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The advancement of digital technology has made computer literacy and language comprehension increasingly important. Playing games has become a daily habit for young children. Scratch is an innovative and child-friendly platform. This community service program aims to introduce basic programming concepts to sixth-grade students of Bulupasar Elementary School, Kediri, using the Scratch platform. This program adopts the Direct Instruction method, also known as hands-on learning. This one-day session involved 43 students who underwent a structured process consisting of a pre-test, material delivery, hands-on practice, such as using code blocks, introducing sprites, and creating a simple game, which was explained clearly and structured. During the project implementation phase, each student successfully created a simple animation project with the theme "Catch the Apple" and then conducted practical exercises to try it out on their own with direct guidance. This community service activity was successful, according to the analysis of the pre-test and post-test results. The resources used to create the simple game showed positive results and confirmed the importance of introducing children to the digital world from an early age. Qualitative evaluations revealed positive responses from all participants. Student comments reflected high enthusiasm for learning to code, with the majority expressing a desire to continue exploring Scratch independently. Several students expressed interest in creating future projects, suggesting the program has potential for implementation in other schools to encourage early introduction to programming and help prepare them for the future in an era of ever-evolving technology.

The advancement of Artificial Intelligence (AI) presents substantial potential for improving the quality of learning in elementary education, particularly through the application of AI prompts as instructional support in lesson planning and classroom implementation. Nevertheless, many teachers at Integrated Islamic Elementary Schools (Sekolah Dasar Islam Terpadu/SDIT) experience limited AI literacy and insufficient competence in designing pedagogically appropriate and effective AI prompts. This community service program aims to enhance AI literacy and strengthen the professional competence of teachers at SDIT Lukmanul Hakim Puring, Kebumen, in utilizing AI prompts to support instructional design, teaching materials development, and learning assessment. The program employed participatory methods, including socialization sessions, hands-on training, guided practice, and continuous mentoring. The results demonstrate a measurable improvement in teachers’ understanding and practical skills in constructing AI prompts aligned with pedagogical objectives. Furthermore, the integration of AI prompts contributes to increased instructional efficiency and pedagogical creativity. This program is expected to provide a sustainable model for supporting digital transformation in elementary school education.

The training on computer network cabling serves not only to enhance students’ technical abilities but also to cultivate social values, collaborative behavior, and digital awareness within the school environment. The outreach activity conducted by students of Universitas Victory Sorong at SMA 2 Kabupaten Sorong aimed to strengthen students’ digital competence through the introduction of network devices and hands-on practice in creating LAN cables. The results indicate that this training effectively increased students’ understanding of computer network components, improved their practical skills in LAN cable assembly, and fostered cooperation and responsibility during group activities. From the perspective of Sociology of Education, the program contributed to the development of social capital by encouraging peer interaction, collaborative learning, and a deeper awareness of the role of technology in social life. This activity also addressed existing problems such as limited knowledge of network systems, lack of practical experience, and insufficient technology education in schools. Overall, the training led to improved technical comprehension, active participation, and enhanced social character formation. Therefore, computer network cabling training plays a significant role in promoting both digital literacy and social development among students in accordance with the principles of educational sociology.

This study examines the integration of social activities and leadership values in shaping the character of students by the PIJAR Semarang Community as a form of community-based non-formal education. The background of this study stems from the increasing problems with student character, such as low empathy, responsibility, and self-confidence, as well as the increasing cases of violence and bullying in the educational environment. These conditions indicate that formal education has not been fully able to address the challenges of shaping student character. This study uses a qualitative approach with descriptive methods. The research was conducted at the PIJAR Semarang Community by involving community managers, volunteers, and students as research subjects. Data were collected through in-depth interviews, observation of activities, and documentation to obtain a comprehensive understanding of the character-building process. The results of the study show that the PIJAR Semarang Community integrates social activities and leadership values through academic and non-academic learning programs that are designed to be contextual and participatory. Social activities such as play-based learning, social action, field trips, art performances, and leadership training are the main media for instilling character values. The character values developed include responsibility, cooperation, empathy, discipline, and self-confidence. Leadership values are instilled through habit formation, volunteer role models, providing opportunities for participation, and the active involvement of students in every activity. This study also found several obstacles in the form of differences in student character, limited resources, and low self-confidence among some students in leadership. To overcome these obstacles, the PIJAR Semarang Community implemented intensive mentoring, motivation building, and adjustments to activities to make them more inclusive. Overall, this study confirms that the integration of social activities and leadership values in community-based non-formal education plays an important role in the holistic and sustainable character building of students.

