Traffic accidents are one of the transportation issues that require distribution analysis to identify areas with different accident characteristics. This study aims to compare the K-Means, DBSCAN, and Hierarchical Clustering methods in clustering traffic accident data based on geographical location and accident severity. The dataset used is derived from traffic accident data in the United Kingd…
Electrocardiogram (ECG) signals represent the electrical activity of the heart and are used to record disorders such as arrhythmia and heart failure. Due to their non-stationary nature, ECG signals require a time-frequency domain approach to capture their dynamic characteristics more accurately. This study aims to develop and evaluate machine learning-based heart disorder classification models …
Congenital heart disease (CHD) in children, such as atrial septal defects (ASD), ventricular septal defects (VSD), and atrioventricular septal defects (AVSD), requires accurate diagnosis through dynamic analysis. However, existing methods for analyzing echocardiographic video are often limited to frame-by-frame analysis and are not yet capable of consistently tracking temporal changes. This stu…
Air merupakan sumber daya vital yang ketersediaannya semakin terancam oleh polusi limbah domestik dan industri. Oleh karena itu, diperlukan teknologi pengolahan yang efektif dan efisien. Studi ini bertujuan untuk menganalisis karakteristik membran Polyethersulfone (PES) yang diinkorporasi dengan perak nitrat (AgNO₃) untuk aplikasi pengolahan air bersih. Membran disiapkan menggunakan 15 wt% PE…
Perkembangan teknologi komunikasi global khususnya jaringan 5G, telah menjadi arena baru persaingan geopolitik dan keamanan nasional. Amerika Serikat memandang dominasi Huawei dalam pengembangan jaringan 5G sebagai ancaman strategis terhadap keamanan nasional dan hegemonni teknologi global. Penelitian ini bertujuan untuk menganalisis bagaimana Amerika Serikat membentuk kebijakan dalam menangkal…
This study aims to develop an interactive STEM-based learning media on renewable energy, specifically Wind Power Plants (PLTB), to foster collaboration skills among high school students. The development model employed is ADDIE (Analysis, Design, Development, Implementation, Evaluation). Needs analysis revealed that most students possess digital devices, have adequate internet access, and show h…
This study aims to analyze the influence of E-WOM on purchasing decisions of Pempek Candy in Palembang City. E-WOM is measured using three main indicators: intensity, valency of opinion, and content. This research adopts a quantitative method by distributing questionnaires to 100 respondents who purchased Pempek Candy within the last six months. Data analysis includes validity tests, reliabilit…
The rapid development of digital camera technology has resulted in a wide variety of cameras with diverse specifications. This situation often makes it difficult for novice photographers to determine which camera suits their needs and budget. Therefore, this study aims to build a Decision Support System (DSS) for camera selection for beginners by combining the Entropy and MARCOS methods. The En…
Image captioning is a task in the fields of computer vision (CV) and natural language processing (NLP) that aims to generate textual descriptions from an image. In this study, various combinations of encoder–decoder architectures were designed and evaluated to improve captioning performance on cervical medical images from the International Agency for Research on Cancer (IARC). The encoders us…
Cervical cancer is one of the leading causes of morbidity and mortality among women, making early detection of precancerous lesions essential. However, lesion segmentation in cervical images still faces several challenges, including unclear object boundaries, illumination variations, imaging artifacts, and class imbalance between lesion and background, which reduce the performance of deep learn…
This study aims to develop a deep learning-based object detection system using the YOLOv11n algorithm to identify foreign objects on coal conveyor belt systems. The study is motivated by the limitations of manual inspection methods in maintaining detection consistency and accuracy within mining environments characterized by high visual complexity, such as dust, uneven illumination, motion blur,…
This research is entitled "Development of a Digital Module of Indonesian History Based on Problem Based Learning with the Book Creator Application on the Material of Islamic Kingdoms in Indonesia at SMA Negeri 2 Palembang". The problem formulation in this research is how to develop a digital module Based on Problem Based Learning with the Book Creator Application on the Material of Islamic King…
Cervical cancer is a leading cause of death among women. The subjectivity of Visual Inspection with Acetic Acid (VIA) screening encourages the use of Artificial Intelligence (AI) for medical image segmentation automation. However, limited datasets frequently cause model overfitting. This research aims to improve the segmentation performance of cervical precancerous images on the YOLOv11-seg mod…
Pemilihan sepatu atletik yang tepat sangat penting bagi pelari pemula karena berpengaruh terhadap kenyamanan, performa, dan risiko cedera, namun banyaknya pilihan sepatu dengan karakteristik yang berbeda sering menyulitkan proses pengambilan keputusan. Penelitian ini bertujuan untuk membangun Sistem Pendukung Keputusan (SPK) pemilihan sepatu atletik bagi pelari pemula dengan mengombinasikan m…
Visual diagnosis via colposcopy is prone to observer subjectivity, making a more objective computational system necessary. This study explores two approaches: hybrid feature engineering (color, texture, contour) using machine learning (ML) via a rule-based system that adapts the Sweden score method, and end-to-end architectures based on YOLO (v8, v11, v12, v26). The dataset is sourced from the …
