Proses rekrutmen tenaga kesehatan di Rumah Sakit Islam Ar-Rasyid Palembang masih dilakukan secara manual, menyebabkan inefisiensi dalam manajemen data pelamar, penjadwalan wawancara, dan komunikasi. Penelitian ini merancang aplikasi open recruitment berbasis web dengan mengintegrasikan algoritma round-robin untuk penjadwalan otomatis dan modul CV parsing berbasis natural language processing (NLP). Metode pengembangan menggunakan Software Development Life Cycle (SDLC) model Waterfall dengan tahapan analisis kebutuhan, perancangan, implementasi (Laravel & MySQL), dan pengujian black-box. Hasil implementasi ini menunjukkan sistem berhasil mengurangi waktu rekrutmen hingga 50% serta dapat meningkatkan akurasi manajemen data pelamar. Aplikasi ini memenuhi standar Kepmenkes No. 123/2022 tentang Sistem Informasi Rumah Sakit.

Single-candidate regional elections have recently attracted significant attention, as previous regulations did not adequately address scenarios where fewer than two candidate pairs were running. The 2018 Makassar mayoral election, where the "Empty Box" (Kotak Kosong) emerged victorious against a single candidate, highlights a critical constitutional issue: whether such an outcome is consistent with the principles of democratic electoral integrity. In elections featuring only one candidate pair, the ballot contains two columns—one with the candidate's photo and name, and the other left blank. The constitutionality of allowing the "Empty Box" to win in such circumstances poses significant questions about the fairness of the electoral process and the safeguarding of citizens' constitutional rights. This research critically examines the legal implications of this electoral anomaly and explores the necessity for clear legislative frameworks governing single-candidate elections. The case offers important lessons for Indonesia’s political and electoral systems, emphasizing the need for constitutional and electoral reforms to protect citizens' rights—both the right to vote and the right to be elected—even when only one candidate is on the ballot. Furthermore, it underscores the urgency of political education for both political parties and the electorate to foster a more informed political culture. By analyzing the legal precedents, constitutional principles, and broader implications, this study contributes to the discourse on electoral reform, ensuring that Indonesia’s electoral system remains robust, fair, and reflective of democratic values.

Early marriage is a significant social problem in Indonesia, including in Cilengkrang District, Bandung Regency. In an effort to address this problem, the Indonesian government issued Law Number 16 of 2019 which sets the minimum age of marriage to 19 years for both men and women. Community service in socializing this law in Cilengkrang Sub-district aims to increase community understanding and compliance with the regulation. The program involves various educational activities, such as counseling, group discussions, and training for community leaders and educators. The methods used include direct approaches through village meetings and indirect methods through social and print media. The results showed that the involvement of community leaders and religious leaders was very effective in conveying messages and reducing resistance to legal change. The main challenges faced were changing entrenched mindsets and problems accessing information in remote areas. Recommendations to improve the effectiveness of this program include increasing the involvement of community leaders, optimizing the use of media, continuous training, inter-agency cooperation, periodic evaluation, and a culturally sensitive approach. With the implementation of these recommendations, it is expected that the socialization of the marriage age limit law in Cilengkrang Sub-district can be more effective, reduce the number of early marriages, and create an environment that supports the optimal development of children and improves the overall welfare of the community.

Currently, the SLF is a requirement for evaluating the administrative and technical suitability of the building. The growth of industries has led to the government requiring the publication of SLF in order to legalize a business or structure, particularly those engaged in the sale of buildings or the provision of building amenities. In the company DPD REI SUMATERA NORTH, SLF (Certificate of Laik Function) is a phenomenon that this study aims to explore and explain. The author also emphasizes the effect of the worth and effectiveness of SLF's publication on the research locus. This study employed a case study approach to qualitative research as its methodology. Researchers seek for literature pertinent to research concerns as part of their data gathering procedures. from books, theses, journals, research essays, and research reports. The researchers in this study used Scopus, Google Scholar, and other sources to cite earlier journals. According to the study's findings, the issuing of the SLF (Laik Function Certificate) had a favorable effect on the worth and productivity of the business DPD REI SUMATERA NORTH. This offers convenience and a fulfilling employment so it can draw in investors and the general public to enhance marketing. The SLF's release is an urgent matter for a firm to address in order to raise quality and have a favorable effect on the economy and revenue.

This research analyzes the impact of the multinational company Samsung Electronics Co., Ltd.  Against national income in Indonesia.  Using secondary research methods, data from various sources, including the Central Statistics Agency, Samsung’s financial reports, market studies,and previous academic research, was analyzed to understand Samsung’s contribution to the Indonesian economy.  The analysis results show that Samsung’s presence has made a significant contribution to Indonesia’s economic growth through foreign direct investment, jobcreation, increased exports and tax contributions.  Apart from that, positive impacts are also felt through the development of supporting industries, increasing human resource capacity, and support for the MSME sector.  However, it is also necessary to pay attention to negative impacts such as unhealthy competition and the potential for market domination.  Therefore, appropriate regulatory and supervisory measures are  needed to maximize the positive impact and minimize the negative impact of Samsung’s presence.  Overall, Samsung’s role in driving the  Indonesian economy to wards more advanced and sustainable grow this very significant.  Collaboration between companies, government and society needs to be improved to ensure the benefits are felt fairly and sustainably.

