Adolescence is a transition period from child to adult. In this period of transition to adulthood, many factors influence the character of adolescents, especially in the social and family environment. Teenagers' actions such as skipping school, brawls, theft, promiscuity, murder and drugs can disrupt the social environment. The rise of teenagers who become victims both physically and psychologi…
Background: Bone marrow trephine biopsy is an essential diagnostic procedure for hematological diseases through assessment of morphology, fibrosis, cellularity, and tumor involvement. Since 2023, Dr. Mohammad Hoesin General Hospital Palembang has routinely performed bone marrow biopsies; however, clinicohistopathological data remain limited. This study aimed to describe the bone marrow clinicoh…
The split bill phenomenon on social media X has sparked complex debates regarding gender roles and financial ethics in romantic relationships. This study aims to map public sentiment and language patterns regarding this issue using a mixed-methods sequential explanatory design. The applied approach includes corpus linguistics analysis using Voyant Tools, covering frequency, collocation, and con…
This research aims to develop a 3D representation of the parenchyma tissue structure based on its functions using Blender software. The 3D representations developed include assimilation parenchyma from Japanese spinach (Spinacia oleracea), storage parenchyma from potato (Solanum tuberosum), aquifer parenchyma from cacti (Brasilicereus phaeacanthus), and air parenchyma from water hyacinth (Eichh…
This research aims to determine the extent of land use change, as well as the factors and impacts of swamp land use change that occurred in 2018 and 2024. The study was conducted from December 2024 to May 2025 using spatial analysis. Mapping was carried out through direct surveys at the research location in Rambutan Subdistrict, Banyuasin Regency, South Sumatra, and processed using QGIS softwar…
Facial paralysis is a condition characterized by the loss of motor function in the facial muscles and requires accurate clinical evaluation. Conventional visual assessments are often subjective, creating variability in diagnosis; therefore, a more consistent image-based assistance system is needed. This study develops an automated classification system for facial paralysis severity using the VG…
This research focuses on discussing relational embeddedness and structural embeddedness in the marketing of palm sugar at the MSMEs Kups Palm Sugar Wanajaya. Social embeddedness in marketing palm sugar is manifested by the attachment between MSMEs and customers, apart from that it is also manifested by the attachment between MSMEs actors, palm sugar retailers, palm sugar suppliers. The aim of t…
TikTok social media has evolved into one of the most popular digital platforms; however, its comment sections are frequently misused for the covert promotion of online gambling. The text disguise patterns employed by perpetrators render manual moderation mechanisms difficult and inefficient. This study performs text classification on online gambling comments. The method employed is Long Short-T…
This study proposes an image steganography architecture based on a modified U-Net integrated with Convolutional Spatial Attention (CSA) on the cover stream and a Laplacian-based Residual Map on the Y-channel, designed to produce an embedding probability map that more selectively targets textured regions. The model generates a residual embedding which is inserted using a ±1 modulation scheme wi…
This study implements the LayoutLM model for the Named Entity Recognition (NER) task to extract nutritional information from packaged food labels. The LayoutLM architecture was chosen for its ability to integrate textual and spatial layout information (bounding boxes), overcoming the limitations of text-only models in processing semi-structured documents. The model was fine-tuned using the open…
Background: Acute coronary syndrome (ACS) is a heart disorder characterized by the sudden decrease of blood supply to the heart due to the narrowing of the coronary blood vessels. Acute coronary syndrome is based on risk factors such as age, gender, and lifestye. An abnormal lipid profile due to an unhealthy lifestyle is also one of the risk factors of acute coronary syndrome. This study aims t…
Gurugram, an urban center in India, experiences elevated levels of air pollution as a result of rapid urbanization and intensified industrial operations. Air pollution, responsible for 25% of all deaths in underdeveloped countries, can lead to long-term health conditions such as lung cancer and cardiovascular disease. Precise forecasting of the Air Quality Index (AQI) is crucial for the impleme…
One of the factors that can affect DSSC performance are electrolytes. The addition of continuous fiber tissue can improve DSSC performance by maintaining electron continuity because electrolytes are always available. The fiber tissue used in this study was facial tissue. This research studied the differences in the width of the continuous fiber tissue layer as an electrolyte provider on the per…
Colorectal cancer is a leading cause of cancer-related deaths globally, predominately developing from adenomatous polyps. While colonoscopy is the gold standard for polyp detection, it suffers from a miss rate of 26% due to operator fatigue and visual variability. This study aims to develop a real-time Computer-Aided Diagnosis (CADx) system for polyp segmentation using the efficient YOLOv11-Seg…
Job vacancy information is now more accessible to the public. However, this ease of access also has a negative impact, namely the increased ease with which fake job vacancies can be spread, causing harm to job seekers. Therefore, this study aims to develop a model based on Bidirectional Encoder Representation from Transformers (BERT) to classify genuine and fake job vacancies. The dataset used …
