Recently, wireless communication is growing rapidly, due to its practicality and the many features that have been developed along with current technological developments, especially features that can determine the position of subjects and objects using wireless methods such as Global Positioning System (GPS) and Location Based Services (LBS). This is an attraction because of its ease of use as …
Along with the development of the era of globalization, the use of technology has been very widespread in various industrial sectors, so data accumulates in a very fast time to grow into large-scale data called big data. The emergence of big data makes the formulation of optimization problems more complicated, because of the large volume and complexity of the data, therefore it is necessary to …
In recent years, blockchain technology has found widespread applications across various domains, including cryptocurrency, financial services, and risk management. Cryptocurrency, in particular, has garnered significant attention from investors, regulators, and the media ever since Bitcoin was first proposed by Nakamoto. This research utilizes a Deep Belief Network (DBN) to detect patterns of a…
Blockchain is a digital data bank that stores transaction data transparently. With so much interest in bitcoin, making bitcoin wallets are an attractive target for hackers. This research uses the Deep Neural Network (DNN). The dataset consists of 13 columns, 30,246,808 normal transactions and 1,326 anomalous transactions. The dataset is balanced by oversampling and undersampling techniques. The…
With the existence of attack models such as phishing and malware distribution, these actions begin by accessing a Uniform Resource Locator (URL) or files containing harmful links within them. A Uniform Resource Locator (URL) is a specific identifier used to locate resources through the internet. URLs can pose threats to availability, control, confidentiality, and data integrity, with one of the…
The reconstruction of two-dimensional images into three-dimensional using transventricular objects plays a crucial role in the medical field, particularly in the diagnosis and treatment within neurology. This research employs the Pytorch3D method to generate three-dimensional representations of transventricular image objects. The study begins by performing the segmentation process on the transv…
Cyber Attack is a crime that attacks computer systems that can shut down or damage information technology services. Every act of attack will have an impact on gaining access to services, manipulating and various dangerous actions. There are various reasons why cyber attacks can occur, one of which is that there is still very little information about the predictability of cyber security. This st…
One of the threats to the internet network is botnet (robot network). although there are many methods used to detect botnet, but there are still less accurate. this can be seen from the results of accuracy, precision and others that differ greatly due to imbalanced datasets. This research examines the classification of botnet attacks and builds the best and accurate CNN model by optimizing the …
Port Scanning attacks are quite dangerous attacks, this technique can map characteristics, detect open ports and even obtain important information on a network or host to then forward to further attacks. In an effort to protect the network security system against PortScan attacks, an attack system such as an Intrusion Detection System (IDS) is needed. The method used in this research is Unidire…
The increase in the number of vehicles and the urban population has led to high levels of traffic congestion in urban areas. The focus of this research is to find the best alternative routes using various methods and algorithms to detect objects and determine the optimal paths in the city of Palembang. Object detection is carried out using the YOLOv3 method through video recording results, with…
Automatic text summarizzation merupakan salah satu cabang dalam ilmu natural language processing (NLP) yang memiliki tujuan untuk merepresentasikan suatu teks yang panjang kemudian dikompresi sehingga dapat dibaca dan dipahami dengan mudah oleh pengguna. Penerapan algoritma Term Frequency - Inverse Document Frequency (TF-IDF) dalam automatic text summarization dapat menghitung skor dan bobot da…
Profile videos can be an effective medium in introducing an area. This audio visual media can reach various groups of society and the information in it can be easily understood. Currently Plaju Darat Subdistrict does not have a video profile as an information medium, so there are still many people who do not know the location and information about this subdistrict. Therefore, a video profile is…
Penelitian yang dilakukan ini untuk mengetahui seberapa besar nilai tingkat pengembalian investasi pendidikan pada pekerja di Provinsi Sumatera Selatan. Data yang digunakan bersumber dari Survei Angkatan Kerja Nasional (SAKERNAS) Februari 2022 yang diperoleh dari Badan Pusat Statistik (BPS) dengan 2.965 sampel yang terpilih. Data yang dianalisis mencakup besaran upah, tingkat pendidikan, pengal…
Algortima Fuzzy C-Means memberi kebebasan dalam hal jumlah cluster yang akan dibuat dan dapat melakukan clustering lebih dari satu variabel secara sekaligus. Pada kondisi awal, pusat cluster ini masih belum akurat. Tiap-tiap data memiliki derajat keanggotaan untuk tiap-tiap cluster. Dengan cara memperbaiki pusat cluster dan nilai keanggotaan tiap-tiap data secara berulang, maka akan dapat dilih…
Prabumulih is a city that cultivates its own plantation products using the surrounding land by planting selected pineapples. So that farmers produce fresh pineapple fruit different from other cities, therefore, Prabumulih City gets the nickname Pineapple City. Pineapple fruit that can be processed into foods such as, Pineapple cake, Pineapple Dodol and Pineapple chips. It can even be used as a …
