Jaringan enterprise terbentuk dari banyak router dan tentu memiliki konfigurasi routingnya tersendiri. Dalam penerapannya, setiap protokol routing mempunyai karakteristik algoritmanya masing-masing, dimana saat kedua protokol yang berbeda dihubungkan maka akan menyebabkan berbagai permasalahan seperti konflik routing, inefisiensi routing, dan sebagainya. Permasalahan tersebut dapat diselesaikan…
Long Short Term Memory, metode pendeteksi serangan siber dengan kemampuan memproses urutan data dan mengingat informasi dalam rentang waktu panjang. Namun, LSTM tidak dapat secara efektif mengingat informasi apabila urutan data terlalu panjang atau informasi tersebar pada jarak yang jauh. Oleh karena itu, hadir metode Bidirectional LSTM dan Stacked LSTM. BiLSTM mampu memproses urutan data secar…
In recent years, Internet of Things (IoT) sensors have become increasingly integrated into various devices and fields. Therefore, the security of IoT sensors is becoming more vulnerable to attacks. In this research, the K-Nearest Neighbors (KNN) algorithm is employed to classify attacks in the dataset. The dataset is obtained from interactions between DDos attacks and normal interactions, and i…
Internet of Things (IoT) is a concept that allows humans to make every job easier. With the presence of this concept, it can bring the development of advanced human civilization. The need for a system that can optimize data transmission on IoT devices has become an important requirement. There are many types of topologies that can be applied, but in the author's research this time, the topology…
Penelitian ini bertujuan untuk melakukan evaluasi terhadap user experience dari web Dicoding dengan menerapkan metode UEQ dan juga memberikan rekomendasi apa saja yang perlu diperbaiki guna meningkatkan pengalaman ketika menggunakan website Dicoding. Adapaun responden yang mencakup 100 orang yang pernah menggunakan website Dicoding yang tersebar di seluruh Indonesia. Kemudian data yang sudah di…
Technology that could be useful in maintaining security in plantation areas should be achievable. It should be able to identify objects and movements within the plantation area. With such a system in place, users can take prompt actions to address any issues, enabling researchers to leverage microcontroller technology. One way is by creating a living creature movement warning system in the plan…
Noise pollution in the environment, particularly in workplaces and educational settings, poses negative impacts on human health. In 2018, the government set Noise Threshold Values (NTV) to protect workers from NoiseInduced Hearing Loss. Campuses, as educational environments, also have noise threshold limits that need to be maintained to create conducive conditions for students. Measurement of n…
This research discusses the development of a web-based savings and loan application for the DR. Sobirin Hospital Cooperative in Musi Rawas Regency. The DR. Sobirin Hospital Cooperative in Musi Rawas Regency faces challenges in operational management, particularly in recording member savings and loan transactions. The use of manual systems often results in errors and difficulties in record-keepi…
This research explores the processing of Electrocardiogram (EKG) signals, a field in signal processing that focuses on the analysis, manipulation, and interpretation of recorded electrical activity in the heart. EKG serves as a crucial diagnostic tool in the recognition and monitoring of heart disorders. Analyzing the patterns of changes in heart rate or rhythm, consisting of the P wave, QRS co…
Agriculture and plantations are critical for meeting global food demand. Plant security and well-being are critical aspect for garden m maintenance. On the other hand, Traditional security techniques are frequently useless. Effective against growing dangers such as plant theft and insect attacks. As a result, modern IoT and ESP32 Cam devices stand out as possible solutions to this problem. gadg…
Go-US is one of Sriwijaya University's online motorcycle taxis which offers various services similar to other motorcycle taxis that serve students' daily needs. Even though they provide satisfactory service, there are still several aspects that do not meet customer expectations, such as having to type in a form, the absence of a 2-way chat feature, and a confusing application interface. Thus, b…
overty is a problem that exists in every region in Indonesia. There are many factors that cause poverty that influence the level of welfare of the population. Therefore, it is necessary to group data n the poor population of districts/cities to assist in policy decision making. This research uses the K-Means algorithm which is a technique in data mining. Grouping large amounts of data with rela…
Indonesia is a maritime country with most of the population living near on water areas and water products are a common commodity that is often consumed cheaply and food is therefore one of the primary human needs, so fishery harvest predictions are needed in order to control prices, prepare seeds, so that sales remain stable, consumption is not problematic, etc. The reason for choosing GRU for …
Snake Game is a game that was originally played on mobile phones many years ago, Snake Game continues to grow and captivate players with its simple game mechanics. In the context of game development, pathfinding is a key element to enable in-game characters to move through the game environment efficiently. Pathfinding algorithms such as A-Star(A*) and Iterative Deepening A-Star(IDA*) allow Snak…
