This study aims to design and develop an Internet of Things (IoT)-based smart door system that integrates automatic door security and digital attendance. The system uses RFID technology for access authentication and NodeMCU as the main microcontroller that connects devices to the internet. By scanning a registered RFID card, users can automatically unlock the door, and attendance data is record…
This study presents the design of a traffic behavior monitoring system based on CCTV networks by comparing two algorithmic approaches: YOLOv8 for real-time object detection and Hierarchical Clustering for unsupervised object grouping without prior labeling. The system is developed to automatically identify behavioral patterns in traffic, such as violations involving riders not wearing helmets. …
Traffic congestion is a major problem in big cities like Palembang. The Electronic Traffic Law Enforcement (ETLE) system has been implemented to improve traffic discipline through surveillance based on CCTV camera technology. However, the limited coverage of ETLE indicates the need for more dynamic traffic data. In this context, social media such as Instagram with millions of active users offer…
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…
The necessity for more efficient computing will increase as technology develops, with quantum computing able to provide more efficient computing power than conventional computing. Technological developments will also influence the number of cyber attacks, the most common cyber attacks currently encountered are malware attacks. One of the algorithm that is suitable for classification is the Supp…
Doctor Dewi Dental Clinic Lahat is a health worker engaged in dental and oral medicine. In the field of health, the medical record is a record of the patient's history of treatment in hospitals and other treatment centers. The result of the medical record is currently a pile of data that has not been processed and is always increasing every day. Data mining is the right solution to find informa…
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…
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…
The world of education nowadays is very different from the past. The level of difficulty faced by students increases every year, and the curriculum constantly changes to adapt to the current era. Digital technology is now being used in educational institutions as a means of teaching and learning. SMP Negeri 2 Belitang Madang Raya is one of the schools in OKU Timur district that has implemented …
Face detection is one of the main challenges in the field of computer vision and artificial intelligence. The development of this particular technology has been highlighted due to its wide range of applications such as security surveillance systems, crowd analysis systems, and can be collaborated with face recognition systems for face identification purposes. The challenge emerges when attempti…
Chatbot dikembangkan dengan domain spesifik seperti domain jaringan, bisnis, penjualan, dan akademik. Masukan pengguna chatbot umumnya dibagi menjadi dua bagian yaitu masukan In Domain (ID) dan masukan Out Of Domain (OOD). Dalam proses pembuatan chatbot ada beberapa masalah yang sering muncul salah satu masalahnya yaitu tidak dapat menerjemahkan ataupun mendeteksi masukan kalimat OOD, yang memb…
Permainan 2 dimensi banyak disukai pemain karena ciri khasnya yang unik, operasi sederhana dan terkesan klasik namun tidak ketinggalan zaman. Saat ini permainan 2 dimensi memiliki beberapa kekurangan. Sebagai contoh, kualitas permainan yang dibuat cenderung monoton dan tidak memberikan sisi edukasi kepada pemain. Penambahan rintangan atau musuh di dalam permainan merupakan salah satu faktor yan…
Online learning requires the support of adequate media or platforms to support the learning process in educational institutions. This study aims to analyze student acceptance of Sriwijaya University e-learning using TAM (Technology Acceptance Model). There are nine variables used namely education quality, service quality, system quality, information quality, user satisfaction, perceived ease of…
Hardware design consist of servo motor schematic design, potential design as a remote robotic arm drive, pause sensor design, and robot arm design. Technological development are progressing very rapidly, especially in the IT field. Sophisticated technology has replaced various industrial activities that require a lot of manpower to operate. one of which is development in the field of robotics w…