This research is motivated by the high rate of inability to read the Quran in Indonesia and the urgency of providing appropriate learning stimuli during the golden period of child development. The Al-Husna method was chosen because it emphasizes the principles of simplicity, ease, and tartil, which are considered relevant to the characteristics of early childhood. This study aims to assess the effectiveness of the application of the Al-Husna method in Quran learning at PAUD Tahfidzul Qur'an Yurefi Kendari using the Goal-Oriented Evaluation Model. The research method used is descriptive qualitative, with data collection techniques including observation, interviews, and documentation studies. The evaluation results show that the application of the Al-Husna method has met the learning objectives that have been set at PAUD Tahfidzul Qur'an Yurefi. These achievements include improving students' abilities in recognizing and pronouncing hijaiyah letters with the support of visual codes, mastery of syllables of hijaiyah letters, and understanding the punctuation system using standards according to Rasm Uthmani, achieving efficiency in the use of time and materials in the learning process, and creating a fun, active, and participatory learning environment for children. The identified challenges primarily relate to the need for educators to have a comprehensive understanding of the Al-Husna method. However, schools can address these challenges by implementing ongoing training and mentoring programs. Overall, the findings of this study indicate that the Al-Husna method is effective in building a foundation of basic Quranic reading skills and understanding in early childhood, using a child-friendly and meaningful approach. Therefore, this method can be used as a strategic alternative for teaching Quranic reading and understanding in educational institutions.

In the Independent Curriculum implemented in schools starting the 2024/2025 academic year, there are Learning Outcomes (CP) that read "Students are able to modify/deconstruct literary works for creative economic purposes" and "Students are able to translate one text into another for creative economic purposes". In reality, in schools, there are still few teachers who connect literary works with economic issues, many teachers are still unfamiliar with the concept of translation, not many teachers have participated in translation training, and there is no guidebook for translating literary texts into non-literary texts or vice versa. This also applies to high school Indonesian Language teachers in Rembang Regency. Combining these two Learning Outcomes and connecting them to conditions in society, this community service conducted training on translating literary works into advertising texts for high school Indonesian Language teachers in Rembang Regency. The training was carried out with the first stage providing material on translation and advertising and the second stage providing mentoring to teachers to practice translating literary works into advertising.

The global ecological crisis indicates that technical methods and regulations alone are insufficient to change human behavior related to the environment, thus requiring approaches that touch on moral and spiritual aspects. This study aims to design and examine spiritual-ecological education as an alternative approach in building sustainable environmental awareness. This research uses a qualitative method based on literature study using Miles and Huberman's analysis through summarization, exposition, and data conclusion drawing. The results of the study show that spiritual-ecological education has three important outcomes, namely: (1) the integration of the values of monotheism, khalifah, and ecological trust creates a solid environmental ethical framework; (2) the methods of ecosufism and scientia sacra deepen students' affective and reflective understanding of the relationship between humans and nature; and (3) contextual learning methods such as eco-pesantren and environmental programs may connect spiritual values with real ecological activities. This study contributes scientifically by developing a theoretical basis for spiritual-ecological education that combines theological, philosophical, and pedagogical aspects of environmental education. These results imply the importance of developing lesson plans and teacher training that place spirituality as the basis of ecological understanding, with the caveat that drawing general conclusions from the study results requires further empirical testing.

Storytelling has been widely recognized as an effective method for teaching English to young learners because it presents language in meaningful and engaging contexts. This study aims to explore the implementation of storytelling in teaching English to primary school students and to examine the perceived benefits and challenges from the teacher’s perspective. The study employed a qualitative descriptive research design involving one English teacher who taught Grade 6 students at SDN 261 Pinrang. The participant was selected through purposive sampling due to her experience in applying storytelling activities in English instruction at the lower primary level. Data were collected through a semi-structured interview and documentation, including lesson plans and teaching materials related to storytelling used in the classroom. The data were analyzed using descriptive qualitative analysis by identifying recurring themes related to classroom implementation, student responses, perceived benefits, and instructional challenges. The findings reveal that storytelling was mainly implemented in listening and speaking activities using simple and familiar stories, visual aids, and follow-up tasks such as comprehension questions and story retelling. According to the teacher, storytelling contributed positively to students’ listening skills, vocabulary acquisition, motivation, and confidence in using English. Students showed higher levels of attention, engagement, and willingness to participate during storytelling sessions compared to traditional teaching methods. However, several challenges were also identified, including difficulty in selecting age-appropriate and culturally relevant stories, limited instructional time, large class size, and the teacher’s need for further training in designing effective storytelling activities. Despite these challenges, the study concludes that storytelling can create a positive and supportive learning environment when it is carefully planned and supported by adequate teacher preparation. The findings highlight the importance of instructional support to maximize the effectiveness of storytelling in primary EFL classrooms.