This research aims to perform the delineation of P-waves and RR-intervals in single-lead electrocardiogram (ECG) signals using Recurrent Neural Networks (RNN). The ECG signals consist of P, Q, R, S, T, and U waves. The delineation process is conducted to identify waves in the EKG signal, dividing the data into eight classes, namely Pwave, Poff-Qon, Qon-Rpeak, Rpeak-Qoff, Qoff-Ton, Twave, Toff-P…
The application of artificial intelligence in these days is so much, it is beginning to enter a wide range of fields in the world, one of which is in the field of biomedicine. CNN uses several layers to help the classification process, especially the one on this study of the child's heart. The child's heart image will be processed into a previously created model that aims to recognize each clas…
Pencitraan medis, seperti MRI, berperan penting dalam mensegmentasi tumor otak, tetapi banyak tugas yang masih bergantung pada penilaian manual yang memakan waktu. Oleh karena itu, dibutuhkan segmentasi otomatis yang akurat untuk mempercepat diagnosis dan penanganan. Dengan menggunakan model-model terkini, YOLOv7 dan YOLOv8 yang didukung oleh dasar kerja CNN, penelitian dilakukan untuk mensegme…
The annual increase in the volume of vehicles, without a corresponding improvement in road infrastructure, has led to detrimental traffic congestion and density. Therefore, this research aims to address this issue by developing a vehicle detection system using the You Only Look Once (YOLO) generation 8 algorithm and DeepSort architecture to count the number of vehicles. In addition to focusing …
Qilla Laundryi is a laundry service thatprovides washing services for various types of clothes.Currently, transaction recording processes and report generation in the laundry service are carried out manually without a computerized application system, leading to delays in transaction processing and reporting. To address this issue, an application for laundry services has been designed using PHP …
The increasing volume of vehicles each year results in an escalating daily traffic volume, leading to issues such as congestion and vehicle density that adversely affect various sectors. Therefore, this research aims to develop a vehicle detection system and vehicle count using the You Only Look Once (YOLO) generation 8 algorithm, assisted by the DeepSort architecture, to count the number of ve…
E-government services have a role in application development, IT governance and E-government development. Employees at the Jambi Province Communication and Informatics Office (DISKOMINFO), especially in the field of E-government services, have a lot of experience and knowledge. However, it is difficult to share with other employees. Due to frequent transfers and the absence of a forum for shari…
With the advancement of technology, the Internet of Things (IoT) has become a striking innovation, transforming human interaction with the environment. One intriguing application of IoT is in monitoring the movement of living organisms in nature. The movement of living organisms holds significant importance across various scientific disciplines, but traditional monitoring methods are often expe…
The problem encountered by the author at Sinar Baru Wood Depot, the author found that there were several problems, namely errors often occur in recording orders from customers which is because transactions are still manual with handwriting. This resulted in the process of making monthly reports to be hampered and inaccurate, as well as potential problems due to paper or transaction logbooks tha…
Sentiment analysis is a research field that is increasingly gaining popularity with the growing number of internet users and the availability of online text data. However, the abundance of text data also poses challenges in conducting sentiment analysis. Datasets containing long and complex text documents require suitable methods. In this study, researchers utilized Long Short-Term Memory (LSTM…
Proses penerimaan siswa baru di lembaga pendidikan memainkan peran penting dalam membentuk kualitas dan komposisi keseluruhan siswa. Skripsi ini bertujuan untuk mengembangkan Sistem Pendukung Keputusan (SPK) untuk proses penerimaan siswa baru di SMAN 2 Kayuagung dengan menggunakan metode Additive Ratio Assessment (ARAS). Tujuan utama penelitian ini adalah meningkatkan efisiensi dan efektivitas …
The use of Artificial Intelligence Technology in the field of Computer Vision has enabled the classification of fetal heart abnormalities by utilizing one of the Classification approaches. With technological advances, the image classification process can be implemented using Deep Learning (DL) models. This research uses the architecture of 10 Convolutional Neural Network Architectures for the F…
teknologi informasi mempunyai pengaruh yang sangat besar dalam keperluan administrasi maupun untuk keperluan lainnya, salah satunya dapat digunakan untuk membantu dalam perhitungan harga pokok produksi. harga pokok produksi (HPP) Adalah semua biaya produksi yang digunakan untuk memproses suatu bahan baku sehingga menjadi barang jadi dalam suatu periode waktu tertentu. ada beberapa biaa yang ter…
BHW Travel is a company engaged in the transportation sector that provides travel services. This company has various problems in running its business, including recording ticket sales transactions, profit and loss and company expenses which are still recorded manually using Microsoft Excel. The use of Microsoft Excel in recording transactions has a negative impact, namely data loss and difficul…
pada kelurahan ilir satu palembang masih dijumpai beberapa kendala terkait dengan proses pengolahan kas kantor yang masih dikelola secara manual dan sederhana yakini dengan mencatat dan merekap data pemasukan serta pengeluaran dengan laporan rekap bulanan sering terjadi kesalahan dan knedala yang terkait besarny potensi kehilangan kerusakan bukti pada buku catatan tersebut. melalui ini penulis …