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Background: The increasing complexity of industrial production systems requires machine condition monitoring solutions that are capable of operating in real time with high accuracy and responsiveness to support predictive maintenance strategies. Conventional cloud based monitoring systems often experience limitations such as high latency and dependence on stable network connectivity, which can delay decision making processes in critical industrial operations. Objective: This study aims to design and evaluate an Industrial Internet of Things (IIoT) architecture based on edge computing to improve the efficiency of industrial sensor data processing and accelerate anomaly detection in industrial machines. Method: The research adopts an experimental approach by designing a system architecture consisting of a sensor layer, edge computing layer, and cloud layer. Industrial sensors, including vibration, temperature, and current sensors, continuously collect machine operational data, which are then processed locally at the edge node using a machine learning based anomaly detection algorithm. System testing is conducted in a simulated manufacturing environment to evaluate performance based on latency, reliability, and detection accuracy. Results: The results indicate that edge based data processing significantly reduces latency compared with cloud-based processing and enables faster responses to machine condition changes. Additionally, the implemented anomaly detection algorithm achieves high accuracy in identifying abnormal sensor data patterns.

This study aims to describe teachers' strategies in developing early childhood language skills at the AS-SA'ADAH Early Childhood Education Centre. It is known that strategies are importantThis appears to be part of a larger context, likely related to educational development teachers must have ideas on how to design and implement these strategies using a descriptive qualitative approach with data collected through direct observation of learning activities, interviews, and documentation. The analysis was conducted using the Miles and Huberman model, which includes the stages of reduction, presentation, and conclusion drawing. The results of the study show that teachers develop children's language skills through storytelling, interactive conversations, singing, and the use of self-made pictures and simple teaching aids. Based on interviews, these strategies not only enrich the vocabulary of early childhood language but also encourage children to be more active in speaking and interacting with their peers and teachers. Language learning associated with educational play activities has been proven to be more interesting for children in the learning process so that it seems natural, because most children tend to get bored with monotonous learning processes. Thus, children's language skills can grow and develop optimally if a teacher is creative, patient, and communicative learning environment.

This research was conducted with the aim of analyzing and finding out about the empowerment of orphans at LAZNAS PPPA Daarul Qur'an Lampung through Islamic philanthropy-based educational funding. The approach used in this research is descriptive qualitative, using a case study method. The data collection process involved observation, interviews, and document review. Data analysis included data collection, data reduction, data presentation, and conclusion drawing, as well as data validation through triangulation. This study revealed that educational funding rooted in Islamic philanthropy at LAZNAS PPPA Daarul Qur'an Lampung includes budget revenues and expenditures with allocations prepared at the beginning of each year. The expenditure period can be tracked through the LAZNAS PPPA Daarul Qur'an Lampung online system. Distribution efforts include eliminating educational costs for orphans, providing basic necessities, distributing Mushabs for orphaned students who memorize the Qur'an, and supporting orphans. The evaluation of Islamic philanthropy-based education funding at LAZNAS PPPA Daarul Qur'an Lampung involved an analysis that showed that the role of the nadzir (manager) remains limited. All responsibilities and functions of the nadzir, particularly those of branch heads and fundraisers, are aimed at improving management. Furthermore, accountability is a factor taken into account when drafting the budget for the upcoming period.

This study aims to analyze the role and effectiveness of Islamic monetary policy in Indonesia in facing digital transformation, particularly through the instruments of Sertifikat Bank Indonesia Syariah (SBIS) and Sukuk Bank Indonesia (SukBI). The digital transformation of the national financial system demands an adaptive monetary policy that remains grounded in the principles of maqashid shariah. In the context of Islamic economics, monetary policy not only functions to regulate the money supply and maintain price stability but also ensures the realization of justice and economic welfare. This research employs a descriptive qualitative approach, using literature-based data collection from official publications of Bank Indonesia, the Financial Services Authority (OJK), and relevant academic references on Islamic monetary policy. The analysis adopts an inductive approach by examining the roles of SBIS and Sukuk BI in supporting the stability of the Islamic financial system and their alignment with maqashid shariah values such as al-‘adl (justice), al-wudhuh (transparency), and ar-rawaj (circulation of wealth). The findings indicate that digitalization has positively impacted the efficiency and transparency of Islamic monetary instruments, where SBIS plays a role in regulating the liquidity of Islamic banks in a non-usurious manner, while Sukuk BI serves as an essential instrument in maintaining national economic stability. Nevertheless, challenges remain, including the limited digital infrastructure for Islamic finance and the need to strengthen regulations to ensure that digital monetary systems remain consistent with sharia principles.

