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Digital transformation in the public sector encourages civil servants to utilize technology not only for administrative purposes but also to improve efficiency, accuracy, and work performance. This study examines the influence of Intelligent Learning-Based Training and Digital Training Components on the Digital Productivity of civil servants at the Bureau of Economic Affairs of the Regional Secretariat of Lampung Province, with Adaptive Competence serving as a mediating variable. A quantitative approach with a non-experimental survey design was applied, and data were collected through structured questionnaires distributed to employees engaged in digital-based work activities. The data were analyzed using structural model testing procedures. The findings reveal that Intelligent Learning-Based Training does not significantly influence Adaptive Competence or Digital Productivity. Conversely, Digital Training Components positively and significantly affect both Adaptive Competence and Digital Productivity. Adaptive Competence also has a positive impact on Digital Productivity and mediates the relationship between Digital Training Components and Digital Productivity. However, Adaptive Competence does not mediate the relationship between Intelligent Learning-Based Training and Digital Productivity. These results indicate that civil servants’ digital productivity is more effectively improved through practical, relevant, accessible, and well-evaluated digital training programs than through intelligent learning systems alone. Therefore, public institutions are encouraged to develop digital training initiatives that align with employees’ daily work demands while strengthening their adaptive competence in responding to technological changes.

This research aims to classify students’ lifestyles using the K-Nearest Neighbors (KNN) algorithm. The dataset consists of 392 high school students obtained from Kaggle, with key attributes including study hours, social media usage, Netflix viewing duration, attendance, sleep quality, internet quality, mental health, and extracurricular activities. KNN was chosen for its simplicity in distance-based classification, measured using Euclidean Distance. The data was divided into training and testing sets, then evaluated using accuracy and a confusion matrix. The results show that KNN effectively classifies students’ lifestyles into four categories: healthy, less active, at risk, and highly at risk. This classification is expected to assist educational institutions, parents, and students in understanding lifestyle patterns and their impact on academic performance and mental well-being. Furthermore, this study emphasizes the relevance of applying machine learning in education, aligned with Islamic values concerning health, discipline, and the optimal use of time.

This study aims to (1) describe the development process of the Smart Box I Obey the Rules media; (2) describe the validity of the Smart Box I Obey the Rules media; and (3) describe student responses to the Smart Box I Obey the Rules media. This study uses the ADDIE (Analyze, Design, Development, Implementation, and Evaluation) model. This research was conducted at the UPT SD Negeri 253 Gresik during the odd semester. The subjects were 25 students, 10 boys and 15 girls. Data collection techniques used included interviews, media expert validation questionnaires, material validation questionnaires, and student response questionnaires. The results of the study indicate that the Smart Box media I Obey the Rules achieved a validation result of 96,25% from media experts, categorized as very valid, a validation result of 98,75% from material experts, and a student response result of 96,8%, categorized as very good. Based on these results, the Smart Box learning media I Obey the Rules is declared valid and pravtical, making it suitable for use as a learning medium for Pancasila Rducation for first-grade elementary school students.

Dance instruction in schools still does not fully support students' ability to understand techniques and movement sequences independently. In the "Semarang Rumah Kita" dance material in grade VIII of SMP N 7 Semarang, the learning process tends to rely on classical methods guided by printed books. This condition indicates the need to develop more varied, interesting, and effective learning media. This study aims to develop and test the feasibility and effectiveness of the "Semarang Rumah Kita" dance video tutorial as a learning medium. The method used is Research and Development (R&D) which includes the stages of needs analysis, product planning, revision, and field trials. The research subjects were grade VIII students of SMP N 7 Semarang. Data were obtained through interviews, observations, validation questionnaires from material experts and media experts, and assessment of student practice. The data were analyzed using quantitative and qualitative descriptive approaches. The results of the study indicate that the developed video tutorial meets the criteria of very feasible and has been proven effective in increasing movement accuracy, cohesiveness, and student self-confidence. These findings are an innovative alternative to support dance learning and improve the quality of dance education in schools.

