Indonesia, as an archipelagic country, continues to strive to increase national fisheries production through technological transformation, one of which is the development of Floating Net Cages (KJA). However, conventional KJA systems remain vulnerable to changes in water quality due to environmental dynamics. To address this issue, this study developed an autonomous KJA system integrated with s…
Dalam era digital yang terus berkembang, efisiensi dalam penyediaan dan pengelolaan infrastruktur aplikasi menjadi aspek krusial, terutama pada lingkungan private cloud. Penelitian ini bertujuan untuk menganalisis perbedaan efisiensi antara metode manual dan automasi dalam proses provisioning infrastruktur pengembangan aplikasi berbasis Proxmox Virtual Environment (PVE). Automasi dilakukan meng…
Sistem presidensial memisahkan antara eksekutif dan legislatif secara jelas, namun memiliki wewenang dan fungsi yang beririsan. Cabang kekuasaan harus saling mengawasi dan mengimbangi satu sama lain untuk mencegah adanya absolutisme kekuasaan dari salah satu cabang kekuasaan. Semangat reformasi dan amandemen UUD 1945 yang mengutamakan kesetaraan, termasuk kesetaraan diantara lembaga-lembaga neg…
Bima+ is an application that operates in the field of digital services for users of the Tri cellular operator. With various internet package options, promos, and rewards from points offered in the Bima+ application. But unfortunately, this application still has shortcomings, one of which is a significant price increase. However, signal quality that is not yet optimal becomes one of the obstacle…
Bstation known as Bilibili is a video streaming platform that provides anime, movies, dramas and user-generated content. The popularity of Bstatioon among anime enthusiasts is quite high because it offers legal acces to various anime series. However, the application still faces several user compalaints in Playstore reviews. This is reflected in Bstation’s rating on the Playstore, which only r…
This study aims to evaluate the level of user loyalty toward the DANA application using the Net Promoter Score (NPS) method. In an era of rapid digital transformation, digital wallet applications have emerged as a primary solution for conducting practical and efficient financial transactions. The research employs a quantitative approach through questionnaires distributed to 207 active DANA user…
Accurate prediction of Gross Domestic Product (GDP) growth is essential for guiding effective economic policymaking in Indonesia. This study proposes a hybrid forecasting approach that integrates fuzzy logic and machine learning to improve the accuracy of GDP growth prediction. Using annual macroeconomic data from 1970 to 2023, we developed 19 input features, combining numerical indicators with…
Sungsang’s Waters area is located in Sungsang, Banyuasin II, Banyuasin Regency, South Sumatra is an estuarine waters where most of the people work as fishermen. The many activities of the population cause the influx of heavy metal waste that can accumulate and harm aquatic biota and consumers. Mercury (Hg) that accumulates in fish eaten by humans can cause health problems and can be detected …
The ICMPv6 "Packet TOO BIG" flooding attack presents a significant threat to IPv6 network security, especially when leveraging vulnerabilities in the EUI-64-based automatic address configuration and the Privacy Extension feature. In this type of attack, a single fixed source is used to send a high volume of malicious ICMPv6 packets to multiple destination addresses that share a similar address …
Unemployment is a major global issue with significant socioeconomic impacts, including reduced individual well-being, increased inequality, and weakened economic stability. For Indonesia, as the largest economy in Southeast Asia, understanding the determinants of unemployment and developing reliable forecasting methods are crucial for effective policymaking. This study proposes a two-stage hybr…
SMA Negeri 2 Sungai Lilin masih mengelola perpustakaan secara manual, yang menyebabkan pencatatan data kurang efisien, proses peminjaman lambat, dan akses informasi terbatas. Penelitian ini bertujuan merancang sistem perpustakaan digital berbasis website menggunakan metode Rapid Application Development (RAD). Metode ini dipilih karena pendekatan iteratif dan keterlibatan pengguna yang tinggi, m…
Kualitas air merupakan faktor penting dalam budidaya ikan karena berpengaruh langsung terhadap laju pertumbuhan dan kelangsungan hidup ikan. Penelitian ini bertujuan untuk menganalisis pengaruh parameter kualitas air terhadap pertumbuhan ikan pada sistem akuaponik berbasis Internet of Things menggunakan algoritma Random Forest. Data diperoleh dari lima kolam akuaponik dengan pemantauan otomatis…
Kualitas udara merupakan faktor krusial yang memengaruhi kesehatan manusia dan keberlangsungan lingkungan. Peningkatan polusi akibat aktivitas manusia seperti industri dan transportasi mendorong perlunya pemantauan kualitas udara yang efektif dan real-time. Penelitian ini bertujuan untuk mengembangkan model prediksi Indeks Kualitas Udara (AQI) berbasis algoritma Random Forest menggunakan data k…
This research aims to address the challenges in managing inpatient financial data at the Pematang Panggang IV Public Health Center, where manual processes lead to slow data access, a high risk of errors in cost calculation, and difficulties in preparing timely revenue reports. To overcome these issues, a web-based inpatient financial data processing application was developed using PHP and MySQL…
Cervical cancer is one of the leading causes of death in women worldwide, so early detection of precancerous lesions is crucial to reduce mortality. Conventional screening methods such as VIA and Pap Smear still have limited accuracy and risk producing false positives and false negatives. This study aims to develop a deep learning-based cervical image segmentation model using the You Only Look …
