Abstract:The development of a computer-based village fund management information system to improve the efficiency and transparency of village fund management. This system is designed to assist village governments in managing and…
monitoring village fund users, thereby improving accountability and the quality of service to the community. This system will include features such as village data management, budget management, expenditure management, and reporting. Thus, this system is expected to help improve the quality of village fund management and improve the welfare of the village community. Payola Umbu Village, as one of the areas managing village funds, still faces challenges in terms of administration and reporting of funds. Limited technology and human resources are major obstacles to the effective management of village funds. The manual system that is still used often results in data that is not integrated and difficult to account for. This Village Fund Allocation Application should be used by administrators who understand computerized systems, so that the information presentation can be done better
Abstract:Advances in information technology have recently been growing rapidly, especially with the increasing prevalence of the internet among an increasingly global society. In Southwest Sumba Regency, several educational institutions,…
tutions, both public and private, have yet to utilize existing technology due to limited facilities and human resources. One such institution is SDK Weelonda. SDK Weelonda is an educational institution tasked with handling activities related to education, with the main goal, as is known, to educate the nation.
To address the aforementioned obstacles or problems, researchers propose a web-based information system using an interactive dashboard. An interactive dashboard is a visual display that presents data and information concisely, dynamically, and easily understood. Based on these problems, the researchers are interested in providing a solution through writing a proposal entitled: Development of a Web-Based Student Information System with an Interactive Dashboard for Monitoring Academic Data at SDK Weelonda. The web-based student data information system at SDK Weelonda makes it easier for the school to manage all student and teacher data.
Abstract:Student mental health disorders have become an increasingly important issue due to their significant impact on academic performance and psychological well-being. Machine learning-based approaches offer a promising alternative…
ative for supporting early detection; however, only a limited number of studies have conducted comprehensive evaluations of various ensemble learning algorithms by simultaneously considering predictive performance, computational efficiency, and statistical significance. This study aims to compare ten classification algorithms, namely Random Forest, Extra Trees, Gradient Boosting, Hist Gradient Boosting, AdaBoost, XGBoost, LightGBM, CatBoost, Logistic Regression, and Stacking Ensemble, using 5-fold Stratified Cross-Validation. Model performance was evaluated using Accuracy, Precision, Recall, F1-Score, Receiver Operating Characteristic–Area Under the Curve (ROC-AUC), training time, inference time, confusion matrix, feature importance, as well as One-Way Analysis of Variance (ANOVA) and post-hoc Tukey’s Honestly Significant Difference (Tukey HSD) tests. The experimental results show that CatBoost achieved the highest classification performance, with an Accuracy of 84.86%, an F1-Score of 87.19%, a Recall of 88.03%, and an ROC-AUC of 0.9220. XGBoost delivered comparable predictive performance with a substantially shorter training time (3.92 seconds), while LightGBM was the most computationally efficient algorithm, requiring an average training time of only 0.85 seconds. In contrast, the Stacking Ensemble required the longest training time (215.41 seconds) without providing a statistically meaningful performance improvement over the boosting-based models. The ANOVA results revealed significant differences in ROC-AUC among the evaluated models (p < 0.001), whereas the Tukey HSD test indicated that most boosting algorithms did not differ significantly from one another. These findings provide practical guidance for selecting classification algorithms by balancing predictive performance and computational efficiency to support early mental health screening systems for university students.