This study aims to examine the effectiveness of interactive board game learning media in improving Arabic writing skills among fifth-grade students at MI Islamiyah 02 Madiun. The research employs a quantitative approach using a quasi-experimental design involving an experimental group and a control group with a total sample of 47 students. Data were collected through pretest and posttest instruments and analyzed using the Mann–Whitney U test with the assistance of SPSS software. The findings reveal a statistically significant difference between the experimental and control groups, with a significance value of 0.000 (<0.05). Students in the experimental group demonstrated higher improvement in writing skills compared to those in the control group. The use of interactive board game media enhances student motivation, engagement, and participation in learning activities. This study implies that game-based learning media can serve as an effective alternative for improving Arabic writing skills at the elementary school level.

The rapid growth of short-video-based social media platforms, particularly TikTok, has significantly influenced students learning behavior and productivity. This study aims to analyze the relationship between TikTok usage and students learning productivity. A qualitative literature review method was employed by examining relevant national and international scholarly articles published between 2021 and 2026. The data were analyzed using thematic synthesis to identify consistent patterns and key factors shaping learning productivity in the context of TikTok usage. The findings reveal a consistent pattern indicating that TikTok usage exerts an ambivalent impact on students learning productivity. Excessive and entertainment oriented use is associated with decreased concentration, increased academic procrastination, and poor time management. In contrast, purposeful use of TikTok through educational content and microlearning formats contributes to higher learning motivation, academic engagement, and creativity. These effects are strongly influenced by usage objectives, duration of consumption, and students self regulation abilities. This study concludes that TikTok is not a single determinant of learning productivity but functions as an amplifier of students learning behaviors. The findings contribute to the literature on social media and education by providing a conceptual foundation for developing digital literacy and time management strategies in higher education.

Learning motivation is very important for students’ academic success, especially at the senior high school level. At SMA Negeri 3 Tana Toraja, there are still problems that cause low student motivation. These problems include lack of interest in learning, low self-confidence, and the use of technology mostly for entertainment purposes. This study aims to identify ways to improve students’ learning motivation through technology-based group guidance services. The research uses a library study method by collecting and analyzing scientific sources such as books and previous research journals. The results show that learning motivation is influenced by both internal and external factors. Internal factors include self-efficacy, while external factors include the fulfillment of needs for autonomy, competence, and social relatedness. Technology-based group guidance services can be an effective alternative because they combine social interaction with digital media that are familiar to students. Through discussions, sharing experiences, and the use of digital platforms, students become more active, open, and motivated in learning. Guidance and counseling teachers play an important role as facilitators in creating a supportive group dynamic. They provide positive reinforcement and help students develop self-confidence. Healthy group dynamics encourage supportive interactions, which in turn enhance students’ intrinsic motivation. Therefore, the integration of group guidance services and technology can be an effective strategy to improve students’ learning motivation and support optimal learning outcomes.

The internship program of Universitas Mayjen Sungkono in Begaganlimo Village introduced a training initiative focused on the Development of an Adaptive Learning Platform Based on D-PACK as an effort to enhance the quality of digital learning in Begaganlimo elementary schools. This training was designed to assist teachers in strengthening their ability to design and utilize interactive learning media supported by artificial intelligence (AI). Through this socialization activity, teachers were not only introduced to the use of adaptive technology but also guided to apply it in teaching practices so that the learning process becomes more effective, easier to understand, and more engaging for students. In addition, the socialization activities provided a deeper understanding of how technology can be used and integrated into teaching. Teachers not only learned to operate AI-based applications or devices, but they also gained insight into the pedagogical principles within the DPACK framework, which ensures that technology is applied appropriately. As a result, learning is expected to become easier to understand, more engaging, and capable of increasing students’ participation and motivation in the classroom.