This study aims to analyze the factors determining the growth of Micro, Small, and Medium Enterprises (MSMEs) in Indonesia through a literature review approach. MSMEs make a significant contribution to the national economy, but their growth still faces various structural barriers. Based on the results of the literature review, it was found that access to capital, human resource quality, managerial capacity, innovation, digitalization, marketing strategies, and government policies are the main factors influencing MSME growth. Limited capital and low financial literacy are dominant obstacles that hinder business expansion. Furthermore, weak managerial capacity and digital competency prevent many MSMEs from optimally exploiting market opportunities. Innovation and the use of digital technology have been proven to increase efficiency and marketing reach, but the adoption rate remains low. External factors such as government regulations, simplified licensing, and support from empowerment programs also play a significant role in creating a conducive business climate. This study emphasizes that MSME development requires a comprehensive approach that integrates internal aspects of business actors and structural government support. The research results are expected to serve as a reference for academics, policymakers, and MSME actors in formulating more effective development strategies.

This study explores how the drafting process of the Bill (RUU) for the Revision of the Indonesian National Armed Forces (TNI), which was approved to become Law Number 3 of 2025, occurred amidst massive public protests, with an emphasis on violations of the principles of openness, participation, and accountability as regulated in the 1945 Constitution and Law Number 12 of 2011 concerning the Formation of Legislative Regulations. The public's rejection illustrates the potential for abusive law making, threats to civilian dominance, and the possibility of a return to the dual function of the military from the New Order period, supported by protests, petitions from civil society organizations such as NU, WALHI, and KONTRAS, as well as an application for constitutional review to the Constitutional Court. Adopting the perspective of Habermas’s theory of deliberative democracy and Weber’s concept of legitimacy, this research asserts that the argument for the annulment of this Bill is growing stronger, in order to uphold democratic law making and the protection of human rights.

Unexpected downtime of a 2 kg/hour coffee grinder is crucial in cafe operations, thus less guaranteeing the availability of the grinder. The purpose of component replacement and repair planning is to obtain a prediction of the maintenance and repair schedule and costs in the 2026 period. The component replacement planning method includes collecting previous maintenance and repair data, applying the inspection-replace-repair-overhaul (IRRO) method, assessing component conditions, predicting component life, predicting technician costs, predicting supporting work equipment and supporting materials to be used in maintenance, predicting the time to replace spare parts or reinstall components after repair, estimating maintenance and repair costs for the 2026 period, and calculating the ratio of maintenance costs to profits. The results of component replacement and repair planning obtained maintenance costs for the 2026 period are IDR 2,350,000, - with an estimated coffee grinder rental rate of IDR 25,000/hour which has the potential to be rented for 1440 hours/year, and the ratio of maintenance costs to profits is 6.5% which implies that the coffee grinder with a capacity of 2 kg / hour is still suitable for use for the next few years and still has the opportunity to make a profit.

Penelitian ini mengkaji implementasi Program Pendaftaran Tanah Sistematis Lengkap (PTSL) di Desa Reban, Kecamatan Reban, Kabupaten Batang, Jawa Tengah, dengan fokus pada aspek regulasi dan pembiayaan. Program yang bertujuan memberikan kepastian hukum atas hak tanah masyarakat ini menghadapi berbagai tantangan seperti keterbatasan anggaran desa dan ketidaksesuaian biaya dalam SKB 3 Menteri Nomor 34 Tahun 2017 dengan kondisi ekonomi terkini. Penelitian ini menggunakan pendekatan yuridis empiris dan metode deskriptif analitis, penelitian ini mengumpulkan data melalui wawancara dan studi kepustakaan. Landasan teori mencakup efektivitas hukum, sistem hukum, hukum responsif, dan kepastian hukum, yang memberikan kerangka analisis dalam konteks pertanahan Indonesia. Hasil penelitian menunjukkan bahwa pelaksanaan PTSL di Desa Reban telah sesuai dengan Pasal 19 UU No. 5/1960 dan Peraturan Menteri ATR/BPN No. 6/2018. Program ini mencapai keberhasilan signifikan dengan 349 sertifikat yang berhasil diterbitkan dari 448 bidang tanah yang didaftarkan. Pelaksanaan melibatkan tahapan sistematis mulai dari sosialisasi hingga penerbitan sertifikat, dengan koordinasi yang baik antara pemerintah, BPN, dan masyarakat. Kendala utama yang ditemukan adalah ketidaksesuaian biaya dalam SKB 3 Menteri yang menetapkan Rp150.000 per bidang tanah, yang tidak mencukupi biaya operasional akibat inflasi. Hal ini mendorong panitia PTSL di beberapa daerah mengambil inisiatif menetapkan biaya yang lebih tinggi melalui musyawarah.