Abstract:Sebelum program ini berjalan, Desa Sukarami di Kecamatan Seluma Selatan, Kabupaten Seluma, Provinsi Bengkulu belum memiliki media informasi digital yang dapat diakses secara luas, baik oleh warga maupun pihak luar, sehingga…
gga penyebaran informasi profil, potensi, dan kegiatan desa masih terbatas dan mengandalkan cara-cara konvensional. Kegiatan pengabdian ini bertujuan membangun website portal desa sebagai sarana transparansi informasi dan pelayanan publik berbasis digital. Pelaksanaannya menggunakan pendekatan participatory action research (PAR) melalui tahapan observasi dan identifikasi kebutuhan, perancangan struktur dan konten, pengembangan website, pengisian konten, pelatihan pengelolaan, hingga serah terima kepada perangkat desa. Kegiatan berlangsung sejak 19 Juni sampai 27 Juli 2026 sebagai bagian dari program Kuliah Kerja Nyata (KKN) Kelompok 46 Universitas Bengkulu. Hasilnya berupa website portal Desa Sukarami yang memuat halaman profil desa, sambutan kepala desa, informasi hukum, galeri, dan kontak, serta publikasi berita dan potensi desa, yang kemudian diserahkan dan disosialisasikan pengelolaannya kepada perwakilan pemerintah desa. Sepanjang masa KKN, tercatat sebelas berita desa berhasil diunggah pada website tersebut. Kegiatan ini diharapkan dapat meningkatkan transparansi, mempermudah akses informasi masyarakat, serta memperkuat citra dan promosi potensi Desa Sukarami kepada khalayak yang lebih luas.
Prior to this activity, Sukarami Village in South Seluma Subdistrict, Seluma Regency, Bengkulu Province had no digital information medium that the community or outside parties could access widely, leaving the dissemination of the village's profile, potential, and activities limited and largely conventional. This community service activity set out to build a village website portal as a means of information transparency and digital-based public service. The work followed a participatory action research approach through several stages: needs observation and identification, design of the structure and content, website development, content population, management training, and handover to village officials. It ran from 19 June to 27 July 2026 as part of the Community Service Program (KKN) of Group 46, University of Bengkulu. The result was a website portal for Sukarami Village covering the village profile, the village head's welcome message, legal information, gallery, contact, news and activity publications, and information on village potential, which was later handed over to a village government representative along with training on its management. Over the course of the KKN period, eleven village news items were published through the website. The activity is expected to raise transparency, make information easier for the community to reach, and strengthen the branding and promotion of Sukarami Village's potential to a wider audience.
Abstract:Indonesia memiliki potensi energi panas bumi yang sangat besar karena berada pada jalur Cincin Api Pasifik (Ring of Fire). Salah satu daerah yang memiliki potensi tersebut adalah Desa Tawa, Kecamatan Bacan Timur Tengah,…
Kabupaten Halmahera Selatan. Namun, hasil observasi awal menunjukkan bahwa peserta didik di SMA Nurul Hasan Bacan Tawa masih memiliki pemahaman yang terbatas mengenai potensi dan pemanfaatan energi panas bumi sebagai sumber energi terbarukan. Selama ini, pembelajaran di sekolah lebih banyak berfokus pada konsep-konsep umum sehingga belum memanfaatkan potensi lokal sebagai sumber belajar yang kontekstual. Kondisi tersebut menyebabkan peserta didik belum mampu menghubungkan materi yang dipelajari dengan potensi sumber daya alam yang ada di lingkungan sekitar. Kegiatan Pengabdian kepada Masyarakat (PkM) ini bertujuan meningkatkan literasi energi panas bumi, menumbuhkan kepedulian terhadap lingkungan, serta memperkuat pemahaman peserta didik tentang pentingnya energi terbarukan dalam mendukung pembangunan berkelanjutan. Kegiatan dilaksanakan pada 23 Maret 2026 di SMA Nurul Hasan Bacan Tawa dengan melibatkan 32 peserta yang terdiri atas 26 siswa dan 6 guru. Metode yang digunakan adalah pendekatan partisipatif-edukatif melalui tahapan persiapan, penyampaian materi, diskusi interaktif, tanya jawab, observasi, dan evaluasi menggunakan angket. Materi yang diberikan mencakup konsep dasar energi panas bumi, potensi panas bumi di Indonesia dan Desa Tawa, manfaat energi panas bumi sebagai energi terbarukan, serta kontribusinya terhadap pelestarian lingkungan dan pembangunan berkelanjutan. Hasil kegiatan menunjukkan adanya peningkatan pengetahuan dan pemahaman peserta didik mengenai potensi energi panas bumi di daerahnya. Peningkatan tersebut terlihat dari partisipasi peserta yang lebih aktif selama diskusi, kemampuan mengaitkan konsep energi terbarukan dengan kondisi lingkungan sekitar, serta tumbuhnya kesadaran untuk menjaga dan memanfaatkan sumber daya alam secara bertanggung jawab. Selain itu, kegiatan ini turut memperkuat pembelajaran kontekstual melalui kolaborasi antara perguruan tinggi dan sekolah dalam mengembangkan pendidikan berbasis potensi lokal. Dengan demikian, sosialisasi energi panas bumi berbasis potensi lokal menjadi salah satu strategi yang efektif untuk meningkatkan literasi energi, memperkuat kepedulian terhadap lingkungan, dan mendukung terwujudnya pembangunan berkelanjutan di kalangan generasi muda.