Ikan cupang sangat digemari oleh masyarakat segala usia yang menjadikan ikan cupang sebagai usaha kecil menengah yang menganggap ikan cupang sebagai bisnis, namun pemeliharaan ikan cupang justru sebaliknya. Mudahnya beternak ikan cupang dan ketidaktahuan dalam merawat ikan cupang yang baik dapat menyebabkan kematian pada ikan cupang yang disebabkan oleh berbagai penyakit. Oleh karena itu dibuat…
round: Buying formula milk is often considered mandatory for families who have new babies, such as buying diapers and baby clothes. The public's perception of a luxurious lifestyle reduces the desire to breastfeed their baby. Giving formula milk to babies aged 0-6 months is very dangerous, because it can cause various diseases. Purpose: Provide family nursing care to families using video media …
The nature of Supply Chain Management (SCM) which is centralized and utilizes many parties in the process can lead to a lack of data transparency and the possibility of data falsification. Therefore, in this study a system was built to secure data utilizing the blockchain method with a proof of work consensus algorithm. Simulation of supply chain management in this study utilizes RFID technolog…
Tourism is one of the largest and fastest growing industries. Tourism on the world scene covers 10.4% of the world's total GDP and provides employment for 334 million people. However, tourism objects in Batang Hari Regency have not been mapped. In particular, there is no map of the distribution of Batang Hari Regency tourism that can be used as a reference by the community when they want to vis…
Malaria menjadi salah satu masalah kesehatan dunia yang mempengaruhi angka kematian. Dalam mencegah dan membasmi penularan penyakit Malaria, dilakukan upaya kegiatan mengamati data dan informasi secara berkala atau yang bias disebut dengan kegiatan Surveilana Malaria. Kegiatan tersebut dilakukan sebagai upaya deteksi dini dalam mencegah terjadinya Kejadian Luar Biasa atau KLB. Dalam kegiatan su…
The cumulative grade point or GPA is a student's academic achievement score which is calculated from all courses a student has passed. This study aims to design a web-based system that can predict the level of grade point average achieved by students using the SVM method which serves as a supporting material for making decisions about a program related to the level of student GPA. Sriwijaya Uni…
It is very important for outstanding students to be directed and guided to get coaching related to the development of each student's personal potential so that superior and quality students are created. The process of selecting outstanding students can get wrong decisions because the process of selecting outstanding students is based on subjectivity, this allows many selected outstanding studen…
Unemployment is one of the crucial problems faced by Indonesia. Moreover, unemployment for Bachelor and Diploma graduates, which has a large number every year. Based on official data published by the Indonesian Central Bureau of Statistics (CBS), it is recorded that open unemployment for Bachelor and Diploma graduates from 2019 to 2021 has not reached less than 9 hundred thousand people. From t…
As a metropolitan area, the city of Palembang has no escape from the phenomenon of urban poverty. Seberang Ulu 1 Sub-district is included as an area that have high poverty rate in Palembang. Therefore the writer developed a ranking system with Fuzzy Logic Model Tahani that can help KOTAKU program to decide which neighborhood are the most impoverished in Seberang Ulu 1 Sub-district Palembang. Th…
Physical fitness is the body's ability to carry out physical activities without causing excessive fatigue, knowing a level of body fitness is useful for determining the right solution to overcome problems related to body fitness. A classification process with machine learning is needed to determine the level of body fitness, one method that is often used is the K-NN method. Classification using…
Document retrieval merupakan sebuah sistem pencarian dokumen yang bertujuan untuk mengembalikan dokumen yang relevan dengan kueri pengguna. Komponen document retrieval memiliki fungsi yang sama dengan mesin pencari, yaitu mengumpulkan informasi yang diinginkan. Document retrieval merupakan bagian dari Question Answering System yang menggunakan algoritma tf-idf dan perhitungan cosine similarity.…
Teacher's knowledge and experience at SMA IBA Palembang are still present in each teacher and have not been recorded in a system. Consequently, when a SMA IBA Palembang teacher retires from his job, his or her knowledge and experience will be lost. This study aimed to develop a knowledge management system at SMA IBA Palembang. Therefore, a user experience design is required to develop the Knowl…
Distributed Denial Of Service (DDoS) attacks are a type of cyber attack against websites. DDoS is marked by the amount of fake traffic that floods the server, system or internet network. As a result, the target website cannot be accessed because it is unable to manage too much traffic entering the server. There are three objectives in this research, including building a Long Shoer Term Memory S…
Distro Zahra bergerak dibidang fashion pria dengan konsep murah, nyaman, dan trendi dikalangan anak muda. Proses pemasaran Distro Zahra hanya dengan menjajakan produknya di etalase distro yang menyebabkan kemungkinan untuk mendapatkan pelanggan secara maksimal kurang terpenuhi. Konsep bisnis online seperti website diharapkan menjadi jembatan informasi dan komunikasi antara pengusaha dan pelangg…
E-learning is a set of applications and processes to facilitate teaching and learning activities at Xaverius 1 Palembang Senior High School which was originally used during the COVID-19 until now. In order to determine the accomplishment of e-learning implementation and so it can be an advisement for the sustainability of its application. Moreover, it can be used as references for development r…