The use of the Internet of Things (IoT) has been growing, starting from industry, education, to everyday life. Using the concept of the Internet of Things (IoT) can make it easier to solve various kinds of problems that develop in human life. One of the problems is noise, noise can interfere with human activities. Departing from this problem, the Internet of Thing (IoT) concept is used in place…
Penelitian ini bertujuan untuk membangun framework dalam mengidentifikasi kepribadian seseorang berdasarkan analisis tulisan tangan (grafologi). Meskipun telah banyak dikembangkan berbagai model dan pendekatan dalam penelitian yang berhubungan dengan otomatisasi grafologi, namun masih terdapat kendala yang dihadapi hingga saat ini seperti: pemilihan teknik-teknik pre-processing, algoritma pengo…
The ever-increasing number of vehicle users makes traffic congestion one of the major problems to be overcome. Services provided by Intelligent Transportation Systems (ITS) can help solve traffic congestion problems. Smart transportation systems are an important part of smart cities by focusing on lane optimization, traffic lights, and congestion detection. The optimal model is obtained using c…
The system for determining the best path is included in the concept of Smart Transportation where the city that applies the concept is called a Smart City. This study uses the You Only Look Once version 8 (YOLOv8) algorithm to calculate the number of vehicles based on CCTV footage, One Dimensional Convolutional Neural Network optimized with Bayesian Optimization (1DCNN-BO) to predict road densi…
Clutering adalah cara mengklasifikasikan data mentah secara sederhana dan mencari pola tersembunyi yang mungkin terdapat dalam dataset K-means, yakni algoritma pengelompokan tipikal dalam data mining dan banyak digunakan untuk pengelompokkan data dengan jumlah yang besar. Pada Penelitian menggunakan dataset Rabbitmq pada sistem Blockchain yang memiliki 3 Clustering data Rabbitmq yaitu Warning, …
Lembaga Pendidikan Mengemudi Swadaya is an institution that provides training courses on driving four-wheeled vehicles. In the data management process lembaga Swadaya recording customers, instructors, transactions, schedules manually and storing them in a data book, causing problems and several problems, namely, frequent data loss and slow data management. Therefore, to overcome these obstacles…
This research is motivated by difficulties in managing financial data on CV. Mulya Jaya Utama. This resulted in a slow presentation of financial reports because they were still managing and recapitulating financial data manually. To overcome this, this research produces a web-based company financial data management application that can facilitate the management and reporting of company financia…
Kepadatan lalu lintas telah menjadi permasalahan umum dalam sistem transportasi, hal tersebut dapat menyebabkan laju kendaraan harus terhenti karena kemacetan akibat kepadatan lalu lintas. Penelitian ini membuat model simulasi dengan menggunakan teknologi Vehicular Ad-Hoc Networks (VANETs) sebagai sistem manajemen lalu lintas yang bertujuan untuk mendukung komunikasi antar kendaraan dengan pert…
The development of science and technology provides an opportunity for companies to innovate and change the manual procurement system into a website based procurement system CV. Gemilang Utama Ekspress still procures goods and services by recording and storing data in workbooks. This results in the risk of loss or damage to data, calculation errors, and difficulties in making reports. Therefore,…
The aim of this study is to perform the localization of pre-cervical cancer images using Convolutional Neural Network (CNN) method and guided backpropagation visualization. The pre-cervical cancer image data is evaluated with various CNN models that implement the second type of data augmentation. The research findings show that the CervicoNet model with epoch 200, learning rate 10-3 , and batch…
One of the processes in raising chickens to achieve quality production results is by controlling the temperature of the coop space regularly. The temperature of the cage room must be controlled as best as possible so that the chicken's body temperature is maintained even when it rains. To help make it easier for breeders to monitor and control conditions in the coop, a temperature and humidity …
Seiring perkembangan teknilogi informasi semakin bertambah dan dapat menimbulkan dampak terharap sistem informasi akuntansi perusahaan pengolahan dan berubah dari sistem manual menjadi sistem aplikasi dapat memudahkan baian keuangan perusahaan dalam mengelola data keuangan menjadi gaji PT.sarwa karya wiguna proses perhitungan gaji karyawannya mengguanakn sistem manual sehingga terjadi kesalahan…
Teknologi komputer yang kompleks dan canggih sangat membantu dalam pengambilan keputusan, termasuk dalam memilih siswa terbaik di sekolah. SMA N 4 OKU saat ini hanya menggunakan nilai rapor sebagai kriteria utama dalam memilih siswa terbaik. Namun, sebenarnya ada banyak aspek lain yang juga perlu dipertimbangkan, seperti absensi, nilai kepribadian, kegiatan ekstrakurikuler, prestasi, dan nilai …
Load balancing is a technique used in a network environment to distribute traffic evenly and efficiently among multiple servers. Nginx is a popular web server and reverse proxy for implementing load balancing. Docker, on the other hand, is a platform that allows developers to package, distribute, and run applications in containers. This study aims to implement load balancing using the Nginx web…
