The ability to predict patterns of Cardiac Arrest with high accuracy can significantly contribute to more effective prevention and treatment. This research focuses on predicting patterns of Cardiac Arrest based on eight vital sign data using Recurrent Neural Network (RNN) methods with LSTM and Bi-LSTM architectures. In order to address the issue of imbalanced data, undersampling techniques and …
Sentiment analysis is a fundamental task in Natural Language Processing (NLP). Social media is designed to enable people to share content quickly through electronic tools. People can openly express their minded on social media sites like Twitter, which later can be shared with others. During the recent COVID-19 outbreak, public opinion analytics provided useful information for determining the b…
Dalam membangun Knowledge Management System (KMS) pada Kantor Urusan Agama (KUA) Kecamatan Prabumulih Timur Kota Prabumulih, penulis mencoba menerapkan metode Knowledge Management System Life Cycle (KMSLC) yang dikenalkan oleh (Awad and Ghazairi 2010) yang di implementasikan dalam jurnal yang ditulis oleh (Wardhana et.al 2020) yang berjudul “Knowledge Management System Berbasis Web Tentang Bu…
Ultrasonography (USG) is a process or procedure in taking an object in a certain part of the body by taking high-frequency sound waves. Objects obtained from ultrasound results will be used in this study. This study uses a Convolutinonal Neural Network (CNN) to detect Transthalamic objects. This study aims to compare the detection results from previous studies using the Faster R-CNN with a new …
Game is a game played by children and adults, but the game is played not according to age type. therefore, the best game recommendations based on age are made in the playstore application. This research aims to build a Decision Support System (SPK) to select these games based on ages 3+, 7+ and 12+. The data used for each age is 70 game data. In this study using the Additive Rasio Assessment (A…
Based on its astronomical position, Indonesia experiences two seasons, the dry and the rainy season. Erratic seasonal changes will affect activities in various sectors. Therefore, it is important to know what factors that influence changes in seasonal patterns in the dry and the rainy seasons classification. The availability of data on weather factors provided by the BMKG will certainly support…
The development of information technology originated from advances in computerization that have developed. PT. SAMA Sukses Palembang still does manual data management. This results in data loss and errors in recording transaction data. To overcome this, this research produces a sales application that can facilitate the process of managing sales data at PT. SAMA Success Palembang. This applicati…
PT. AJN Solusindo is an information and communication technology (ICT) services company with a diverse portfolio of services. based on the interviews that have been conducted, due to the absence of an appropriate method for processing the value resulting from the selection of employees, based on the established assessment criteria, errors often occur in processing the assessment data, like othe…
Artificial Intelligence (AI) technology in the field of Computer Vision (CV) can be utilized to detect cervical cancer using the Image Segmentation approach. With the advancement of technology, image segmentation processes can be implemented using Deep Learning (DL) models. This research utilizes the U-Net architecture with backbones for pre-cervical cancer semantic image segmentation. There ar…
The focus of this research is to design a prototype manual safe security system using fingerprint. Along with the increase in criminal acts on safes, one of which is theft and burglary. The author got the idea to build or design an additional security system with Fingerprint as input to the safe which acts as access to open the safe. In this research, the safe security system also uses Arduino …
Distributed Denial of Service or commonly abbreviated as DDoS is an attack commonly used by hackers to stop legitimate users from accessing certain network services and continue to send traffic to the target system continuously. DDoS attacks are usually carried out in two phases, namely the intuition phase where the attacker makes arrangements to launch the attack by creating a botnet which is …
DDoS attack is one of the security threats frequently experienced on the internet, which utilizes multiple sources to send excessive traffic to a server, causing system failure, making DDoS a significant threat. To detect attacks, this research seeks to find parameters that play a significant role in the DDoS dataset. Therefore, feature selection is applied, namely the Random Forest Classifier …
Recognition of prior learning (RPL) is a study path that has been regulated in Permenristekdikti No. 26 of 2016, where RPL is recognition of one's learning achievements obtained from formal, non-formal, or informal education and/or work experience in formal education. In this case, RPL is one of the study paths of the Professional Engineer Study Program (PSPPI) at Sriwijaya University. This stu…
The Indonesian language is known to have several words that are commonly recognized for their ambiguous nature, meaning they possess more than one meaning. Word Sense Disambiguation (WSD), a branch of Natural Language Processing (NLP), deals with the challenge of resolving this ambiguity and identifying the precise meaning of a word based on its context. Among the algorithms used for WSD, the S…
In this study, the crucial aspect of job marketing was addressed, specifically the need for accurate salary predictions based on job seekers' skills. It is vital to minimize disparities between applicants' actual abilities and their salary expectations to ensure fairness and transparency in the hiring process. To tackle this challenge, the development of a salary prediction system tailored to d…