The massive growth of digital information, especially in the form of news articles, demands a system that is able to filter important information efficiently. Abstractive text summarization is a strategic solution in summarizing information by producing new sentences that still represent the main content of the source text. This study aims to apply the Bidirectional and Auto-Regressive Transfor…
Security in authentication systems is a crucial aspect of protecting user data and identity. One approach that can be applied is keystroke dynamics, which analyzes typing patterns as a form of behavioral biometric characteristics. This study aims to develop and evaluate a machine learning based classification model using the Random Forest algorithm to identify user typing patterns. The dataset …
This study develops a food image classification system for Indonesian traditional dishes based on Convolutional Neural Network to support the digitalization of internal processes in the culinary sector, particularly for automatic food identification and menu management. The model is built using the EfficientNet family and evaluated on a dataset consisting of 30 classes of Indonesian traditional…
Communication is very important for humans in their daily lives. However, for people with hearing impairments, this can be a problem. Many people do not understand the sign language used by people with hearing impairments. In order to communicate with people with hearing impairments, people must learn sign language. Therefore, a system that predicts sign language movements based on sound can he…
Pneumonia is a lung infection caused by various pathogens and poses a global health threat with a high mortality rate. The World Health Organization (WHO) reports that pneumonia caused approximately 740,180 deaths among children under five years of age in 2019, making early detection essential. Pneumonia is generally diagnosed using chest X-ray images because they are inexpensive, easily access…
The increasing problem of drug abuse has made it difficult for families to determine whether noticeable changes in a person’s behavior are normal or early signs of addiction. To address this challenge, this study develops an addiction-screening system using the Fuzzy Tsukamoto method combined with Particle Swarm Optimization (PSO). The system assesses four main indicators—physical, psycholo…
Artificial intelligence in video games plays an important role in managing the behavior of non-player characters (NPC) to make them appear dynamic and unpredictable. One method often used is the Finite State Machine (FSM), but this method has limitations because the transitions between states are deterministic and not varied. This study aims to design and implement a Probabilistic Finite State …
Kondisi tanah lunak yang sangat tidak mungkin bisa langsung digunakan untuk konstruksi apabila tidak ada perbaikan terlebih dahulu karena kompresibilitas yang tinggi akibat dari konsolidasi tanah yang merupakan pengaruh dari beban diatas tanah lunak. Metode perbaikan tanah lunak yang dilakukan untuk infrastruktur jalan tol yaitu dengan metode vakum konsolidasi. Pemodelan vakum konsolidasi dilak…
Intrusion Detection System (IDS) plays a critical role in maintaining network security by identifying abnormal or potentially malicious activities. However, the increasing complexity and volume of network traffic in distributed environments pose challenges for conventional detection systems in terms of accuracy and real-time capability. This study proposes an unsupervised learning-based IDS usi…
This study aimed to evaluate the effectiveness of the distillation process in producing liquid smoke from two types of raw materials: mushroom baglogs and coconut shells, using various volume variations. The parameters analyzed included distillation temperature, liquid smoke pH, processing time, fuel consumption (LPG gas cylinders), and the efficiency of the distillation apparatus. The results …
Remaja merupakan kelompok yang rentan mengalami perubahan fisiologis, psikologis, serta tekanan akademik yang dapat memengaruhi kualitas tidur dan tingkat stres. Kualitas tidur yang buruk dan stres berkepanjangan berpotensi meningkatkan tekanan darah, yang dalam jangka panjang dapat memicu hipertensi. Studi pendahuluan yang dilakukan di MAN 1 Ogan Ilir menunjukkan adanya gangguan tidur, stres a…
Background: Coronary Artery Bypass Graft (CABG) is a myocardial revascularization procedure aimed at restoring blood flow to the heart in patients with coronary artery disease. Postoperative evaluation of functional capacity is important to assess the effectiveness of cardiac recovery, particularly during phase I of cardiac rehabilitation. The Six-Minute Walk Test (6MWT) is a simple and safe me…
Indonesia is experiencing rapid technological development, especially in the use of the internet and editing platforms such as CapCut. These platforms allow video editing on various devices, but user satisfaction is not always guaranteed due to differences in individual experience. To understand users' opinions and perceptions of CapCut, this study uses Aspect-Based Sentiment Analysis (ABSA) an…
Penelitian ini bertujuan untuk mendeskripsikan dinamika kepribadian tokoh utama dan cara implementasi hasilnya dalam pembelajaran Bahasa Indonesia, dengan fokus pada novel Di Balik Kabut Amnesia karya Mira Widjaja. Novel ini dipilih karena menyajikan tema yang relevan dengan kondisi psikologis manusia, khususnya mengenai amnesia disosiatif dan dampaknya terhadap kepribadian tokoh utama, Verina.…
Nyeri haid atau dismenore yang dialami oleh hampir sebagian besar perempuan pada saat menstruasi berupa rasa tidak nyaman sampai dengan rasa nyeri yang hebat. Penelitian sebelumnya mendapatkan faktor-faktor yang dapat mempengaruhi dismenore pada remaja antara lain usia menarche, lama menstruasi, indeks massa tubuh, riwayat keluarga, tingkat stress, terpapar asap rokok, terpapar informasi tentan…