confirm the model’s ability to handle large datasets efficiently, positioning it as a robust solution for dynamic cybersecurity environments. This research contributes to the field by demonstrating the feasibility and advantages of employing Transformer architectures for complex threat detection tasks. The findings have significant implications for developing scalable, interpretable, and adaptive cybersecurity systems. Future studies should explore lightweight Transformer variants and evaluate the model in operational environments to address practical deployment challenges.

In today's digital era, Learning Management Systems (LMS) play a crucial role in education. Despite the availability of numerous LMS platforms, challenges in designing effective and efficient systems persist, particularly in integrating comprehensive frameworks like the Zachman Framework. This study aims to explore the application of the Zachman Framework in LMS design to enhance system effectiveness and user satisfaction. The research employs a mixed-methods approach, combining qualitative and quantitative methods. Data is collected through a survey involving 100 respondents, including instructors, LMS developers, and students. The study analyzes qualitative data using thematic analysis and quantitative data through descriptive statistical techniques. The findings reveal that 85% of respondents believe that applying the Zachman Framework in LMS design significantly improves system effectiveness. Additionally, the average user satisfaction score for LMS designed using this framework is 4.2 on a 5-point scale, indicating a high level of satisfaction. This research concludes that implementing the Zachman Framework not only aids in identifying user needs and designing essential system functions but also ensures that all elements are well-integrated. These findings provide valuable insights for LMS developers and educational institutions in creating more effective and responsive systems that meet user needs..

In carrying out television broadcast production, the activity organizer has a very important role. Good cooperation between personnel in this system is very necessary to achieve the desired broadcast production. The implementation of television broadcast production has a production working group. The production work group is a work unit that will handle production work together until the production is declared ready for broadcast. The work groups in television broadcasting include: Production/Broadcast Work Unit, Public Facilities Work Unit, Technical Operator Work Unit, Technician Work Unit.

Hemoglobin and hematocrit are important parameters in assessing anemia and other blood diseases. Hemoglobin transports oxygen from the lungs to the rest of the body, while hematocrit reflects the density of red blood cells in the blood. This community service activity was carried out at Kalam Kudus II High School, Duri Kosambi Village, Jakarta, involving 68 men and women of productive age. Screening activities are carried out by measuring hemoglobin and hematocrit levels using the For-A brand Point Of Care Testing (POCT) tool. The majority of respondents had normal hemoglobin levels (68.9%), while a small percentage experienced mild anemia (21.6%) and moderate anemia (9.5%). The average hemoglobin level was 13.28 g/dL and hematocrit 38.66%. The 18-35 year age group has the highest hemoglobin and hematocrit levels, while the 51-64 year age group has the lowest. Lifestyle factors, nutrition, genetics, and chronic medical conditions influence hemoglobin and hematocrit levels. Regular monitoring is important in detecting and managing anemia and improving public health.
 
 

This study focuses on the design and implementation of interactive multimedia in Information and Communication Technology (ICT) subjects by applying the Exploratory Tutorial method. Along with technological advances and the need for more interesting learning methods, interactive multimedia is considered to be able to improve the understanding of ICT concepts more efficiently. The Exploratory Tutorial method was chosen because of its ability to provide an in-depth learning experience through an exploration approach and structured tutorials. This study includes design stages that include needs analysis, content design, and development of interactive multimedia applications, followed by an implementation stage that includes testing and evaluating the effectiveness of the application in improving student understanding. The findings of this study indicate that interactive multimedia built using the Exploratory Tutorial method can improve student engagement and understanding of ICT subjects, as well as provide useful feedback for the development of teaching materials in the future.

The influence of service quality on customer satisfaction is very large. Criticism and suggestions from customers are a must for researchers because they can measure customer satisfaction. The higher the positive response and rating, the ideally it is a sign that customers are satisfied with the service they receive. Quantitative research methods are defined as part of a series of systematic investigations of phenomena by collecting data to then be measured using mathematical or computational statistical techniques. Meanwhile, quantitative relies on questionnaires as a technique for obtaining research data. The questionnaire will be distributed by the researcher to a group of people who are considered capable of representing the problem and can answer the research questions. 1. With the large number of patients undergoing examinations at the Ngaliyan Community Health Center, it is necessary to add more seating to the waiting room so that patients can be more comfortable. 2. Arrange the registration waiting room and medicine collection waiting room so that they can be separated. In the long term, additional space is needed. 3. It is necessary to improve the service process for patients so that the process is faster and more timely.