The development of science and technology provides guidance to change the manual tuition payment system to become a website-based payment. TK Islam Asmaul Husna Tanjung Enim manages tuition payments manually by recording tuition payments data using a book which caused errors in recording and calculating tuition payments. Therefore, the author aims to build a tuition payment application for TK I…
Advances in Information Technology are very fast in line with the increasing demands of the Times that are always needed in everyday life. The system used at this time is not optimal because it still uses a manual that is written in books and Microsoft Excel. This results in a high risk of drug data loss. Therefore, the main purpose of this application is to produce reports on drug supplies by …
Salah satu hal yang dapat menunjang kualitas pelayanan dalam suatu restoan adalah proses pemesanan (order). Proses pemesanan yang banyak digunakan oleh restoran adalah sistem order secara manual. Studio 12 yang berlokasi di Kota Palembang masih menggunakan cara pengerjaan manual dalam pelayanannya, sehingga restoran ini menggunakan sistem order secara manual untuk proses pemesanan makanan dan m…
In developing applications, a good database is needed to store data from an application. Data availability and security must be guaranteed by the database developer. Users also need to know what their data is used for by the application. Blockchain provides all the previous features, starting from decentralized, which means the application runs user-to-user, which means that ongoing activities …
DDoS assaults pose a serious threat to enterprises, inflicting damage and disruption, thus improving the speed and accuracy of DDoS detection and mitigation is critical. The combination of Network Behavior Analysis (NBA) with the algorithms K-Nearest Neighbor (KNN) and Naive Bayes (NB) was evaluated to detect DDoS attacks (Distributed Denial of Service). Using the CICDDoS2019 dataset, KNN was f…
Skripsi ini membahas penerapan knowledge management system dengan konsep gamification sebagai sarana untuk membantu Mentor dan Mentee dalam kegiatan internship Merdeka Belajar Kampus Merdeka (MBKM) yang diselenggarakan oleh Kemendikbudristek RI di PT. Hashmicro Solusi Indonesia. Penelitian ini melibatkan 5 Mentee dan 1 Mentor sebagai pengguna sistem selama program internship berlangsung. Dalam …
The aim of this study is to classify cervicalpre cancer images using Convolutional Neural Network (CNN) method. The dataset of cervical precancer images was evaluated using various CNN models that implemented data augmentation of the second type. The research findings indicate that the CervicoNet model with 200 epochs, a learning rate of 10-3, and a batch size of 32 achieved the best accuracy o…
Android is the most popular mobile software platform across the globe. The worldwide app downloads reached 352.9 billion in 2021. However, it still faces serious security threats due to its open-source nature. Android is susceptible to various malware variants that are packaged within APK (Android Package Kit) files and have permissions for SMS (Short Message Service). SMS is a technology used …
This study presents and analyzes deep learning techniques to classify abnormalities in fetal heart images. This research compares four convolutional neural network (CNN) architectures to choose the best architecture with satisfactory results, and performs visualization using the Saliency Map method to provide insight regarding the part of the image that plays a role in the classification proces…
The development of information technology which grow rapidly nowadays, allows their user to do work more effective and efficient. in carry out its water sampling report activity, PERUMDA Tirta Musi still using multiple steps which requires employee to record every sampling activity by the report paper, then admin need to input the report paper into excel and database. therefore, this study aims…
ABSTRAK ANALISIS TRADING HARGA EMAS DIGITAL MENGGUNAKAN METODE BUY OPEN MARKET (BOM) Henny Pratiwi (09011281520129) Program Sistem Komputer, Fakultas Ilmu Komputer, Universitas Sriwijaya Email : hpratiwiyunus@gmail.com Perdagangan yang dilakukan secara online menggunakan ilmu teknologi mengenai harga emas digital atau dikenal dengan trading gold online merupakan transaksi jual-beli harga emas d…
SQL Injection is a hacking attack that is carried out by abusing the security gaps in the SQL layer on a data-based application, Sql Injections is a serious threat to the security of a website. The data set used in this study is CIC-IDS2018 from the Canadian Institute of Cybersecurity. This study discussed the application of the Random forest classifier on the Naive Bayes method to recognize pa…
This research was developed for the purpose of making it easier to apply fertilizer without touching plants with human hands. This research utilizes a technology called microcontroller esp32 as a component control center, namely the DHT11 Sensor as a means of detecting humidity and temperature when the green vine lacks water, button as a wifi component for on of watering. Then esp32 will proces…
The content is a research summary about the process of examining the contents of the uterus using Ultrasonography (USG) conducted by doctors. USG is a device that utilizes high-frequency sound waves to produce video images used by experts to identify vital objects within the uterus. The resulting USG images are used for this particular research, which utilizes Convolutional Neural Network techn…
Quality Assurance is a term that refers to an evaluation process that includes monitoring and guaranteeing the quality of something, one of which is Recognition of Past Learning (RPL). In this case RPL is one of the educational pathways at Sriwijaya University in the Engineer Professional Study Program (PSSPI). This study aims to produce a product testing application for RPL student assessment …