OPTIMASI ALGORITMA NAIVE BAYES DENGAN PARTICLE SWARM OPTIMIZATION UNTUK MENIN…

Water quality is a fundamental aspect of life, particularly in regions that rely on rivers as the primary source of raw water. However, anthropogenic activities such as industrial, agricultural, and domestic processes have contributed to increasing water pollution, while the demand for clean water continues to rise in line with population growth. This study aims to develop a water quality class…

KLASIFIKASI JENIS GANGGUAN TIDUR MENGGUNAKAN METODE LONG SHORT TERM MEMORY (L…

Sleep quality plays a critical role in maintaining physical, mental, and emotional wellbeing. Early detection of sleep disorders such as insomnia and sleep apnea is essential for enabling more effective clinical interventions. This study investigates the optimization of sleep disorder classification using Long Short-Term Memory (LSTM) networks based on time-series data incorporating 13 physiolo…

PENGEMBANGAN ALAT DETEKSI API PADA KEBAKARAN BERBASIS KAMERA DAN SENSOR GPS S…

Fires are unexpected events that often occur in daily life, causing significant threats and losses to the public. Early fire detection plays a crucial role in disaster mitigation and environmental protection efforts, especially in areas prone to fire incidents such as forests and open lands. Delays in detecting the presence of fire can lead to wider and harder-to-control spread. Therefore, a sy…

DETEKSI SERANGAN MALWARE BOTNET MENGGUNAKAN METODE LOGISTIC REGRESSION

Botnets are a serious cyberattack threat that infects computer networks controlled by botmasters to carry out malicious activities. Various types of botnets have emerged over the years, posing a significant threat to cybersecurity. These botnets' malicious activities vary from executing instruction-based attacks such as DDoS attacks, flooding, and spamming. This study used the CICIoT2023 datase…

KLASIFIKASI MULTI-CATEGORY SPORTS IMAGE MENGGUNAKAN SWIN TRANSFORMERS

Edition

-

ISBN/ISSN

-

Collation

xvi, 76 hlm.; ilus.; tab.; 29 cm.

Series Title

-

Call Number

T1840272025

ANALISIS DAN PREDIKSI NILAI IMPOR INDONESIA MENGGUNAKAN PENDEKATAN ALGORITMA …

Accurate forecasting of import values is crucial for effective economic planning and policy-making in emerging economies like Indonesia. This study evaluates the performance of three prominent Machine Learning (ML) models—Support Vector Regression (SVR), Random Forest, and Decision Tree—for forecasting Indonesian goods and services imports. Utilising historical macroeconomic time series dat…

IMPLEMENTASI INTRUSION DETECTION SYSTEM MENGGUNAKAN SNORT BERBASIS PARALLEL C…

This research develops an Intrusion Detection System (IDS) based on Snort, optimized using parallel computing with the Message Passing Interface (MPI). The system is built with an architecture consisting of one master and two workers running Snort in parallel to detect ICMP traffic. Detection logs are collected through a shared folder and monitored by the master using a Python script, which als…

PENGEMBANGAN MODEL SEGMENTASI DAN ALIGMENT CITRA PRA KANKER SERVIKS MENGGUNAK…

Cervical cancer is one of the leading causes of death in women worldwide, so early detection of precancerous lesions is crucial to reduce mortality. Conventional screening methods such as VIA and Pap Smear still have limited accuracy and risk producing false positives and false negatives. This study aims to develop a deep learning-based cervical image segmentation model using the You Only Look …

ANALISIS SENTIMEN MEDIA SOSIAL UNTUK MENINGKATKAN REPUTASI BRAND ERSPO DENGAN…

Brand Erspo adalah sebuah brand produk olahraga yang diproduksi oleh Perusahaan Erigo. Erigo sendiri adalah apparel lokal yang mengkhususkan diri pada streetwear fashion yang digunakan pria dan wanita. Erigo telah menjalin kerjasama dengan PSSI untuk merancang jersey Skuad Garuda, menggantikan brand sebelumnya yaitu Mills. Erspo sempat menjadi trending topik pada media sosial X setelah rilis je…

DETEKSI EXPLOIT REVERSE HTTPS DENGAN METODE DECISION TREE

Exploit Reverse HTTPS merupakan sebuah konsep teknik serangan malware yang dilakukan oleh penyerang untuk mengekspos kelemahan dalam lapisan HTTPS pada sistem atau aplikasi untuk mencuri atau mengambil informasi penting dari target. Penelitian ini menggunakan dataset dari COMNETS Research Lab Universitas Sriwijaya yang berupa data mentah dalam bentuk .pcap yang dihasilkan dari skenario eksperim…