Magnetic resonance imaging (MRI) provides rich anatomical contrast for brain tumor assessment, yet routine interpretation remains time-intensive and demands high precision. This work develops a pipeline for four-class brain MRI image classification (glioma, meningioma, pituitary tumor, and no tumor) by combining automated brain-region cropping, data augmentation, and transfer learning with EfficientNetB1. Experimental results demonstrate exceptional performance, achieving an overall accuracy of 0.99 (99%) on the test set. Specifically, the model reached an F1-score of 1.00 for the no tumor class, 0.99 for pituitary, and 0.98 for both glioma and meningioma classes. Beyond reporting numerical performance, the study utilizes Grad-CAM heatmaps to verify that predictions rely on clinically plausible regions rather than spurious background cues. These results indicate that an efficiency-oriented backbone, paired with systematic preprocessing, can achieve reliable and interpretable performance for brain tumor classification tasks.

Micro, Small, and Medium Enterprises (MSMEs) play a strategic role as the backbone of Indonesia’s economy through their significant contribution to employment creation and Gross Domestic Product (GDP). However, many MSMEs continue to face structural challenges, including limited managerial capacity, low levels of innovation, and weak adaptation to digital transformation. In response to these challenges, entrepreneurship education has emerged as a strategic instrument for strengthening MSME competitiveness and sustainability. This study aims to analyze the role of entrepreneurship education as a development strategy for MSMEs in supporting Indonesia’s economic growth. Employing a descriptive qualitative approach with a case study design, this research examines several MSMEs that have participated in entrepreneurship education and training programs organized by government and educational institutions. The findings reveal that entrepreneurship education contributes to strengthening entrepreneurial mindset, improving managerial and financial skills, encouraging business innovation, and enhancing digital technology adoption among MSME actors. Moreover, entrepreneurship education supports business resilience and market expansion, enabling MSMEs to adapt to dynamic economic conditions. These findings indicate that entrepreneurship education is not merely a capacity-building tool, but a strategic policy instrument for developing competitive and sustainable MSMEs. Therefore, the institutionalization of integrated and continuous entrepreneurship education is essential to optimize the role of MSMEs in fostering inclusive and sustainable economic growth in Indonesia.

The development of digital technology has encouraged the government to utilize social media as an effective means of public communication. The Ministry of Agriculture is one institution that actively uses Instagram to convey information, build a positive image, and interact with the public. This study aims to determine the Public Relations strategy in managing the Instagram social media account @kementerianpertanian. This study uses the Public Relations strategy theory from Cutlip and Center, which consists of four stages: problem identification, planning and programming, communication and action, and evaluation. The research method used is a descriptive qualitative approach, with data collection techniques through in-depth interviews and documentation of the Ministry of Agriculture's Public Relations team. The results show that the Ministry of Agriculture's Public Relations has implemented a planned communication strategy, starting from planning informative and educational content, utilizing Instagram features such as reels, stories, and live to increase interaction, to routine evaluation based on engagement data (likes, shares, comments, and saves). This strategy also adapts to social media trends and audience needs. Public Relations actively responds to user questions and comments to maintain two-way communication. However, challenges such as negative comments, limited resources, and changes in the Instagram algorithm are obstacles that still need to be overcome. Overall, the implemented strategy has successfully supported the improvement of the image and transparency of public information within the Ministry of Agriculture.

This study examines the administrative problems in managing the Education Data Sistem (Dapodik) as a key instrument for strengthening the institutional capacity of Early Childhood Education (PAUD) in West Sumatra. Using a literature review approach, data were collected from various sources, including reports from the Ministry of Education, Culture, Research, and Technology (Kemendikbudristek), BAN PAUD and PNF, and previous studies. The findings reveal that although Dapodik reporting in West Sumatra has reached 97.8%, several challenges persist, such as limited internet access, low operator competence, insufficient technical supervision, and a lack of institutional awareness of data accuracy. These issues have led to delays in accreditation, misallocation of operational assistance funds (BOP), and ineffective educational planning. Therefore, innovative solutions such as Dapodik gamification, digital inter-institutional mentoring, and operator certification are recommended to improve data management effectiveness and sustainably strengthen PAUD institutional governance.