Penelitian ini bertujuan untuk menganalisis kontribusi knowledge management terhadap keunggulan kompetitif melalui peningkatan kinerja karyawan pada PT OKI Pulp and Paper. Penelitian ini membahas optimalisasi strategi knowledge management dalam meningkatkan kinerja karyawan guna mencapai keunggulan kompetitif di PT. OKI Pulp and Paper, dengan fokus pada hambatan dalam dokumentasi pengetahuan, k…
Brand Erspo, as a local apparel that collaborated with PSSI for the Indonesian national team jersey in 2025, faced high expectations from the public which triggered various sentiments on social media. This research aims to analyze the sentiment of Twitter social media users towards the Indonesian national team home jersey made by Erspo brand to evaluate product acceptance and identify areas of …
A website is an important tool for disseminating information and providing digital services. Graha Teknologi Sriwijaya, as a center for innovation and technology in South Sumatra, has an official website that serves as a medium for communication, promotion, and information. However, it is not yet known how users experience the website. This study aims to evaluate the user experience on the Grah…
The advancement of digital technology has driven the emergence of various financial service applications, including Wondr by BNI, the latest mobile banking app from Bank Negara Indonesia. This study aims to analyze user sentiment toward the application using the Naïve Bayes classification method. A total of 4,970 user reviews from Google Play Store were analyzed following the CRISP-DM framewor…
Customer churn, or the loss of customers, is a major challenge in the banking industry as it can lead to significant financial losses. This study aims to segment customers based on characteristics that influence churn risk using the K-Means algorithm. The data used is secondary data consisting of a bank customer churn dataset with 9,763 records obtained from the Kaggle platform, processed follo…
The advancement of information technology has driven the development of various mobile applications that facilitate the public in accessing information. One of the important applications in Indonesia is Info BMKG, which provides information related to weather, earthquakes, and climate from the Meteorology, Climatology, and Geophysics Agency (BMKG). Given its vital function, user reviews of this…
Pelanggaran lalu lintas, khususnya pelanggaran melawan arus lalu lintas, merupakan permasalahan yang sering terjadi di kota besar seperti Palembang dan berpotensi menyebabkan kecelakaan lalu lintas. Penelitian ini bertujuan untuk mendeteksi kendaraan yang melakukan pelanggaran melawan arus lalu lintas serta mengukur tingkat pelanggaran berdasarkan data hasil deteksi. Proses deteksi objek kendar…
This research aims to develop an anti-traffic violation detection system by utilizing a combination of YOLOV8 algorithm used to detect vehicles from traffic video footage and SVM used to classify the violation level into three categories: low, medium, and high. The dataset used consists of 7,412 vehicle images for the YOLO model. For SVM, a reference table of 160 rows will be provided as traini…
The development of information technology has driven the transformation of library services toward digital platforms, one of which is the Digital Library Universitas Sriwijaya website. This service is designed to provide fast, easy, and flexible access to academic resources. However, the success of digital services is not solely determined by the completeness of the content but also by the user…
The development of Internet of Things (IoT) technology has led to the widespread adoption of smart home devices. However, their connection to the internet also makes them vulnerable to cyberattacks, particularly Distributed Denial of Service (DDoS) attacks. This study aims to implement and evaluate the Random Forest algorithm in detecting DDoS attacks on smart home network environments. The dat…
Based on a survey conducted by Insight Asia (2023) and reported through databoks.katadata.co.id, one of the most widely used digital wallet applications by Indonesians is OVO (70%), Dana (61%), ShopeePay (60%), and LinkAja! (27%). Although OVO is one of the digital wallet apps with the largest number of users in Indonesia, it has received a fairly low rating and some negative reviews on the Goo…
The rapid development of smart home technology presents new challenges in terms of cybersecurity, particularly against Distributed Denial of Service (DDoS) attacks. This study aims to detect DDoS attacks in smart home networks using the Naïve Bayes algorithm. The dataset used is the COMNETS SMARTHOME dataset in .pcap format, which was converted to .csv using CiCFlowMeter on a Windows environme…
Malicious URLs are often used in cyber attacks, especially in an attempt to steal sensitive information, spread malware or commit online fraud. Cybercriminals will usually spread these attacks through fake advertisements, email spam and various other ways to attract victims' attention. There are various ways to prevent these attacks from continuing to occur. This research proposes an innovative…
Food price inflation is an important economic indicator that can affect the social and economic stability of a country. This study aims to develop a model for predicting food price inflation in Indonesia using a machine learning approach based on multivariate time series. The data used includes monthly inflation variables as well as market price index data such as opening (open), highest (high)…
Cloud computing offers flexibility in managing IT resources, particularly through auto-scaling mechanisms that automatically adjust capacity based on workload. In private cloud environments, auto-scaling plays a crucial role in maintaining service availability while minimizing resource waste. However, its effectiveness relies heavily on the system’s ability to accurately predict future worklo…