The rapid development of information technology requires improved digital literacy and basic technological skills beginning at the secondary education level. One important competency that needs to be introduced to students is an understanding of computer networks, particularly Local Area Networks (LAN), along with the development of communication and public speaking skills as essential soft skills. This activity aimed to increase the interest and understanding of students at SMP Negeri 6 Sorong City regarding information technology through LAN network education integrated with public speaking training. The activity was implemented using an experiential learning approach combined with student-centered learning, which emphasized active student participation through material presentations, demonstrations, hands-on network cabling practice, and interactive discussions. The program was conducted in three main stages: preparation, implementation, and closing evaluation. The results indicated that students were able to follow all learning activities effectively and demonstrated strong enthusiasm in understanding basic LAN network concepts and cabling techniques. Additionally, students showed increased confidence in expressing ideas and actively participating in discussions. The integration of technical training and soft skill development created a more contextual, engaging, and practical learning environment. This activity also provided valuable experience for the community service team in strengthening communication abilities and applying academic knowledge in real educational settings. Overall, the practice-based LAN education program proved to be an effective approach for increasing students’ interest in information technology while simultaneously developing communication skills from an early age.

Human resource management (HRM) in education plays a strategic role in determining the quality and success of educational implementation. Educators and educational staff are the main assets of educational institutions that directly influence the quality of learning processes and outcomes. This article aims to examine the concept of educational human resource management, its scope, and the urgency of implementing effective HRM in improving educational quality. This study employs a qualitative approach using library research by reviewing relevant books, scientific journals, and educational regulations related to human resource management and education. The results indicate that the scope of educational HRM includes human resource planning, recruitment and selection, placement and organization, training and development, performance appraisal, compensation and rewards, coaching and maintenance, as well as termination and retirement. The implementation of professional, systematic, and sustainable educational HRM contributes significantly to improving the professionalism of educational personnel, institutional effectiveness, and the achievement of educational goals. Therefore, educational human resource management is a key factor in realizing high-quality and sustainable education.

This research is framed in the topic of the application of the Yanbu'a Method in Islamic Boarding Schools. The world of education is currently faced with various changes in aspects of life in society. This is due to the rapid advancement of knowledge and technology, as well as the impact of globalization that is occurring in the world. This has an impact on religious education, especially in the teaching of the Qur'an. Not a few Qur'an teachers teach how to read the Qur'an not in accordance with the tajwid or makhorijul huruf that has been taught by the Prophet Muhammad. In addition, there is one of the most prominent obstacles in the implementation of Qur'an reading education, namely in terms of the use of Qur'an teaching methods. This is very urgent to be studied because the application of inappropriate Qur'an teaching methods can result in fatal errors in the way of reading the Qur'an. research, guided by Max Weber's qualitative approach to Verstehen theory, concluded that the obstacles encountered in implementing the Yanbu'a Method were a lack of coordination between teachers, significant differences in student abilities, low student discipline in muroja'ah (religious study), and students' busy schedules outside of Quranic study hours. Optimization of the Yanbu'a Method at Tanwirul Qulub Islamic Boarding School includes teacher training and education, grouping students based on ability, strengthening evaluation and monitoring, providing learning facilities and media, consistent lesson scheduling, and increasing student motivation.

This study discusses the implementation of the Yanbu'a Method at Pondok Pesantren Tanwirul Qulub. The education sector today faces various changes influenced by the rapid advancement of knowledge, technology, and the impact of globalization, which also affects religious education, particularly in the teaching of the Qur'an. One of the main obstacles in Qur'anic teaching is the use of methods that do not align with the tajwid or makhorijul huruf as taught by Prophet Muhammad SAW. This can lead to critical errors in reading the Qur'an. Therefore, this study aims to explore the challenges that arise in the process of teaching the Qur'an using the Yanbu'a Method at Pondok Pesantren Tanwirul Qulub, which is applied by KH. Agus Musta'in Ilyas. This research uses a qualitative approach based on Max Weber's Verstehen theory. The results show that the obstacles in implementing the Yanbu'a Method include a lack of coordination among teachers, significant differences in students' abilities, low student discipline in muroja'ah, and students' activities outside Qur'anic learning hours. To optimize the implementation of this method, it is recommended to provide teacher training and workshops, group students based on their abilities, strengthen evaluation and monitoring, establish consistent learning schedules, and increase student motivation.