Weight gain can be a concern for some women, with some considering a body conforming to specific beauty standards as an ideal or desired goal. The use of progesterone hormone injections, which affect the appetite control center in the hypothalamus, can increase appetite and potentially lead to weight gain. This research employs a descriptive-analytical method with a quantitative approach conducted at the Independent Midwife Practice in the working area of the Kragilan Serang Community Health Center, Banten, using secondary data from medical records. Data collection involved 96 respondents divided into 48 samples of 1-month injectable contraceptive (KB Suntik) users and 48 samples of 3-month injectable contraceptive users. The total research sample size is 96 respondents, with the majority falling in the 20–40 age group and the remainder aged >40 years. The results indicate that among the 48 respondents using the 1-month injectable contraceptive, the average weight gain is 0. 938 kg, while for the 3-month injectable contraceptive, the average weight gain is 4. 251 kg.

This study explores how the organizational culture of Sanggar Kartika Budaya strengthens local artistic values through identity building, leadership, training strategies, and adaptive creativity. Rooted in a commitment to traditional arts, the sanggar positions local cultural expression not only as heritage but also as a living space for innovation. The research aims to uncover how these cultural elements shape member behavior, sustain artistic traditions, and support the regeneration of young artists. Using a qualitative approach with document analysis, this study examines official profiles, program descriptions, and relevant scholarly sources. The findings reveal that the sanggar’s cultural identity centered on the motto “Pegang Teguh Seni Tradisi Siap Berkreasi”serves as the backbone of its learning system and creative ecosystem. Leadership plays a central role in directing artistic vision while safeguarding cultural authenticity. Structured training, literacy activities, and collaborative performances effectively embed traditional values in new members. The sanggar also demonstrates an ability to evolve with modern trends through creative choreography, multimedia integration, and active participation in contemporary festivals, all while maintaining strong roots in local heritage. These findings highlight how a well-structured organizational culture can act as a powerful engine for cultural preservation and artistic resilience. The implications suggest that cultural institutions can remain relevant in a fast-changing era by blending heritage with innovation, ensuring that tradition continues to live meaningfully in the hands of future generations.

This article examines the limitation of transparency within the Indonesian House of Representatives (DPR) during the formulation of the Job Creation Act (Law No. 11 of 2020) and its implications for legislative performance and public participation. Transparency represents a fundamental requirement in a democratic legal system as it ensures accountability, public oversight, and the legitimacy of legal products. However, the legislative process of the Job Creation Act demonstrated significant procedural issues, including inconsistent draft versions, restricted access to essential documents, accelerated deliberation, and the marginalization of meaningful public participation. This study highlights how these limitations hinder the public’s constitutional rights, weaken legislative oversight, and create asymmetrical power relations that enable elite dominance in policymaking. The lack of transparency also led to procedural defects acknowledged by the Constitutional Court, reflecting a systemic decline in democratic legislative practices. Using a normative juridical method supported by legislative analysis and doctrinal studies, this paper argues that the absence of transparency not only reduces the quality of participation but also erodes the legitimacy and accountability of the DPR. The findings emphasize the urgent need for open access to legislative documents, inclusive public consultation, and strengthened accountability mechanisms to ensure democratic and lawful policy making.  

This study aims to determine the relationship between learning motivation and learning outcomes in SMAW welding engineering among eleventh-grade students at SMKN 2 Solok. This research employed a quantitative method with a correlational approach. The population consisted of all students from classes XI TPM 1 and XI TPM 2, totaling 51 students, using a total sampling technique. Learning motivation data were collected through a validated and reliable questionnaire, while learning outcome data were obtained from post-test scores in the SMAW welding subject. Data were analyzed using the Pearson Product Moment correlation test with the assistance of SPSS software. The results showed a correlation coefficient of r = 0.783 with a significance value of 0.000 < 0.01, indicating a strong, positive, and statistically significant relationship between learning motivation and students’ learning outcomes. These findings suggest that higher learning motivation leads to better learning outcomes in SMAW welding engineering. Therefore, learning motivation plays an important role in improving students’ academic performance. This study is expected to provide useful insights for teachers and schools in developing instructional strategies that enhance students’ motivation and learning outcomes.