Indonesia has enormous geothermal energy potential due to its location along the Pacific Ring of Fire. One of the regions with this potential is Tawa Village, East Central Bacan District, South Halmahera Regency. However, preliminary observations revealed that students at SMA Nurul Hasan Bacan Tawa had limited understanding of the potential and utilization of geothermal energy as a renewable energy source. Learning activities at the school have primarily focused on general theoretical concepts and have not optimally integrated local potential as a contextual learning resource. Consequently, students have not been able to relate the knowledge acquired in the classroom to the natural resources available in their surrounding environment. This Community Service Program aimed to enhance students' geothermal energy literacy, foster environmental awareness, and strengthen their understanding of the importance of renewable energy in supporting sustainable development. The program was conducted on March 23, 2026, at SMA Nurul Hasan Bacan Tawa and involved 32 participants, consisting of 26 students and 6 teachers. The program employed a participatory-educational approach through preparation, material presentation, interactive discussions, question-and-answer sessions, observations, and questionnaire-based evaluations. The learning materials covered the basic concepts of geothermal energy, geothermal potential in Indonesia and Tawa Village, the benefits of geothermal energy as a renewable energy source, and its contribution to environmental conservation and sustainable development. The results demonstrated an improvement in students' knowledge and understanding of the geothermal energy potential in their region. This improvement was reflected in more active participation during discussions, a greater ability to relate renewable energy concepts to their local environment, and increased awareness of the importance of protecting and utilizing natural resources responsibly. Furthermore, the program strengthened contextual learning through collaboration between the university and the school in developing education based on local potential. Therefore, local potential-based geothermal energy outreach can serve as an effective strategy for improving energy literacy, promoting environmental awareness, and supporting sustainable development among young generations.
Abstract:Pemberlakuan Undang-Undang Nomor 1 Tahun 2023 tentang Kitab Undang-Undang Hukum Pidana membawa perubahan penting dalam sistem pemidanaan Indonesia, termasuk pengaturan mengenai pengulangan tindak pidana sebagai dasar pemberatan…
beratan pidana. Penelitian ini bertujuan menganalisis reformulasi pengaturan residivisme dalam KUHP Nasional sebagai dasar pemberatan pidana, khususnya dalam membangun pengaturan yang lebih jelas, sistematis, dan memberikan kepastian hukum. Penelitian ini menggunakan metode penelitian hukum normatif yang bersifat preskriptif dengan menelaah peraturan perundang-undangan dan bahan hukum yang relevan dengan pengaturan residivisme serta pemberatan pidana. Hasil penelitian menunjukkan bahwa pengaturan residivisme dalam KUHP lama melalui Pasal 486, Pasal 487, dan Pasal 488 memiliki karakter terbatas karena pemberatan dikaitkan dengan kelompok tindak pidana tertentu. Kondisi tersebut menimbulkan kompleksitas dalam penerapan dan membutuhkan identifikasi riwayat kriminal pelaku secara tepat. KUHP Nasional melalui Pasal 23 memberikan pengaturan yang lebih terstruktur mengenai pengulangan tindak pidana berdasarkan tenggang waktu dan karakteristik tindak pidana, sedangkan Pasal 58 huruf c menempatkan pengulangan tindak pidana sebagai faktor yang memperberat pidana dan Pasal 59 mengatur batas pemberatan paling banyak sepertiga dari maksimum ancaman pidana. Reformulasi tersebut memperlihatkan upaya memperjelas hubungan antara pengulangan tindak pidana dan pemberatan pidana. Namun, penerapannya tetap perlu memperhatikan proporsionalitas, kepastian hukum, tujuan pemidanaan, pembinaan, pencegahan pengulangan, dan reintegrasi sosial. Dengan demikian, reformulasi residivisme perlu diarahkan pada konstruksi yang konsisten dan terukur agar pemberatan pidana tidak hanya berorientasi pada penambahan berat sanksi, tetapi juga mendukung pencegahan residivisme. Pengaturan yang demikian diharapkan mampu memberikan pedoman yang lebih pasti bagi hakim dan aparat penegak hukum dalam menerapkan pemberatan terhadap pelaku yang mengulangi tindak pidana.
