Abstract:Everbright has become one of the distributing companies selling various products, one of which is the Dettol product. In optimizing the stock and marketing of Dettol products, the company faces difficulties in identifying…
g the best-selling products and those less favored by customers. This research data originates from the sales transaction data of Dettol soap in November, comprising 77 sales data. Through the use of data mining, particularly the K-means Clustering method, it becomes a relevant approach to solving this issue. The objective of this research is to avoid excess inventory that remains unsold while meeting the diverse needs of customers. The results of this study show the visualization of the distribution of Dettol soap product clusters and grouping based on sales levels. There were 21 best-selling item data, 31 well-selling item data, and 25 less popular item data, enabling the company to manage inventory based on the best-selling items.
Abstract:The Self-Help Housing Stimulant Assistance (BSPS) is a government house renovation program aimed at low-income communities. This program aims to enhance self-sufficiency in construction and improve the quality of houses,…
facilities, infrastructure, and public utilities through the principle of mutual cooperation. BSPS recipients must meet several criteria, such as income, house ownership status, house size, floor type, wall type, roof type, and water source. To address issues based on these criteria, Data Mining techniques using the Naive Bayes method were employed. This study utilized a dataset of BSPS recipients in Air Genting Village, Air Batu Sub-district, comprising 88 samples. The classification results from applying Naive Bayes yielded a precision value of 84%, a recall value of 81%, an F1-score of 82%, and an accuracy of 81%. The objective of this research is to facilitate the classification of eligible and rightful recipients of government assistance in the form of BSPS. The results of this study are expected to provide an alternative solution in determining BSPS recipients in Air Genting Village, Air Batu Sub-district
Abstract:The Community Service Program (KKN) MAS 68 at Buatan I Village, conducted from July 31 to September 10, 2025, was initiated in response to several challenges faced by the community, including limited educational and healthcare…
thcare facilities, inadequate public amenities, environmental conditions requiring improvement, low socio-cultural activities, and limited local MSME development. The students implemented six main programs: establishing a reading corner; collaborating with the integrated health post (Posyandu) through elderly exercise, nutrition education, and supplementary feeding; renovating and organizing the village maternity post (Polindes); conducting greening and community clean-up activities at schools and the village; organizing the 17th August 2025 Independence Day celebration; and developing MSMEs based on egg-laying ducks into salted eggs and salted egg crackers. Methods employed included participatory observation, socialization, mentoring, hands-on practice, and active participation in socio-cultural activities. Evaluation was conducted through discussions with partners, field notes, and visual documentation. The results showed an improvement in literacy, the establishment of healthy habits among children and the elderly, a greener environment, successful organization of the Independence Day celebration, and increased economic value of local MSMEs. The program also enhanced students’ soft skills and strengthened synergy among students, villagers, and village officials, thus providing a positive impact on the community capacity of Buatan I Village.
Abstract:The educational approach in Indonesia, especially at Madrasah Tsanawiyah (MTs) Daarussalam, must respond to the challenges of globalization and rapid advances in information technology. This change requires a transformation…
ion of the learning system from conventional methods that are oriented toward memorization to an educational model that is more interactive and relevant to the needs of the times. Critical, creative, and adaptable skills are a must for graduates to compete in the dynamic world of work. Integrating digital technology in learning, such as the use of AI-based learning tools and digital platforms such as ChatGPT, has the potential to increase student participation and provide a more individualized approach to teaching. In this context, MTs Darussalam is committed to carrying out transformation by increasing teachers' understanding of educational technology and implementing professional training. By implementing a collaborative and creative digital learning model, it is hoped that students can develop into critical thinkers and problem solvers ready to face future challenges. This transformation is not just a change in methods but an educational investment aimed at building competitive human resources in the global era.
Abstract:Efficient queue management is a major challenge in public services, including in Cibeunying District. Traditional manual systems often lead to unorganized queues, long waiting times, and public dissatisfaction. This study…
y aims to design and implement a more modern and structured technology-based queue numbering system. The system is designed as a web-based application that allows users to take queue numbers directly on-site or via mobile devices. Additionally, the system is equipped with an automatic call feature, where if a number is not present after two calls, the next number is automatically called. The implementation results show that this system can improve service efficiency, reduce waiting times, and provide a more convenient experience for the community. With this system, the Cibeunying District can significantly optimize the quality of its public services.
Abstract:Citra Teluk Sibayan Hot Springs is the first geothermal hot spring in Batubara Regency. The hot spring has gained recognition among the public and faces challenges in managing its canteen and lodges. The community service…
e program aims to enhance service quality through digital transformation. The initiative is based on the need to improve operational efficiency and visitor satisfaction through technology. The method of the program consists of three phases: first, a needs analysis and design of a digital system for food ordering and lodge management. Second, the implementation of technology, including the development of an application, integration of a payment system, and installation of hardware. Third, staff training to ensure effective use of the system. The initial results of the program show improved record-keeping of canteen sales and visitor satisfaction. The digital payment system accelerates transactions, reduces errors, and streamlines sales tracking. Positive feedback from visitors and staff indicates a better experience and the potential for increased revenue. This program is expected to serve as a successful model for the application of digital technology in managing tourism facilities.