DETEKSI SERANGAN DDOS DOS DAN MITM PADA JARINGAN SMARTHOME DENGAN MENGGUNAKAN…

Smart Home is a form of automation technology designed to facilitate household activities with the help of the Internet of Things (IoT). IoT technology enables objects around us, such as sensors, cameras, and smart devices, to connect to the Internet. However, the advancement of IoT technology also makes it a target for cyberattacks such as Distributed Denial of Service (DDoS), Denial of Servic…

IMPLEMENTASI METODE FUZZY LOGIC PADA SISTEM KESEIMBANGAN ROBOT BAWAH AIR

This research was motivated by conducting underwater exploration, because underwater exploration has a high risk if carried out by humans, with the difficulty of accessing underwater areas, so in this research it was formulated how to conduct exploration in underwater areas without having to involve humans to go directly into the water. in the air. The aim of this research is to create an under…

PERBANDINGAN ANALISIS STATIS DAN DINAMIS PADA DETEKSI WANNACRY RANSOMWARE

Ransomware is a type of malware that encrypts the victim's data and demands a ransom to restore access, with WannaCry being one of the most notorious variants exploiting EternalBlue on the SMB protocol. This study compares static and dynamic analysis methods in detecting WannaCry ransomware to evaluate their effectiveness. Static analysis is performed without executing the ransomware, using too…

ANALISIS USER EXPERIENCE PADA WEBSITE PRAKERJA MENGGUNAKAN METODE USER EXPERI…

Based on data accessed on the SimilarWeb website, it shows that preemployment website visitors in the last 3 months (February, March, April) are relatively unstable, this phenomenon could be caused by user experience from users about pre-employment websites still needs improvement, so that users can search and obtain information related to pre- employment more easily and comfortably, and improv…

ANALISIS KEPUASAN PENGGUNA PADA APLIKASI TOKOPEDIA MENGGUNAKAN METODE USER EX…

The Tokopedia app was officially launched on 17 August 2009. It was founded on 6 February 2009, by William Tanuwijaya and Leontinus Alpha Edison under PT Tokopedia. Tokopedia is a platform that simplifies online shopping by offering a variety of daily necessities. However, recent reviews on PlayStore and AppStore show many users have given negative feedback about new features, such as unusable …

EVALUASI USER EXPERIENCE PADA APLIKASI LINE MENGGUNAKAN METODE SYSTEM USABILI…

This study aims to evaluate the user experience (UX) of the LINE application using the System Usability Scale (SUS) method. Although LINE is one of the popular communication applications, data indicates that its usage rate remains relatively low compared to similar communication apps. This research focuses on assessing the ease and comfort of users when interacting with the LINE application. Th…

ANALISIS PERBANDINGAN ALGORITMA K-MEANS DAN KMEDOIDS UNTUK KLASTERISASI DATA …

This research focuses on the implementation and comparison of the KMeans and KMedoids algorithms that function as poverty data clustering in South Sumatra Province, the poverty data is taken from the Central Statistics Agency of Indonesia (BPS Indonesia). This research also aims to analyze the poverty level in South Sumatra Province by including additional variables such as average years of sch…

PENGARUH KNOWLEDGE MANAGEMENT TERHADAP KINERJA KARYAWAN DAN PERILAKU KERJA IN…

This study aims to analyze the effect of knowledge management on employee performance and innovative work behavior at PT PBT Site Bukit Asam. A quantitative approach with a census method was used, involving 30 respondents from various departments. Data was collected through a questionnaire with a Likert scale and analyzed using Partial Least Square (PLS) with SmartPLS software version 4.0. The …

PERANCANGAN ANTARMUKA SISTEM INFORMASI MONITORING DAN EVALUASI PADA BAPPEDA L…

Advancements in information technology have driven digital transformation in governance. Bappeda Litbang Kota Palembang implemented the Monitoring and Evaluation Information System (SIMonEv) to support regional development planning and evaluation. However, the system is considered outdated and ineffective, requiring redesign. This study redesigned the user interface (UI) and user experience (UX…

ANALISIS DAN PERANCANGAN USER INTERFACE LAYANAN PORTAL INTRANET PADA PT KILAN…

Pertamina Refinery Unit III Plaju is a Pertamina oil refinery located in Palembang. One of the services available is the Pertamina Intranet Portal Service, which provides access to all news and services offered to employees of PT. Kilang Pertamina Internasional. To enhance its functionality, the interface needs to be neat, attractive, and prioritize effectiveness.The interface design was develo…

ANALISIS OPINI MEDIA SOSIAL BERDASARKAN HASIL PEMILIHAN UMUM 2024 MENGGUNAKAN…

Instagram merupakan salah satu platform media sosial yang digemari oleh masyarakat Indonesia untuk berbagi informasi tentang perkembangan yang terjadi salah satunya ketika pemilihan umum 2024. Tingginya sebaran komentar-komentar yang berisi polaritas dan polarisasi antara kelompok pendukung kandidat atau partai yang berbeda menjadikannya sebagai objek penelitian yang akan dianalisis menggunakan…