Pantun, as a form of traditional oral literature, plays a crucial role in the development of regional literature learning and character education. This study aims to analyze the application of pantun as a learning medium capable of revitalizing students' character values ​​in the modern era. The study was conducted through a literature review of several relevant scientific articles, including those by Purnama et al. (2023), Andayani (2024), Yoga (2024), and Rozani (2025), all of which discuss the relationship between pantun, learning, and character development. The analysis shows that pantun contains character values ​​such as religiosity, honesty, responsibility, courtesy, hard work, and love of country. Through pantun reciprocal activities, the creation of thematic pantun, and the integration of pantun into a local wisdom-based curriculum, regional literature learning can be an effective means of developing polite, creative, and cultured personalities. The application of pantun in the classroom not only strengthens appreciation for regional literature but also serves as a concrete strategy for revitalizing national character. Thus, pantun is no longer merely a legacy of oral tradition, but rather an instrument for moral and cultural education relevant to the needs of 21st-century education.    

English learning at the elementary school level plays an important role in developing students’ early language competence, particularly in listening skills as the foundation for other language abilities. However, many learning processes still rely on conventional teaching methods that do not fully accommodate the developmental characteristics of young learners, resulting in limited engagement and listening comprehension. Therefore, this study aims to analyze the role of storytelling in improving English listening skills among elementary school students and to identify effective implementation strategies in classroom learning. This research employs a library research method by reviewing and analyzing various relevant literature sources, including books, scientific journals, and previous research findings related to storytelling in English language learning. The analysis shows that storytelling contributes significantly to improving students’ listening comprehension, vocabulary acquisition, attention, and learning motivation. Through structured narratives, expressive delivery, and the support of visual media, storytelling creates a contextual and meaningful learning environment that helps students understand spoken English more effectively. The findings also indicate that the effectiveness of storytelling is closely related to the developmental characteristics of elementary school students who learn better through concrete, imaginative, and engaging experiences. Furthermore, the implementation of storytelling through systematic stages pre-listening, while-listening, and post-listening can enhance students participation and comprehension during the learning process. In conclusion, storytelling can be considered an effective instructional strategy for improving English listening skills among elementary school students while also supporting vocabulary development and creating an engaging learning atmosphere.

The rapid development of digital technology has significantly influenced the formation of religious values among students at the elementary education level, including those in Islamic primary schools. Students are no longer limited to learning religious values from formal education and family environments, but are also exposed to diverse and sometimes conflicting values through digital media. This study aims to examine in depth how students negotiate religious values between the school environment and digital media exposure at MI Al Hasanah. This research employs a qualitative method with a case study approach. Data collection techniques include observation, in-depth interviews, and documentation. The participants consist of three students and one Islamic Religious Education (PAI) teacher selected purposively. Data validity is ensured through source triangulation and method triangulation techniques. The results of the study indicate that students possess a basic understanding of religious values through structured learning and habituation activities at school. However, the implementation of these values is not always consistent, especially outside the school environment. Students actively engage in a process of negotiating values when encountering digital content that differs from religious teachings, often balancing between personal interests and normative expectations. The study concludes that the formation of religious values is dynamic and influenced by both internal awareness and external digital exposure, highlighting the need for a more contextual and adaptive approach in Islamic education.

The increasingly sophisticated development of technology in the current digital era has had a significant impact on various aspects of life, particularly in education. The integration of digital technology has become essential to improving the quality of education and adapting teaching methods to contemporary advancements. This study aims to explore the perceptions of sixth-grade students regarding the use of digital media in Islamic Religious Education (IRE) subjects at Gambiranom State Elementary School. A qualitative approach was employed, utilizing interviews and questionnaires to collect data from both students and IRE teachers. The results revealed that most students shared a common view, stating that the use of digital media in IRE made lessons more engaging, interactive, and easier to understand. Digital media’s potential to enhance the learning experience was widely acknowledged. However, the study also identified several challenges, including limited access to facilities and technical difficulties in effectively utilizing digital media. These findings suggest that while digital media has the potential to enrich the learning experience, addressing technical and infrastructural barriers is crucial for its successful implementation in education.