Abstract:The purpose of this research is to determine the effect of using the Group Investigation model on the ability to write book reviews at XIth Class of SMK Taman Siswa Suka Damai. The population in this study are all XIth class…
lass students, totaling 127 students. The sample in this research is XIth class Accounting which are taken using a simple random sampling technique totaling 22 students. The data collection technique uses a performance test in writing a book review. Based on the research results, at the pretest the average score obtained was 66.1 and at the posttest 90.31. The significant value obtained is greater than ttable, namely tcount > ttable, namely 80.7>1.68 and 80.7>2.41. This proves that Ho is rejected and Ha is accepted, namely that there is a significant influence from the use of the Group Investigation model on the ability to write book reviews in class.
Abstract:This study examines the development of the Rammang-Rammang karst landscape in Maros Regency, South Sulawesi, into a prominent ecotourism destination, through an anthropological perspective. Utilizing qualitative methods—including…
��including in-depth interviews, participant observation, and focus group discussions—this research explores how the local community navigates the rapid shift from a traditional agrarian and riverine lifestyle to a tourism-based economy. Anthropological analysis reveals that while ecotourism provides alternative livelihoods and fosters local pride, it also introduces challenges regarding cultural commodification, shifts in communal values, and spatial contestation. The findings indicate that the local community exercises significant agency by integrating their ancestral kinship networks (siri’ na pacce) into modern tourism management. This cultural adaptation serves as a mechanism for community resilience, ensuring that external commercial pressures do not fully erode local identity. This study concludes that sustainable tourism development in heritage sites like Rammang-Rammang depends on recognizing local communities not merely as stakeholders, but as active cultural custodians of the karst landscape
Abstract:Bidang Pengendalian Pencemaran dan Kerusakan Lingkungan (PPKL) Dinas Lingkungan Hidup Kota Jambi masih melakukan pelaporan kegiatan harian secara manual sehingga kurang efektif dan berisiko menimbulkan keterlambatan serta…
a kesalahan data. Penelitian ini bertujuan merancang Sistem Informasi Laporan Kegiatan Harian berbasis website untuk mendukung pengelolaan laporan secara lebih efektif. Metode yang digunakan meliputi observasi, wawancara, studi pustaka, serta pengembangan sistem menggunakan metode Waterfall. Hasil penelitian menunjukkan bahwa sistem yang dirancang mampu mempermudah pengelolaan laporan, monitoring kegiatan, serta penyusunan data secara lebih cepat, akurat, dan terstruktur.
The Pollution and Environmental Damage Control Division (PPKL) of the Jambi City Environmental Agency still manages daily activity reports manually, resulting in inefficiencies and increasing the risk of delays and data errors. This study aimed to design a web-based Daily Activity Reporting Information System to improve the effectiveness of report management. Data were collected through observation, interviews, and literature review, while the system was developed using the Waterfall method. The results show that the proposed system facilitates report management, activity monitoring, and data processing in a faster, more accurate, and structured manner.
Abstract:Pemerataan pelayanan kesehatan di wilayah terpencil masih menjadi tantangan utama dalam pembangunan kesehatan di Indonesia, khususnya di Provinsi Papua Selatan yang memiliki karakteristik geografis, sosial, dan budaya yang…
ng kompleks. Kondisi tersebut menuntut adanya formulasi kebijakan kesehatan yang adaptif dan berbasis karakteristik wilayah agar mampu meningkatkan akses dan kualitas pelayanan kesehatan. Penelitian ini bertujuan menganalisis proses formulasi kebijakan kesehatan berbasis karakteristik wilayah terpencil di Papua Selatan serta merumuskan model kebijakan yang sesuai dengan kebutuhan masyarakat. Penelitian menggunakan pendekatan kualitatif dengan desain studi kasus. Informan dipilih secara purposive sampling yang terdiri atas pejabat Dinas Kesehatan, Bappeda, kepala puskesmas, tenaga kesehatan, tokoh masyarakat, dan tokoh adat. Data dikumpulkan melalui wawancara mendalam, observasi, dan studi dokumentasi, kemudian dianalisis menggunakan model interaktif Miles, Huberman, dan Saldaña. Hasil penelitian menunjukkan bahwa formulasi kebijakan kesehatan masih menghadapi berbagai kendala, meliputi keterbatasan akses geografis, distribusi tenaga kesehatan yang belum merata, keterbatasan sarana dan prasarana, serta belum optimalnya koordinasi lintas sektor dan pelibatan masyarakat dalam penyusunan kebijakan. Proses formulasi kebijakan masih didominasi oleh pendekatan administratif sehingga belum sepenuhnya mengakomodasi karakteristik lokal. Penelitian ini menghasilkan model formulasi kebijakan kesehatan berbasis karakteristik wilayah terpencil yang menekankan lima komponen utama, yaitu identifikasi kebutuhan masyarakat, analisis karakteristik geografis dan sosial budaya, analisis kapasitas sumber daya kesehatan, kolaborasi multipihak, dan penyusunan kebijakan berbasis bukti (evidence-based policy). Model tersebut diharapkan menjadi acuan bagi pemerintah daerah dalam merumuskan kebijakan kesehatan yang lebih adaptif, partisipatif, dan berkelanjutan guna meningkatkan pemerataan akses pelayanan kesehatan di Papua Selatan.