PENERAPAN METODE PIECES UNTUK MENENTUKAN ANALISIS TINGKAT KEPUASAN PENGGUNA P…

Penelitian ini mengevaluasi kepuasan pengguna aplikasi Traveloka menggunakan kerangka kerja PIECES, yang mencakup Kinerja, Informasi, Ekonomi, Kontrol, Efisiensi, dan Layanan. Populasi dan sampel pada penelitian adalah pengguna aplikasi Traveloka yang berjumlah 202 responeden. Data dikumpulkan melalui analisis regresi linier dan One-way ANOVA untuk meneliti dampak faktor-faktor ini terhadap pen…

ANALISIS FAKTOR PENENTU KEPUASAN PENGGUNA (PEGAWAI KECAMATAN) CARIYANLIK DI K…

Penelitian ini secara spesifik untuk mengetahui kepuasan pengguna terhadap sistem Sistem Informasi Pelayanan Publik Nasional (Cariyanlik) di Kota Palembang. Yang mana sistem Cariyanlik ini merupakan sistem pelayanan terpadu yang digunakan khususnya bagi pegawai kecamatan dalam melayani keperluan administrasi kependudukan di Kota Palembang. Dari hasil pengamatan penulis terhadap penggunaan terha…

ANALISIS FAKTOR UNTUK MENGETAHUI KEPUASAN PENGGUNA APLIKASI ACCESS BY KAI DI …

Aplikasi Access by KAI sebagai media pemesanan tiket kereta api secara online yang berfokus pada pemesanan tiket kereta api jarak jauh, menengah maupun local/komuter. Tujuan dari penelitian ini yaitu menganalisis faktor untuk mengetahui kepuasan pengguna terhadap aplikasi Access by KAI. Metode yang digunakan dalam penelitian ini adalah End User Computing Satisfaction (EUCS) yang terdiri dari li…

ANALISIS META KARAKTER DAN PERAN PADA GAME ONLINE FIRST PERSON SHOOTER VALORA…

Valorant is a form of online entertainment in the FPS (First-Person Shooter) genre, released by Riot Games in 2020, and it remains popular among gamers today. The online game Valorant offers a wide range of characters with unique skills and roles, requiring teamwork and strategy to win matches. This presents a challenge for new players entering the game, as they may struggle to adapt. Therefore…

ANALISIS META SENJATA PADA PERMAINAN FIRST PERSON SHOOTER VALORANT MENGGUNAKA…

This research aims to analyze weapon meta in the First Person Shooter (FPS) game Valorant using the K-Median algorithm. This algorithm is applied to cluster weapons based on performance parameters such as Average Damage per Round (ADR) and Average Combat Score (ACS). The clustering results show that the K-Median algorithm produces groupings more resilient to outliers compared to other algorithm…

OPTIMASI VEHICLE ROUTING PROBLEM WITH TIME WINDOWS (VRPTW) MENGGUNAKAN METODE…

The distribution of goods in the logistics sector faces challenges in optimizing distance, time, and delivery route efficiency. The Vehicle Routing Problem (VRP), including its variant VRPTW, which considers time constraints, is an effective approach to address these challenges. This study applies the Variable Neighborhood Search (VNS) algorithm as a heuristic method to solve the VRPTW. VNS lev…

ANALISIS KEPUASAN PENGGUNA PADA APLIKASI MAXIM DENGAN MENGGUNAKAN METODE USER…

This study explores the user experience of the Maxim app among the people of Palembang using the User Experience Questionnaire (UEQ) method. The study aims to assess user satisfaction by analyzing key variables such as attractiveness, efficiency, clarity, dependability, stimulation, and novelty. Data were collected through questionnaires, with responses from 228 participants, later refined to 2…

ANALISIS PENGARUH CUSTOMER RELATIONSHIP MANAGEMENT (CRM) TERHADAP LOYALITAS P…

This study aims to analyze the influence of Customer Relationship Management (CRM) on user loyalty of the Maxim application in Palembang. CRM is a strategic approach aimed at enhancing the relationship between companies and customers through the effective use of technology, information systems, and business processes. This research focuses on five main CRM variables: Content, Accuracy, Format, …

IMPLEMENTASI METODE TASK CENTERED SYSTEM DESIGN PADA PERANCANGAN USER INTERFA…

The development of digital technology and the internet has made it easier to access information through an intuitive UI. PT Kilang Pertamina International, as a company in the oil and gas sector, has utilized this technology to help improve operational efficiency, including its Shared-Service (SS) ICT services. However, the current system interface is not yet optimal, causing discomfort and red…