The development of the digital era demands that youth possess practical and applicable information technology (IT) skills to enhance competitiveness in the workforce and entrepreneurship. However, the gap between theoretical knowledge and basic technical skills—such as computer assembly, installation, and troubleshooting—remains a real challenge among youth, particularly in community settings such as the Patitech Academy in Pati Regency. The training program was implemented using experiential learning methods and a participatory approach over three days. A total of 25 participants engaged in a series of activities, including socialization, technical training, intensive mentoring, and evaluation. Measurement instruments included written pre- and post-tests, practical performance observation, and satisfaction questionnaires. Data analysis showed a significant improvement in participant competencies. The average post-test score increased by 40.2% compared to the pre-test, with 85% of participants demonstrating mastery in assembling computers, installing operating systems, and performing basic troubleshooting independently. The troubleshooting aspect recorded the highest increase (45%). The success of the program was supported by direct learning methods, an ideal participant-instructor ratio, and a curriculum relevant to industry needs. Hands-on training proved effective in significantly improving youth technical IT competencies. The program not only built hard skills but also increased participants' self-confidence and independence. For sustainability, it is recommended to develop advanced modules, strengthen industry networking, and establish a digital alumni forum. The findings of this study can serve as a model for developing youth empowerment programs based on digital skills in other communities.

The development of information and communication technology requires students to have digital literacy and communication skills as essential competencies for the 21st century. However, limited infrastructure and low technological literacy remain obstacles in a number of schools, including Moria High School in Sorong City. This activity aims to improve computer network technology literacy and students' speaking skills through a hands-on, practice-based training approach. The method used is qualitative with stages of observation, socialization, training, and evaluation. Computer network training includes an introduction to basic networking concepts, cabling practices, and network simulations using Cisco Packet Tracer. While speaking skills training is conducted through role-play techniques, repetition, and direct feedback. The results of the activity showed an increase in students' understanding of computer network technology, technical practical skills, and increased confidence and clarity in speaking. Evaluations showed that most participants were able to apply the material presented conceptually and practically. Thus, this activity has proven effective in improving students' computer network technology literacy and speaking skills as preparation for facing 21st-century learning and the world of work in the digital era.

This study is motivated by the increasing need for accurate modeling and classification of one-dimensional signal data in intelligent systems. The rapid development of deep learning has led to the adoption of more adaptive and complex neural network architectures capable of capturing both temporal dependencies and local patterns in sequential data. This research aims to analyze and compare the performance of several deep learning models, namely Recurrent Neural Network (RNN), Long Short-Term Memory (LSTM), Gated Recurrent Unit (GRU), and a hybrid Convolutional Neural Network–GRU (CNN–GRU) model for signal data classification. The research method employs a quantitative experimental approach involving data preprocessing, windowing, model training, and performance evaluation. Model performance is evaluated using accuracy, precision, recall, and F1-score metrics. The results indicate that the hybrid CNN–GRU model outperforms the other models, particularly in capturing local features and long-term temporal dependencies within signal data. These findings suggest that the integration of convolutional layers and recurrent mechanisms enhances feature representation and learning stability. This study is expected to contribute both theoretically and practically to the development of deep learning models for signal processing and time-series-based intelligent applications.

College represents a critical transitional period requiring high adaptation, where students often face escalating academic demands triggering psychological pressure. This study aims to deeply analyze the reciprocal relationship between sleep patterns and academic stress levels, and identify their subsequent impacts on cognitive function (concentration) and students' physical health. This study employs a qualitative method with a Systematic Literature Review approach. Data were collected through comprehensive searches of accredited national and reputable international scientific articles published within the last five years (2020–2025). Literature selection was conducted rigorously using specific keywords to screen empirical studies relevant to stress, sleep, and student health variables. Data synthesis reveals a strong and consistent negative correlation. High levels of academic stress whether stemming from the adaptation phase of new students (initiation), thesis preparation workload, or role conflicts in working students are significantly associated with decreased sleep quality. Physiologically, stress triggers increased cortisol levels causing insomnia, shortened sleep duration, and prolonged sleep latency. Subsequent impacts are proven to drastically reduce learning concentration and trigger physical health disorders, including an increased risk of primary dysmenorrhea in female students. This study concludes that academic stress and sleep disturbances form a destructive cycle that exacerbates one another. Therefore, holistic institutional interventions in the form of sleep hygiene education and stress management training are needed to break this chain for the sake of student well-being and academic performance.

