Gadang Berlian Ltd., a private property company, enables ICT onto its business process. One of which takes form of website that is used by the General Manager to do managerial tasks. The website is implemented during its early stages of software development. The developer had not involve the users during the website development, therefore user needs was not taken into account despite the tasks …
Kemacetan lalu lintas diakibatkan oleh ketidakmampuan jalan untuk menangani arus lalu lintas yang datang. Oleh karena itu, dibutuhkan metode untuk mendeteksi jumlah kendaraan pada setiap simpang lalu lintas dan pengendali lampu lalu lintas guna mengurangi kemacetan. Pada penelitian ini akan mengembangkan teknologi sistem yang dapat mengontrol lampu lalu lintas di persimpangan dan menyesuaikan d…
Distributed Denial-of-Service (DDoS) attacks pose a serious threat to computer network infrastructures. Apache Spark, as a popular distributed data processing platform, requires effective methods to classify DDoS attacks on Apache Spark in order to enhance system security. In this research, we propose a classification approach using the Long-Short Term Memory (LSTM) method, data preprocessing w…
The attacks or threats faced by internet users today have various types of attacks. These attacks are attacks in the form of phishing, malware, spyware, and ransomware. One of the most effective means of cyber attack carried out by attackers is by using URLs. URL (Uniform Resource Locator) is an address used to find the location of a file on the Internet. This makes URLs used as a method for ca…
Akses teknologi informasi dan komunikasi tidak dapat dipungkiri sangat mudah didapat dari berbagai sumber, seperti pengambilan gambar atau citra pada telepon genggam. Citra yang dihasilkan oleh telepon genggam tidak sedikit yang hasilnya kurang baik kualitasnya. Citra yang mengalami penurunan mutu menjadi lebih sulit diinterpretasikan karena informasi yang disampaikan oleh citra tersebut kurang…
Attendance system is an activity carried out in every institution such as offices and education. With this attendance system, it can improve discipline for everyone and for the agency itself. In this attendance system, the problem that often occurs is the problem of collecting attendance data, where the employee attendance system is still using fingerprints or signature forms. This study uses a…
The purpose of writing this Final Report is to create an Inventory Information System At Gunung Merah Shop based on website. In processing data items, the shop rely on the ability of the cashier to record items that go in and out of his business unit, multitasking work like this can disrupt work efficiency so errors can occur at the cashier when recording goods. Therefore, an application is nee…
Collaborative text editor systems are widely used to allow users to edit the same document simultaneously. YATA CRDT (Yet Another Transformation Approach Conflict-free Replicated Data Types) is an approach that can be implemented in these systems to ensure consistency across a large number of replicas. In YATA CRDT, the garbage collection mechanism can be a solution to the problem of the use of…
Room security is a very important thing to pay attention to and to create that security there are many things we can do, one of which is the use of technology to maintain security. This project aims to design a Face Safety Door Scanning tool or called Face Recognition by utilizing the ESP-32 CAM and DoorLock. ESP-32 CAM can scan faces using the Face Recognition method so that doors can be opene…
he Indonesian government has been making efforts to adopt the use of information technology to improve facilities and infrastructure in the fields of science and information technology, both at the central and local government levels. The way users respond to new technology will affect how optimally the technology is utilized and will impact the overall performance of the organization. Therefor…
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…