Perkembangan teknologi digital mendorong meningkatnya penggunaan program komputer, termasuk software desain grafis, dalam berbagai bidang kreatif. Namun, kemudahan akses tersebut juga diikuti dengan maraknya penggunaan software editing ilegal oleh graphic designer, yang berpotensi merugikan pencipta atau pemegang hak cipta program komputer. Penelitian ini bertujuan untuk menganalisis bentuk per…
Pertimbangan hakim merupakan alasan yuridis dan non yuridis yang membangun dasar keyakinan dalam memutus suatu perkara. Pasal 24 ayat (1) UUD NRI 1945 telah memberikan kewenangan kepada hakim untuk memeriksa, mengadili dan memutus suatu perkara secara bebas dan merdeka dari intervensi eksternal, sehingga penilaian bersalah atau tidaknya terdakwa harus berpedoman pada surat dakwaan serta fakta h…
Ketidakjelasan status barang bukti dalam perkara Tindak Pidana Pencucian Uang (TPPU) saat terdakwa meninggal dunia pada tahap penuntutan sering menjadi persoalan. Masalah kepastian hukum serta potensi pelanggaran hak konstitusional. Penghentian penuntutan melalui Surat Ketetapan Penghentian Penuntutan (SKP2) secara formil tidak secara otomatis menetapkan status hukum barang bukti yang disita, s…
Background: Chronic Kidney Disease (CKD) is a progressive kidney function disorder that requires long-term hemodialysis therapy. Hemodialysis can cause psychological problems in the form of anxiety. A non-pharmacological therapy that can be used to reduce anxiety is a combination of lavender aromatherapy and Benson relaxation. Objective: To describe nursing care for chronic kidney disease patie…
Background: Oral health in visually impaired children required special attention because visual limitations could affect their ability to maintain oral hygiene independently, increasing the risk of plaque accumulation and oral diseases. The selection of toothbrush type and proper brushing technique were important factors in controlling plaque in these manual and sonic electric toothbrushes in v…
Dalam dunia pendidikan, kemampuan kognitif yang dimiliki oleh peserta didik merupakan indikator sangat penting. Hal ini dikarenakan kemampuan kognitif yang baik tentunya akan memungkinkan peserta didik tidak hanya mengingat materi yang diajarkan tetapi juga kemungkinan besar peserta didik akan mampu menganalisis dan menerapkan dalam kehidupan sehari-hari. Peningkatan kemampuan kognitif ini juga…
Pabrik pembuatan etil asetat dengan kapasitas produksi 73.000 ton/tahun direncanakan pembangunannya pada tahun 2032 yang berlokasi di Kabupaten Gresik, Jawa timur seluas 4,833 Ha. Operasi pabrik berjalan selama 24 jam/hari dalam 300 hari/tahun. Komoditi etil asetat yang diproduksi mengacu pada Patent WO No. 2024/081921 A2 yang menggunakan proses dehidrogenasi dan hidrogenasi dengan etanol sebag…
Su’adah Clinic is a healthcare facility located in Jakabaring, Palembang, which already utilizes a medical application for recording patient costs in its daily operations. However, the application does not cover comprehensive financial management as operational expenses and employee payroll remain separate. To resolve this issue, this study aims to build an integrated web-based financial appl…
Perkembangan teknologi informasi dan komunikasi telah mendorong peningkatan penggunaan online shop yang berdampak pada perubahan gaya hidup mahasiswa. Penelitian ini bertujuan untuk menganalisis pengaruh penggunaan online shop terhadap perubahan gaya hidup mahasiswa Pendidikan Ekonomi FKIP Universitas Sriwijaya. Penelitian menggunakan pendekatan kuantitatif deskriptif dengan sampel 79 mahasiswa…
Robusta coffee (Coffea canephora) is one of Indonesia's important plantation commodities, the propagation of which still faces obstacles when done conventionally. One effort to overcome this problem is through tissue culture techniques. This study aims to determine the effectiveness of the combination of Naphthalene Acetic Acid (NAA) and Benzyl Amino Purine (BAP) concentrations on the growth of…
The Department of Youth, Sports, and Tourism of Musi Banyuasin Regency still manages incoming and outgoing mail archives manually, resulting in difficulties in document retrieval, the risk of file loss, and slow mail management processes. This study aims to design and develop a web-based Digital Archiving System for Incoming and Outgoing Mail at the Department of Youth, Sports, and Tourism of M…
Penelitian ini dilatarbelakangi oleh pentingnya peran guru dalam meningkatkan mutu pendidikan serta perlunya menumbuhkan minat mahasiswa kependidikan untuk berkarier sebagai pendidik. Salah satu faktor yang diduga memengaruhi minat tersebut adalah lingkungan keluarga sebagai lingkungan pendidikan pertama. Penelitian ini bertujuan untuk membuktikan pengaruh lingkungan keluarga terhadap minat men…
This study examined the mediating effect of reading strategies on the relationship between personality traits and reading comprehension achievement among eleventh-grade students at SMA YWKA Palembang. A quantitative research design was employed involving 85 students. Data were collected using the Big Five Personality Questionnaire to measure personality traits, a reading comprehension test, and…
Penelitian ini membahas mengenai Hubungan Kewenangan Pengawasan dan Perlindungan Hukum terhadap Pekerja Musiman di Sektor Perkebunan. Pekerja musiman pada sektor perkebunan sering menghadapi pelanggaran hak, khususnya terkait pemenuhan upah minimum. Hal ini disebabkan oleh status kerja yang tidak tetap serta lemahnya pelaksanaan pengawasan. Meskipun hak atas upah telah dijamin dalam UUD 1945 da…