Browse Items (18 total)
- Collection: Vol 8 No 6 (2024)
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Comparative Evaluation of IndoBERT, IndoBERTweet, and mBERT for Multilabel Student Feedback Classification
Student feedback plays a crucial role in enhancing the quality of educational programs, yet analyzing this feedback, especially in informal contexts, remains challenging. In Indonesia, where student comments often include colloquial language and vary…
Comparative Study of Earthquake Clustering in Indonesia Using K-Medoids, K-Means, DBSCAN, Fuzzy C-Means and K-AP Algorithms
Indonesia’s frequent earthquakes, caused by its position at the convergence of multiple tectonic plates,Indonesia's frequent earthquakes, caused by its position at the convergence of multiple tectonic plates, necessitate precise seismic zone…
Data Clustering for Sentiment Classification with Naïve Bayes and Support Vector Machine
Visitor reviews play a crucial role in determining the success of a business, particularly those offering hospitality and services, such as hotels. The growth of internet technology has made it easier for guests to share their experiences, which can…
Efficient Pattern Recognition of Sundanese ScriptVariantsUsing CNN
This research aims to apply pattern recognition technology, specifically through the Convolutional Neural Network (CNN) approach, in identifying and translating Sundanese script accurately. This research is focused on recognizing…
Ingredients Identification Through Label Scanning Using PaddleOCR and ChatGPT for Information Retrieval
Human health depends on choosing food ingredients that align with dietary needs and avoid allergens. However, consumers often encounter unfamiliar ingredients that require additional information. Traditionally, they search online by typing in the…
IoT Security: Botnet Detection Using Self-Organizing Feature Map and Machine Learning
The rapid advancement of Internet of Things (IoT) technology has created potential for progress in various aspects of life. However, the increasing number of IoT devices also raises the risk of cyberattacks, particularly IoT botnets…
Knowledge Management Foundation and SolutionsImplementationin IndonesianGovernment HigherEducational Institution
The performance of XYZ, a Government Higher Educational Institution (GHEI) in Indonesia is assessed through two unintegrated applications. The 2023 targetperformancewas missed due to miscalculations outside…
Lightweight Models for Real-Time Steganalysis: A Comparisonof MobileNet, ShuffleNet, and EfficientNet
In the digital age, the security of communication technologies is paramount, with cybercrime projected to reach $10.5 trillion annually by 2025. While encryption is vital, decrypted data remains vulnerable, prompting the exploration of steganography…
Manhattan Distance-based K-Medoids Clustering Improvement forDiagnosing Diabetic Disease
Diabetes is a metabolic disorder characterized by blood glucose levels above normal limits.Diabetes occurs when the body is unable to produce sufficient insulin to regulate blood sugar levels. As a result, blood sugar management becomes impaired and…
Modified Particle Swarm Optimization on Feature Selection for Palm Leaf Disease Classification
Palm oil plantations in Indonesia face challenges in enhancing productivity and profitability, notably due to pest attacks that reduce production. Early identification and classification of plant conditions, particularly palm oil leaves, …