Cloud job-length prediction remains challenging when the target distribution is highly skewed and contains rare extreme values. This study proposes a log-transformed, regime-based machine learning framework for robust prediction of cloud job length, represented in million instructions (MI). The approach integrates sequential feature engineering, logarithmic target transformation, weighted learning, and regime-aware modeling to distinguish between normal and extreme job-length behavior. Using an ordered GoCJ-derived cloud job-length sequence of 1000 jobs, the dataset exhibits a heavy-tailed distribution, with a mean of 129,662 MI, a median of 93,000 MI, a 95th percentile of 525,000 MI, a 99th percentile of 900,000 MI, and a skewness of 3.695. The proposed model is evaluated against sequential baselines and stronger machine learning baselines, including Naive_Last, RollingMean_5, Global_Log_ExtraTrees, RandomForest, GradientBoosting, and MLP_Log. On the main test split, the proposed Regime_Log_ExtraTrees achieved the best RMSE of 206,255.66 and the least negative R² of −0.01062, while Global_Log_ExtraTrees remained competitive in terms of MAE, MedAE, and RMSLE. Additional walk-forward validation confirms that the regime-aware model consistently achieves the best mean RMSE and mean R² across temporal folds. Ablation results further show that regime-aware learning is the primary contributor to robustness, although accurate prediction of extreme jobs remains challenging. These findings indicate that log-transformed, regime-based learning provides a practical and more robust strategy for cloud job-length prediction under heavy-tailed workload conditions.

The importance of education as a foundation for developing an intelligent and qualified generation, with an emphasis on Islamic religious education as a tool for shaping students' character and morals. Islamic religious education, particularly in the study of faith and morals, emphasizes ethical values ​​such as caring and honesty. With the challenges in education becoming increasingly complex, one example is that many educators are unable to utilize learning media in today's advanced technology. One proposed solution is the use of the digital platform Kahoot, which has been proven to attract student interest in learning faith and morals, overcoming the boredom often encountered with traditional methods, such as lectures. It is emphasized that schools need adequate facilities and strategies for using gadgets to enhance students' learning experiences.The quantitative method used in this study is a pre-experimental study. In this study, the researcher used the one-group pretest and posttest design model. Based on the research results, there was a pretest score with a mean of 93.46, a median of 95, and a mode of 95. The posttest score had a mean of 84.62, a median of 90, and a mode of 100. The sig. (2-tailed) table showed 0.002 with a research alpha of 5% or 0.005. It can be concluded that there is no effect because 0.002 < 0.005. Therefore, H1 is rejected. Therefore, there is no effect of using the Kahoot application on the subject of faith and morals on improving student learning outcomes at MAS Tarbiyah Islamiyah.

This study explores the dynamics of children’s character formation within Christian families in the digital era from the perspective of church parents. Employing a descriptive light mixed-methods design, the study integrates survey data and semi-structured interviews to obtain both quantitative and qualitative insights. The findings indicate that digital media has become an integral and unavoidable part of family life, making children’s character formation highly dependent on parental guidance, reflective communication, and consistent faith-based education at home. Parents face various challenges related to time constraints, limited digital literacy, and the increasing exposure of children to external values that may not align with Christian teachings. At the same time, many parents actively utilize technology as a supportive and accessible tool for spiritual learning and moral development. The study concludes that character formation is shaped not merely by technology itself but more significantly by the quality of family relationships and parental role modeling grounded in Christian values. Therefore, the findings recommend strengthening faith-based digital literacy among parents and enhancing church–family collaboration to foster more holistic, balanced, and sustainable character development in children.

The rapid development of digital technology has significantly transformed social interaction and learning processes in rural communities. Uncontrolled smartphone usage has led to low digital literacy and heightened risks of social media misuse among children and adolescents. This community service program, through the Community Service Program (KKN), aimed to improve digital literacy and establish a Learning Center (Pondok Belajar) as an educational space within the village. The methods included observation, socialization, digital literacy training, and academic mentoring for children. The results demonstrated an increase in community awareness regarding the responsible use of smartphones and enhanced learning motivation among children through the Learning Center activities. This program illustrates that the synergy between digital education and learning support can be a concrete step toward building a smart and competitive village in the digital era. The initiative highlights the importance of combining technology education with community-based programs to foster a more informed and empowered population in rural areas.