The enactment of Law Number 1 of 2023 concerning the Criminal Code has brought important changes in the Indonesian penal system, including regulations regarding the repetition of criminal acts as the basis for criminal charges. This study aims to analyze the reformulation of recidivism regulations in the National Criminal Code as the basis for criminal charges, especially in building clearer, systematic, and more legal certainty regulations. This research uses a prescriptive normative legal research method by examining laws and regulations and legal materials relevant to the regulation of recidivism and criminal charges. The results of the study show that the regulation of recidivism in the old Criminal Code through Article 486, Article 487, and Article 488 has a limited character because the charges are associated with certain groups of criminal acts. This condition creates complexity in implementation and requires proper identification of the criminal history of the perpetrator. The National Criminal Code through Article 23 provides a more structured regulation regarding the repetition of criminal acts based on the grace period and characteristics of the criminal act, while Article 58 letter c places the repetition of criminal acts as a factor that aggravates the crime and Article 59 regulates the limit of the aggravation of a maximum of one-third of the maximum criminal threat. The reformulation shows an effort to clarify the relationship between the repetition of a criminal act and the aggravation of a criminal offense. However, its application still needs to pay attention to proportionality, legal certainty, the purpose of criminalization, coaching, prevention of repetition, and social reintegration. Thus, the reformulation of recidivism needs to be directed at a consistent and measurable construction so that criminal repetition is not only oriented towards increasing the severity of sanctions, but also supports the prevention of recidivism. Such an arrangement is expected to be able to provide a more definite guideline for judges and law enforcement officials in applying the burden to perpetrators who repeat criminal acts.
Abstract:Gastritis can affect all segments of society, not limited to age and gender. However, the incidence of gastritis is more common to occur in the productive age group due to their busy lives, unhealthy lifestyles, and more…
stress and depression. This study aims to determine the effect of turmeric extract consumption on pain levels among gastritis patients in Lambaro Bileu Village, Kuta Baro, Aceh Besar. The research employed a quantitative method - a quasi-experimental design with a one-group pretest-posttest approach. The population consisted of 29 patients. The sample was 15 patients experiencing gastritis pain, chosen using a purposive sampling technique. The research was conducted from May 29th to June 15th, 2025. The data analysis was univariate and bivariate with the Paired T-Test. The results showed that out of 15 respondents, most of them experienced moderate pain before being given the turmeric water, with 12 respondents (80%). After being given turmeric water, the majority still experienced moderate pain, with 11 respondents (73.3%) reporting this. Based on the statistical test results, the p-value was 0.000, which is less than 0.05. These findings prove that the consumption of turmeric water extract has a significant effect on pain levels in patients with gastritis. It is hoped that respondents can apply complementary therapy methods using turmeric water extract to reduce gastritis pain.