Local governments in Indonesia rely significantly on local tax revenues to strengthen fiscal independence and sustain regional development. Among these revenue sources, the Motor Vehicle Tax (PKB) and the Motor Vehicle Transfer Fee (BBNKB) play a vital role in shaping regional fiscal capacity. This study explores how both taxes contribute to the Regional Own-Source Revenue (PAD) of Central Java Province during the 2020–2024 period. Drawing on quantitative analysis and secondary data from the Central Java Regional Revenue Agency (Bapenda), the research assesses the effectiveness and contribution of PKB and BBNKB in supporting local fiscal performance. The results show that PKB consistently exerts a positive, meaningful influence on PAD, underscoring its central role in sustaining the province’s fiscal strength. In contrast, BBNKB demonstrates a weaker, less stable impact, primarily driven by changes in vehicle ownership trends and administrative challenges. When considered together, both tax instruments contribute to enhancing local fiscal capacity, although the reliance on PKB remains predominant. These findings underscore the importance of modernizing regional tax administration, particularly through digital innovation, transparent reporting systems, and community-based compliance strategies. Strengthening these mechanisms is essential to building a more resilient and autonomous fiscal framework, especially in the context of post-pandemic economic recovery and long-term regional development planning

Penelitian ini menganalisis perilaku lentur balok beton bertulang dengan tulangan Glass Fiber Reinforced Polymer (GFRP) dibandingkan tulangan baja konvensional, ditinjau dari beban maksimum, lendutan maksimum, dan pola keruntuhan. Pengujian eksperimental dilakukan pada balok beton mutu K-225 berdimensi 150 × 150 × 600 mm menggunakan metode pembebanan dua titik. Benda uji terdiri atas balok kontrol (BKA dan BKB) serta balok variasi (BVA dan BVB). Hasil pengujian menunjukkan bahwa balok bertulangan GFRP memiliki kapasitas beban maksimum yang lebih tinggi, dengan peningkatan dari 28,68 kN menjadi 58,40 kN (103,6%) pada BKA–BVA dan dari 55,71 kN menjadi 68,01 kN (22,1%) pada BKB–BVB. Namun, balok variasi mengalami lendutan maksimum yang lebih besar, yaitu 7,74 mm dan 5,38 mm, dibandingkan balok kontrol sebesar 2,22 mm dan 2,92 mm. Pola keruntuhan menunjukkan bahwa balok kontrol mengalami keruntuhan lentur yang bersifat daktail, sedangkan balok variasi cenderung mengalami keruntuhan rapuh dengan dominasi retak lentur dan geser. Hasil ini menunjukkan bahwa tulangan GFRP efektif meningkatkan kapasitas beban balok, namun disertai dengan lendutan yang lebih besar dan keruntuhan yang lebih cenderung getas.

This research compares legal entity licensing systems in Indonesia and other ASEAN member states in response to the growing need for regulatory harmonization and improved ease of doing business within the region, particularly after ASEAN economic integration accelerated cross border investment activities. Differences in administrative requirements, processing duration, and the level of digitalization among countries often create barriers for business expansion, making a comparative assessment essential to understand Indonesia’s current position and identify potential improvements. The main objective of this study is to analyze the characteristics of Indonesia’s legal entity licensing system by comparing it with ASEAN countries that have adopted more advanced administrative reforms, while also evaluating how regional best practices can inform national policy development. The study applies a qualitative method using a descriptive comparative approach, focusing on regulatory frameworks, institutional arrangements, levels of digital integration, and indicators related to ease of doing business. The results show that although Indonesia has introduced electronic licensing systems, several challenges remain, including uneven implementation, overlapping institutional authority, and variations in service quality across regions. In contrast, countries such as Singapore and Malaysia have established licensing systems that are more integrated, transparent, and oriented toward user needs, resulting in greater legal certainty for investors. These findings highlight the importance of strengthening regulatory alignment, improving digital system integration, and enhancing institutional capacity so that Indonesia can reach efficiency levels comparable to its regional counterparts and contribute to a more competitive and sustainable ASEAN business environment.

The objectives of this study are 1) to determine the influence of church ministry on the character formation of Sunday School children at HKBP Partahanan Medan; 2) to determine the influence of parental attention on the character formation of Sunday School children at HKBP Partahanan Medan; and 3) to determine the combined influence of church ministry and parental attention on the character formation of Sunday School children at HKBP Partahanan Medan. This study employed a quantitative method with inferential statistics. The sample consisted of 31 Sunday School congregants. Data were collected through questionnaires and analyzed using regression and correlation tests. The results indicate that: 1) Church ministry has a positive and significant influence on the character formation of Sunday School children, with an F-value of 60.290 and a significance level of 0.000; 2) Parental attention has a positive and significant influence on the character formation of Sunday School children; and 3) Church ministry and parental attention jointly exert a positive and significant influence, contributing 71.6% to the variation in children’s character formation.Thus, it can be concluded that effective church ministry and consistent parental attention are the primary factors influencing the character formation of Sunday School children at HKBP Partahanan Medan.