Rainfall is a crucial factor in the stability of the Earth's ecosystem and has a significant impact on agriculture, forestry, energy, and water management. However, increasingly unstable climate change makes rainfall patterns difficult to predict accurately using traditional methods. The city of Medan, the capital of North Sumatra Province, has a tropical rainforest climate with an average annual rainfall of approximately ±2200 mm and an average temperature of 27°C. Significant weather fluctuations in this area can trigger flooding when rainfall increases and cause water shortages when rainfall decreases (BMKG, 2021). Therefore, a prediction approach that can manage non-linear and dynamic data is needed. Artificial Neural Networks (ANN) are one of the reliable machine learning methods for detecting data patterns. By using the backpropagation algorithm, the model can gradually reduce prediction errors, making it widely used in weather forecasting applications. In this regard, this study uses ANN with the backpropagation method to forecast monthly rainfall in Medan City by utilizing data from 2022–2024 as training and testing data.

Stock price prediction remains a complex challenge due to the dynamic and non-linear nature of financial markets, especially for banking stocks like PT Bank Negara Indonesia (Persero) Tbk (BBNI). This study aims to optimize BBNI stock price forecasting by integrating an automated Extract, Transform, Load (ETL) pipeline with the Long Short-Term Memory (LSTM) algorithm within a data engineering framework. Historical data from 2019 to 2025 were processed through a structured ETL sequence—including data cleaning, feature engineering, and MinMaxScaler normalization—to ensure high data quality. The dataset was partitioned into 80% for model training and 20% for testing to ensure rigorous evaluation. The results demonstrate that the systematic ETL approach significantly enhances model stability and predictive accuracy compared to conventional methods. The LSTM model effectively captured long-term temporal dependencies, providing reliable trend forecasts with an impressive test accuracy, achieving a Root Mean Squared Error (RMSE) of 0.0354. This research underscores that integrating robust data engineering practices with deep learning is essential for building resilient financial decision-support systems.

The competitiveness of gig workers in the digital economy era raises issues such as competency gaps with market needs and instability in the quality of gig workers' work. This study explains the influence of training, work skills, and independent learning on the performance of gig workers who participate in training programs at the Central Java Province Cooperative and SME Training Center. Therefore, this study aims to examine the influence of each variable partially and simultaneously. This study uses a quantitative approach by distributing questionnaires to the entire population or using a saturated sample of 50 gig workers participating in training at BALATKOP UKM. The data was obtained using a Likert scale questionnaire instrument compiled based on the operational definitions of the variables and analyzed using multiple linear regression analysis to test the influence of training (X2), work skills (X2), and independence (X3) on performance (Y). The results of the study show that training, job skills, and independent learning each have a positive and significant effect on gig worker performance, and simultaneously, these three variables have a 66.5% effect on performance. This synthesis of findings confirms that gig worker performance is not only determined by the quality of training programs and technical skill mastery, but also by the ability to manage the learning process independently. Therefore, the conclusion is that the development of training programs at BALATKOP UKM needs to be designed in an integrated manner to simultaneously strengthen training, work skills, and independent learning as a strategy for improving the sustainable performance of gig workers.

The training on computer network cabling conducted in schools serves not only to enhance students’ technical competencies but also functions as a strategic medium for developing collaborative attitudes, technological independence, and religious social harmony. Based on the community service activities carried out at SMA Negeri 3 Kota Sorong, the training integrated LAN cabling practice, the introduction of network devices, and guided sessions through observation, socialization, practicum, and evaluation. Throughout these stages, students gained direct experience in crimping, attaching RJ-45 connectors, testing cables with LAN testers, and simulating network configurations, which collectively strengthened their technical mastery. From the perspective of the sociology of religion, the training created a shared learning environment where students of diverse religious backgrounds collaborated equally in completing collective technical tasks. Values such as mutual respect, cooperation across differences, and social solidarity were visibly demonstrated as students helped one another in solving cabling-related challenges. Evaluation results indicate that participants became more independent in completing technical tasks and more open in communicating and interacting with peers of different beliefs. These findings emphasize that technology training can serve as a constructive medium for fostering religious social harmony and character building through practical experiences and meaningful social interaction.