This research is motivated by the urgency of effective Islamic Education Management (MPI) as a prerequisite for enhancing the role of Islamic Education (PAI) teachers in shaping students’ religious character amid the challenges of digitalization and institutional coordination constraints. The purpose of this study is to analyze the implementation of MPI experienced by PAI teachers, the interaction among stakeholders, and the teachers’ perceptions of its effectiveness at PKPPS Minhajurrosyidin, East Jakarta. Using a descriptive qualitative method with a case study and phenomenological approach, data were collected through triangulation (interviews, observations, and document studies) and analyzed using the Miles and Huberman interactive model. The findings indicate that MPI is an essential structural mediating variable. The optimization of MPI—particularly in terms of digital facility support and professional training—significantly enhances the effectiveness of PAI teachers as Uswah Hasanah and as facilitators of adaptive and scientific learning. However, the main obstacle lies in the lack of horizontal coordination among teachers in holistically integrating Values-Based Education. The implications of this study emphasize the need for formal managerial policies to ensure collective responsibility in character formation.

This study aims to develop a storytelling-based learning media in the form of a YouTube video to support students’ understanding of narrative text based on their learning needs. This study employed a Research and Development (R&D) design using the ADDIE model, focusing on the stages of analysis and development. The data were collected through a questionnaire as part of the needs analysis to identify students’ responses toward listening and repetition activities, as well as the difficulties they face in understanding narrative texts. The results show that students generally respond positively to listening and repetition. However, they still experience difficulties in understanding the storyline and vocabulary. The findings also indicate that students need learning support in the form of audio, visual elements, and vocabulary assistance. Based on these findings, a learning product was developed in the form of a YouTube-based digital storytelling video entitled “Learn Narrative Text Through Fun Storytelling (Listen, Repeat & Retell)”. The video integrates storytelling, repetition, vocabulary explanation, and speaking practice to support students’ comprehension. Due to time limitations, this study was limited to the development of a prototype and has not yet included expert validation. Therefore, future research is recommended to conduct validation to evaluate the feasibility and effectiveness of the developed product.

This study aims to examine the forms and functions of representative speech acts in educational-themed video podcasts published on the Kampus Merdeka YouTube channel. This research is grounded in the phenomenon of social media, particularly YouTube, as a means of interactive, participatory communication and learning. In this context, the language used is key to conveying information authentically and responsibly. This study uses a qualitative descriptive method, with data collected through listening and note-taking. The research data consists of utterances containing representative speech acts, such as explaining, stating, informing, mentioning, acknowledging, giving examples, and speculating. Analysis was carried out using the matching method to identify the meaning and function of the utterances based on their context. The results show that representative speech acts play an important role in conveying information and views objectively, as well as strengthening the credibility of the source in the educational context. Through representative speech acts, the message conveyed becomes clearer, more convincing, and more relevant to the topic of discussion. These findings are expected to contribute to the development of effective communication strategies in educational digital media and serve as a reference for educational content creators in the digital era

The digital era demands a fundamental transformation in the role of early childhood educators, shifting from passive technology consumers to active architects of digital literacy. However, the dominance of technocentric views often acts as a substantial psychological and pedagogical barrier for teachers in regional areas. This collaborative community service project aims to reconstruct the paradigm of 50 kindergarten teachers in Bulukumba Regency by integrating "unplugged coding" logic and deep learning into play-based learning. Utilizing a Product-Based Intensive Training method with a "Logic over Laptop" strategy, the program focused on deconstructing technology-related stigmas and reconstructing teachers' ability to transform abstract concepts into safe, concrete media for children. Data analysis revealed a significant shift in teacher paradigms; while the majority were initially in the "less successful" category, 100% of participants reached positive categories (successful and very successful) post-intervention. Statistically, the program's effectiveness was evidenced by a dramatic increase in mean scores from 18.04 to 31.24 (p < 0.05) and an N-Gain score of 0.778, classified as highly effective. Furthermore, the partner satisfaction index reached 4.82 (very satisfied), confirming that the tri-campus collaboration model (STAI Al-Gazali, UNM, and Unismuh) is highly relevant to the implementation of the Merdeka Belajar curriculum. This project concludes that strengthening digital literacy through non-digital algorithmic reasoning effectively dismantles technical barriers for teachers while ensuring the safety of child development in the digital age.