Dalam dunia komputasi awan yang semakin berkembang, ancaman serangan Distributed Denial of Service (DDoS) menjadi isu yang sangat krusial. Penelitian ini bertujuan untuk mengembangkan dan mengimplementasikan model prediksi serangan DDoS menggunakan algoritma Random Forest dan analisis perilaku jaringan. Dataset CICIDS2017 digunakan sebagai sumber data utama untuk melatih dan menguji model prediksi yang dikembangkan. Pemilihan algoritma Random Forest didasarkan pada kemampuannya yang tinggi dalam menangani data besar dan kompleks serta kemampuannya dalam mengenali pola anomali yang sering menjadi indikasi serangan siber. Hasil pengujian menunjukkan bahwa model ini mencapai akurasi yang signifikan dengan precision sebesar 97,8%, recall sebesar 98,2%, dan F1-score sebesar 98,0%. Analisis perilaku jaringan yang diterapkan, melibatkan fitur-fitur dinamis seperti waktu antar paket (Inter-Arrival Time/IAT), ukuran rata-rata segmen, dan jumlah paket per detik, yang terbukti efektif dalam meningkatkan kemampuan deteksi model. Implementasi model dalam lingkungan komputasi awan menunjukkan bahwa metode ini dapat diintegrasikan dengan sistem deteksi intrusi (Intrusion Detection Systems/IDS) yang sudah ada untuk memberikan lapisan perlindungan tambahan terhadap serangan DDoS. Berdasarkan hasil yang diperoleh, penelitian ini merekomendasikan penggunaan kombinasi algoritma Random Forest dan analisis perilaku jaringan sebagai solusi yang efektif untuk mendeteksi serangan DDoS dalam lingkungan komputasi awan. Penelitian lanjutan disarankan untuk mengembangkan dan menguji model dengan dataset yang lebih beragam serta mengoptimalkan algoritma untuk meningkatkan performa deteksi.
 
Kata kunci: Random Forest, DDoS, Cloud Computing

Cocoa is a plantation crop that has a high contribution to the Indonesian economy through export activities. The large number of people interested in processed cocoa products means that demand for cocoa is increasing every year. The aim of the research carried out was to measure and see the level of comparative competitiveness of Indonesian cocoa in the main importing country, namely Malaysia. This research was conducted from March 2024 to April 2024. This research uses secondary data in the form of panel data for the period 2013-2022. The method used is Revealed Comparative Advantage (RCA) to measure and determine the level of competitiveness of Indonesian cocoa's comparative advantage. The research results show that Indonesian cocoa in the Malaysian market has strong competitiveness with an average RCA value of 2.61197. This also shows that Indonesian cocoa can compete in the global market by continuing to develop both technology and information.

One of the main challenges faced by workers in the palm oil industry is routine health monitoring. Therefore, innovation is needed in the form of health monitoring tools that can facilitate and increase the efficiency of employee health monitoring. The Internet of Things (IoT) has become an increasingly popular solution to overcome these challenges. The use of this technology is expected to increase employee health resilience, detect potential health problems early, and provide a quick response to health conditions that require medical attention.

Pulau Rantau Village is one of the villages under the working area of ??Tanah Grogot District. Community Service by providing material related to TQM so that village employees are able to carry out their duties and responsibilities well, namely by providing maximum service to every community who needs services at the village office. The target of implementing this activity is all employees at the Pulau Rantau Village Office, Tanah Grogot District, with the material of Implementing TQM in Improving the Quality of Excellent Service carried out through lecture and question and answer discussion methods. In this activity, the importance of cooperation between all village officials in providing services to the community is also conveyed, so that excellent quality service and satisfaction is felt by every community member who receives services at the village office.

Culinary business is an economic sector that continues to grow, especially in the food business made from Tahu Walik. This study aims to explore and analyze the development potential of Tahu Walik culinary businesses through an entrepreneurial approach. Data were collected through in-depth interviews with business owners and direct observation at the business location related to marketing and management strategies that have been implemented. The results showed that the entrepreneurial approach plays an important role in the development of the Tahu Walik culinary business. In addition, there is the potential and uniqueness of Tahu Walik as a culinary product as well as supporting factors and obstacles in the implementation of the Tahu Walik culinary business. By utilizing the potential and uniqueness of the product and overcoming existing obstacles, the Tahu Walik industry can continue to grow and contribute to the preservation of Indonesia's culinary culture and the country's economic growth.