Fire problems that often occur are usually difficult to control and very detrimental so that a system is needed that can detect fires and provide information to users remotely. The author makes an IoT-based fire detection system to make it easier for users to monitor the room in real time. The components used are smoke sensor (MQ2), 2 KY-026 flame sensors, ESP32 microcontroller, LED, and alarm …
The emergence of the COVID-19 pandemic in early 2020 had a major impact on human life on a global scale. Many actions and policies are aimed at anticipating transmission and breaking the chain of the spread of the COVID-19 virus, thus requiring store owners to implement various health protocols. This study discusses the monitoring system for the condition of the storeroom in real-time with the …
One of the many human rights that every human individual has is that everyone has the right to live with a sense of security. The high rate of crime and theft that is quite frequent in the current era, makes a security framework an absolute necessity to run, for that we need a security framework. The development of facial recognition methods is very complicated because human faces are very unpr…
The increasing number of visitors at this time can cause new problems, such as the room being full and the distance close to the number of visitors entering and leaving is not proportional to the available room capacity, to reduce this problem it is necessary to have a system that can monitor the number of visitors. In this study, we discuss the Monitoring of Outdoor People Counters with IoT-ba…
he heart has an important role in the human body. Because the heart functions to pump blood throughout the body's tissues in which the blood contains nutrients and oxygen that the body needs, and transports waste substances. Parts of the heart, abnormalities or congenital heart diseases can be viewed using Ultrasonography (USG). Object Detection in the health or medical field is still a bit due…
Jantung merupakan organ vital yang ada pada tubuh manusia. Untuk mengetahui apakah jantung manusia tidak mengalami kerusakan atau cacat sejak lahir dibutuhkan perangkat khusus yaitu Ultrasonography (USG). Ultrasonography adalah sebuah metode citra medis yang mampu membantu manusia melihat suatu objek yang sulit dilihat dengan mata telanjang seperti organ bagian dalam manusia. Ultrasonography be…
Author Name Disambiguation (AND) is a problem that occurs when a set of publications contains ambiguous names of authors, i.e. the same author may appear with different names (synonyms) in other published papers, or authors who may be different who may have the same name (homonym). In the final project, we will design a model with a Deep Neural Network (DNN). The dataset used in this final proj…
With the passage of the times, the need for effectiveness and efficiency is prioritized in various fields. This encourages people to be creative and innovate in the field of technology to create a tool that is more effective and efficient. Today's technological developments can be seen that many tools have been created to provide convenience to the community in carrying out work. For example, i…
Dalam pengambilan keputusan calon penerima yang dinilai berhak untuk mendapatkan bantuan terdapat banyak pertimbangan selain agar bantuan tepat sasaran keputusan yang diambil juga harus meminimalisir terjadinya kecemburuan sosial dalam masyarakat. Karena itulah agar bantuan tepat sasaran maka dibutuhkan sebuah cara agar dapat mempermudah dalam menentukan calon penerima yang layak untuk mend…
Sistem Administrasi Manunggal Satu Atap (SAMSAT) merupakan suatu sistem kerjasama terpadu antara Polri, Dinas Pendapatan Provinsi, dan PT. Jasa Raharja (Persero) dalam menerbitkan TNKB (Tanda Nomor Kendaraan Bermotor). Banyaknya permintaan Plat TNKB pada Samsat, mengakibatkan seringnya terjadi kekurangan stok plat TNKB. Untuk mengatasi terjadinya kekurangan stok plat, maka akan dilakukan p…
Pengenalan plat nomor di Indonesia biasanya digunakan ada sistem parkir, sistem gerbang tol dan sistem deteksi kendaraan di jalan tol masih dilakukan seccara manual, yaitu dengan mencatat karakter nomor plat kendaraan oleh petugas. Penelitian ini mengembangkan perangkat lunak untuk mengenali karakter nomor plat kendaraan secara otomatis menggunakan metodwe Connected Component Analysis dan …
Persediaan barang merupakan komponen yang sangat penting agar proses produksi di suatu perusahaan bisa berjalan dengan lancar. Pengendalian persediaan yang terlalu besar akan mengakibatkan meningkatnya biaya penyimpanan dan risiko kerusakan barang yang lebih besar. Sebaliknya, jika persediaan terlalu sedikit akan mengakibatkan risiko terjadinya kekurangan persediaan (Stock Out). Dari hal t…