In this final project report, the author creates an online contract request application using a computer system, this application shows the contract contracts that have been running as well as drafts registered contracts. It is hoped that this application will help the Procurement and ICT division of PT Semen Baturaja (Persero) to speed up and facilitate in terms of managing contract data, cont…
An Automatic Door is a door that opens automatically when approached by someone, and an automatic door is not a door that opens manually with a door handle or bar. Automatic doors today have been widely used and needed by many people. But in the manufacture of automatic doors requires large costs. In this project, a simple Automatic Door Prototype has been designed, this project aims to design …
selama ii PT. Karyatani Pratama Sakti masih menggunakan cara manual dalam melakukan beberapa permasalahan seperti lamanya prose backup data, dan sering terjadi kesalahan input jumlah nominal penjualan serta pembuatan laporan membutuhkan waktu yang cukup lama sehingga tidak terealisasikan tept pada membutuhkan waktu yang cukup lama sehingga tidak terselesaikan tept pada waktunya. oleh karena itu…
Pempek Musi Sriwijaya merupakan sebuah entitas dagang yang bergerak di bidang kuliner. Permasalahan yang terjadi di dalam proses transaksi pemesanan, yang masih dilakukan secara manual yaitu pelanggan datang langsung ke toko dan melakukan pemesanan. Oleh karena itu penelitian ini bertujuan untuk penulis membangun sebuah aplikasi penjualan sebagai media penjualan online kepada pelanggan dapat me…
Video conferencing is a multimedia communication service that provides simultaneous video, audio and data communication services. Video conferencing is used for long-distance communication that brings together two or more people by utilizing broadband services. Recently, due to the impact of Covid-19, video conferencing services have been widely used by the national and international community.…
The IOTA Tangle is a novel distributed ledger technology designed to address the unique challenges posed by the Internet of Things (IoT) ecosystem. The IOTA Tangle employs a Directed Acyclic Graph (DAG) structure, offering scalability, feelessness, and improved transaction throughput. The stability of transactions within the IOTA Tangle is a critical aspect of its distributed ledger system. As …
Dalam pengelolaan karyawan dan data gaji karyawan pada CV Aksara pena selama ini masih dikerjakan dengan manual baik dari proses pencatatan data karyawan maupun penghitungan rekap gaji karyawan pembacaan dan penghitungan gaji karyawan. melalui penelitian ini penulis membangun aplikasi yang dapat membantu dalam mengelola data karyawan dan data gaji kawyawan agar lebih mudah khirisinya dalam pros…
Soil is a natural medium used in agricultural activities. In order to grow well, plants need fertile soil. One of the factors that affect the level of soil fertility is pH. At pH 6 - 7 nutrients will be easily absorbed by plants. In order to grow well, kailan plants need soil with pH conditions of 5.5 - 6.5 with sufficient nutrients. Setting the pH is usually done manually or with a conventiona…
With the development of information technology regarding supply chain management to control data directly related to information technology, inventory control cannot be successful solely relying on information. A support system is needed to estimate the addition of the number of stock items, so that the stock items can be more aligned with the sales of goods. Supply chain management includes co…
In this research, a tool for blind people designed using an ultrasonic sensor and accelerometer MPU6050 used Arduino Nano as the control center, ultrasonic is used as a distance meter, and the MPU6050 accelerometer sensor used as an angle meter. The experimental result show that this tool has worked well. The ultrasonic sensor can measure distance ranging from 30cm to 1500cm while the MPU6050 a…
The camera basically has the same characteristics as the human sense of sight (eye) "the eye will only capture the object in the direction where the eye is facing". The point of view of a conventional camera will also only be able to capture the object in front of it. The object detection system with the AUV robot will adjust the motor movement. This camera is shaped like a cable that is attach…
Heart disease is one of the leading causes of death worldwide and can be identified based on the patterns of electrical activity in the heart using an Electrocardiogram (ECG). The importance of early detection and classification of heart disease has led to the use of innovative methods, such as Convolutional Neural Networks (CNN). The PTB-XL ECG data has been processed and prepared to train and…
A drone or quadcopter is a drone that continues to be developed lately. The drone or Quadcopter has 4 propellers that allow this drone to perform Vertical Take Off and Landing (VTOL). There are 3 types of Quadcopter flying movements, namely pitch movement (forward and back movement), roll movement (sideways movement), and yaw movement (twisting / rotational movement). Quadcopter requires a flyi…
The saving and loan cooperative at SMA Negeri 18 Palembang still uses the manual method for data processing, which reguires a long processing time and creates a risk of miscalculation. The problem discussed in this final project is how to make a web-based savings and loan cooperatives application. The system development method used is Rational Unified Process (RUP). Use case diagram, class diag…
Sriwijaya University has a character and career development center for alumni called the CDC (Career Development Center). CDC annually conducts a tracer study to track graduates or alumni to determine the condition of alumni track records related to employment and waiting periods. Given the large number of data sets generated annually, it will produce large data so that it becomes an opportunit…