Abstract:ABSTRAK Penelitian ini bertujuan untuk menganalisis peran Usaha Mikro Kecil Menengah (UMKM) Coffee Sendu dalam meningkatkan kesejahteraan karyawan di Kota Palembang. Coffee Sendu merupakan UMKM di bidang kuliner yang berdiri…
erdiri sejak tahun 2020 dan telah menunjukkan pertumbuhan usaha yang signifikan. Dalam konteks ini, kesejahteraan karyawan dipandang sebagai indikator penting keberhasilan sebuah UMKM, terutama dalam hal pendapatan, lingkungan kerja, dan peluang pengembangan diri. Metode penelitian yang digunakan adalah deskriptif kualitatif dengan pendekatan studi kasus. Data dikumpulkan melalui observasi langsung dan wawancara semi-terstruktur terhadap pemilik dan para karyawan Coffee Sendu. Fokus utama penelitian adalah untuk mengevaluasi sejauh mana peran UMKM ini dalam menciptakan lapangan pekerjaan, meningkatkan pendapatan karyawan, dan memberikan kontribusi terhadap stabilitas ekonomi individu. Hasil penelitian menunjukkan bahwa Coffee Sendu mampu membuka peluang kerja bagi masyarakat sekitar, terutama bagi mereka yang sebelumnya tidak memiliki pekerjaan tetap. Karyawan memperoleh penghasilan harian yang dapat memenuhi kebutuhan dasar, dan adanya hubungan kekeluargaan antara pemilik dan karyawan turut menciptakan suasana kerja yang nyaman. Meskipun demikian, masih terdapat beberapa kendala seperti keterbatasan dalam akses pemasaran digital dan hambatan operasional akibat cuaca. Kesimpulan dari penelitian ini adalah bahwa UMKM Coffee Sendu berperan positif dalam meningkatkan kesejahteraan karyawan, dan dapat menjadi contoh pemberdayaan ekonomi lokal yang efektif. Penelitian ini diharapkan menjadi referensi bagi pelaku UMKM dan pemangku kepentingan dalam merancang strategi pemberdayaan SDM secara berkelanjutan.
ABSTRACT
This study aims to analyze the role of the Coffee Sendu Micro, Small, and Medium Enterprise (MSME) in improving employee welfare in Palembang City. Coffee Sendu is a culinary MSME established in 2020 and has demonstrated significant business growth. In this context, employee welfare is seen as a key indicator of an MSME's success, particularly in terms of revenue, work environment, and opportunities for personal development. The research method used was a descriptive qualitative case study approach. Data were collected through direct observation and semi-structured interviews with the owners and employees of Coffee Sendu. The primary focus of the study was to evaluate the extent to which this MSME plays a role in creating jobs, increasing employee income, and contributing to individual economic stability. The results indicate that Coffee Sendu has been able to create employment opportunities for the surrounding community, especially for those previously unemployed. Employees earn a daily income that covers basic needs, and the familial relationship between the owner and employees contributes to a comfortable work environment. However, several challenges remain, such as limited access to digital marketing and operational constraints due to weather. The conclusion of this study is that the Coffee Sendu MSME plays a positive role in improving employee welfare and can serve as an effective example of local economic empowerment. This research is expected to serve as a reference for MSMEs and stakeholders in designing sustainable human resource empowerment strategies.
Abstract:This study explores the strategic management of technology-based curriculum development to enhance digital literacy in Indonesian elementary schools, focusing on the role of deep learning in transforming educational practices.…
tices. In the digital age, fostering digital literacy from a young age has become essential for preparing students for future success. The research examines the challenges and opportunities in integrating technology into the curriculum, particularly in schools with varying levels of access to digital resources. Through qualitative methods, including interviews with educators, curriculum developers, and policymakers, as well as classroom observations, the study identifies key barriers such as inadequate infrastructure, limited teacher training, and resistance to technological change. However, it also highlights the potential of deep learning technologies to personalize learning experiences, improve student engagement, and enhance digital literacy outcomes. The findings suggest that strategic curriculum management, coupled with teacher involvement in the development process and targeted professional development, is critical for successful technology integration. The study provides actionable recommendations for policymakers and educators to enhance digital literacy and bridge the digital divide in Indonesian schools, emphasizing the need for a comprehensive, long-term strategy that leverages both technological and pedagogical advancements.
Abstract:The development of the gig economy and cross-border remote work has significantly changed the face of the world of work but also poses complex regulatory challenges. This research aims to identify and analyse the regulatory…
ory challenges faced in the context of the gig economy and cross-border remote work and evaluate the policy responses from various countries. The method used is a literature review by examining scientific literature, national and international regulations, and related policy reports. The results showed that the unclear legal status of workers, differences in regulations between countries, taxation issues, and limited social protection are the main obstacles. This research recommends the need for adaptive regulatory reforms and international collaboration to create an inclusive and equitable legal framework to support sustainable growth of the digital economy and protect workers' rights.