Distributed Denial-of-Service (DDoS) is a collection of denial-of-service attacks that are carried out by executing commands from the master computer to a number of botnets which are infected hosts to attack certain targets. Because of this, DDoS attack detection is the first and most important way to counter DDoS attacks. The basis for carrying out the detection approach is using machine learn…
K-means clustering is a tool for determining the cluster structure of a data set identified by its strong similarity to other clusters or its strong differences from other clusters. Another article says that the working method of the K-Means algorithm requires using centroids as cluster prototypes and previous cluster results as output. The dataset comes from CIC-MalMem2022 provided by UNB CIC.…
Malware is malicious software that refers to programs that deliberately exploit vulnerabilities in computing systems for malicious purposes, Deep Neural Network is an Artificial Neural Network with several layers between the input and output layers, Deep Neural Network has become an alternative to Machine Learning because of advances significant in the Deep Neural Network training algorithm can…
Information technology is something that is often used and used to improve the quality of an institution or institution, especially educational institutions, such as the example of creating a lesson schedule information system for students, teaching schedule information for teachers, and academic information for parents to monitor their childrenThe system development method used is the waterfal…
Sign language is one of the communication media that can be used by deaf people, however the use of sign language is not only be utilized by the one who disabled on it, but also can be learned and used by normal people. Classification of signals uses a convolutional neural network (CNN) algorithm which is capable of obtaining important features from each image without human assistance. In addit…
Harga getah karet merupakan harga komoditas hasil pertanian yang memiliki inflasi secara signifikan dari permintaan dan produksi yang tidak menentu di setiap saat, oleh sebab itu harga getah karet mengalami fluktuasi karena adanya pengaruh kondisi perekonomian global. Prediksi harga getah karet sangat penting untuk membantu para petani maupun pihak yang berkaitan mengetahui harga karet dunia ya…
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…
In managing cash at PT. Barangan Jaya Mandiri encountered several problems, for example a calculation error caused by an error in reading the numbers printed on the transaction. This was greatly influenced by the fact that all transaction data collection was still done in handwriting, so that errors and potential sloppy writing led to incorrect interpretation of the data. Besides that, there is…
Toko Melda is a shop that sells various staple goods and household needs. In daily life, Toko Melda still uses system management manually, where customers have to come directly 10 buy goods, so it requires more time and effort, especially for customers whose homes are far from Melda Store. In addition, because the data collection was still done by hand, it often made typographical errors that r…
Indonesia ranks second in contributing the largest amount of plastic waste to the global oceans, producing approximately 64 million tons of plastic waste annually, with around 3.2 million tons reaching the oceans and 85,000 tons of plastic bags discarded on land. Waste sorting plays a crucial role in waste management, enabling more efficient handling by allocating it appropriately to landfills …
Spyware is a type of malware that aims to collect important information and data such as financial information and passwords without permission and send them to the attacker. Visualization techniques are needed to make it easier to analyze attack patterns and characteristics of spyware. This study used the Random Forest algorithm. The dataset is from CIC-MalMem2022 with benign data types and Sp…
The Complaint Management Application for Plaju Darat Subdistrict is a digital solution designed to efficiently address citizen complaints. This application enables residents to report issues such as infrastructure damage and social problems easily through a digital platform. The subdistrict authorities can promptly respond to complaints, track their progress, and enhance transparency by allowin…
Various forms of attack models ranging from hosting, spreading malware and phishing websites, these actions can start from accessing the Uniform Resource Locator (URL) or files that contain malicious links in them. A Uniform Resource Locator (URL) is a special identifier used to find resources over the internet. Malicious URLs can be a threat using various types of attacks, usually malicious UR…
With many people communicating through computer networks, more processing must be done to ensure network quality. The primary thing that must be considered in this matter is network management, especially in the monitoring system. Monitoring is carried out with the aim of maintaining stability of computer network operations. Implementing source code into a real time monitoring system, as well a…
Penelitian ini bertujuan untuk membangun sebuah aplikasi yang membantu pihak SD Negeri 130 Palembang dalam perihal absensi yang dimana alat pada sistem absensi sebelumnya sering terjadi kerusakan dan mengurangi kontak fisik untuk pencegahan Covid-19. Metode untuk pengambilan data penelitian yaitu dengan metode observasi dan wawancara. Serta dalam membangun aplikasi menggunakan metode waterfall.…
In carrying out its savings and loan business activities, the Swakarta Cooperative still keeps records of savings and loans manually in a notebook. These records will only be transferred to an excel file when making financial reports. Recording done in this way is prone to damage or loss of records previously made. The limitations of the problems discussed in this study include savings, loans, …
Evaluasi terhadap tenaga pengajar merupakan kegiatan yang umum dilakukan di dunia pendidikan dengan tujuan untuk mengetahui dan memacu kinerja para tenaga pengajar dalam proses pembelajaran. Pada Pesantren Miftahul Jannah, Evaluasi dan penilaian tenaga pengajar belum terlaksana secara maksimal karena penilaian yang masih subjektif dan dilakukan secara manual hingga sering terjadinya human error…
This study aims to analyze students' computational thinking abilities in computer courses in physics learning. The type of research in this research is descriptive qualitative research. The research was conducted from February to March 2023. The research subjects were 57 students taking computer courses in physics learning. The research instrument used was a computational thinking ability test …
This research was conducted at the Housing and Settlement Office of South Sumatra Province to examine the Effect of Accounting Information Systems and Organizational Commitment to Internal Control at the Housing and Settlement Office of South Sumatra Province. The type of data used in this study is a type of quantitative data with the instrument used in the form of questionnaire distribution. T…
Sistem penggajian merupakan fungsi penting yang menjadi tanggung jawab SDM. Fungsi utamanya adalah memberikan kompensasi kepada karyawan dalam bentuk upah sebagai imbalan atas kontribusinya pada organisasi/instansi. SMP PGRI 1 adalah salah satu sekolah swasta yang ada di kota Palembang. Pada proses pengelolaan data penggajian guru honorer di SMP PGRI 1 Palembang masih menggunakan Ms. Excel, yan…
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…
The development of technology and information facilitates all aspects of life. With the existence of manual payroll technology into a website-based application, the problems that occur at PT. Lion Parcel Srijaya is the delay in paying couriers because the calculation and recording of salaries are still manual. This causes the risk of delays in payroll couriers. Therefore, as a writer, I aim to …
The prediction of path loss plays a crucial role in the planning and construction of communication technology networks. Path loss itself describes the attenuation that occurs in signals transmitted from the transmitting antenna to the receiving antenna. In this research, the Random Forest machine learning model and the Okumura-Hata propagation model were used to seek accuracy. The objective of …
Madrasah Tsanawiyah (MTs) Paradigma Palembang is an Islamic school under the auspices of the Paradigma Foundation. MTs Paradigma Palembang is a general public service organization that is engaged specifically in the field of Islamic education, MTs Paradigma manages tuition payments manually. Therefore, MTs Paradigma Palembang requires a tuition payment application to facilitate data management …
The majority of people at this time are more comfortable shopping through marketplaces available in E-Commerce rather than having to visit the store directly. This has resulted in increased competition in the world of E-Commerce which has an impact on increasing counterfeit transaction. As a result, customer trust in the platform will decrease and create economic and reputational damage for sta…
The Pembina Palembang Health Center is one of the health centers in Palembang, the Palembang Pembina Health Center is located on JL. Jendral Ahmad Yani No.62A Seberang Ulu District 1 Palembang City, South Sumatra 30257. This Puskesmas is still recording drugs manually in the data book. This makes the process take a long time, and the risk of losing the book can occur. Therefore Pembina Palemban…