83 results
Showing 1–20 · 0.28 seconds · RSS
Buana Information Technology and Computer Sciences
ISSN 2715-2448 · Universitas Buana Perjuangan Karawang · 83 articles in the index
-
Journal Article
Flora Folium: Plant Leaf Identification Using Convolutional Neural Networks (CNN): Author's Country: Philippines
Image processing is a technique to translate an image into digital form and execute some operations on it to obtain an improved image or extract some useful information from it. FloraFolium aimed to address the challenges in plant identification, especially in the Philippines, where many plant…
-
Journal Article
Application of XGBoost Algorithm in Sentiment Classification of MOBA Game Reviews on Google Play Store: Author's Country: Indonesia
In the rapidly evolving digital era, business applications like GoBiz play a crucial role in supporting the operations of Micro, Small, and Medium Enterprises (MSMEs). This study aims to analyze user sentiment toward the GoBiz app based on reviews on the Google Play Store by applying two machine…
-
Journal Article
Classification of Tulungagung Batik Images in Comparison of Convolution Neural Network and Vision Transformer Algorithms: Author's Country: Indonesia
Batik is a significant Indonesian cultural heritage with a vast diversity of motifs, making manual classification a challenging task. This research provides a comparative analysis of two prominent deep learning architectures, the Convolutional Neural Network (CNN), represented by VGG16, and the…
-
Journal Article
Advancing Secure Communication in the Quantum Era through the Integration of Artificial Intelligence and Quantum Cryptographic Techniques: Author's Country: India
Utilizing the ideas of quantum physics, quantum cryptography is quickly becoming a vital defense against the growing cybersecurity risks of the contemporary day, especially in light of developing quantum computing. This essay investigates the complex field of quantum cryptography and looks at how…
-
Journal Article
Arabica Coffee Sales Forecasting Using ARIMA Neural Network (Case Study: KOTEM Bondowoso): Author's Country: Indonesia
Kopi Tembakau (KOTEM) Bondowoso is a local coffee producer specializing in Arabica ground coffee, sourced directly from nearby farmer cooperatives. A major hurdle they face is accurately forecasting sales, a critical factor for optimizing production and inventory. To tackle this, a hybrid…
-
Journal Article
Implementation of the LSTM Model for Speech-to-Text Systems in the Recognition of the Walikan Language of Malang: Author's Country: Indonesia
This study developed a Speech-to-Text (STT) system based on the Long Short-Term Memory (LSTM) model to recognize and convert speech in the Malang Walikan language into text. The Malang Walikan language has a unique linguistic structure in the form of word reversal, which poses a challenge in speech…
-
Journal Article
Web-Based Marketplace Program Design AT PT. Cipta Innovasi Teknologi Jakarta: Author's Country: Indonesia
Business processes in today's era are dynamic, including the sale of products and services. Websites or platforms such as marketplaces are one of the effective systems in running a company's business processes. Therefore, this research aims to design a web marketplace platform to make it easier for…
-
Journal Article
Development of the Koffie Hideung Product Landing Page Using theUser-Centered Design Method and System Usability Scale (SUS) Evaluation: Author's Country: Indonesia
The advancement of information technology has transformed product marketing strategies, especially for Micro, Small, and Medium Enterprises (MSMEs). One effective digital promotional medium is the landing page, which can present product information in a structured manner and encourage potential…
-
Journal Article
LSTM-Based Classification of Indonesian Regional Song Lyrics by Language: Author's Country: Indonesia
This study successfully proposes a Long Short-Term Memory (LSTM)-based model for automatic classification of Indonesian regional song lyrics by language. Unlike prior works that often focus on sentiment analysis or use unbalanced datasets, this research utilizes a balanced dataset consisting of…
-
Journal Article
Implementation of a Bi-LSTM Model for Automatic Text Classification of Mathematics, Science, and Indonesian Language Questions: Author's Country: Indonesia
This study aims to implement the Bidirectional Long Short-Term Memory (Bi-LSTM) model for automatic text classification of Mathematics, Natural Sciences (IPA), and Indonesian language questions to support efficient question grouping in digital education systems. The dataset used consists of 2,718…
-
Journal Article
Integrating AI Chatbots and Blockchain Smart Contracts: Enhancing Fintech Accessibility for Low-Digital-Literacy Workers: Author's Country: Indonesia
Digital financial services powered by artificial intelligence (AI) and blockchain technology present transformative opportunities for workforce empowerment, yet vocational workers with limited digital literacy face significant adoption barriers. This study develops and validates an integrated…
-
Journal Article
Quantum-Enhanced Artificial Intelligence: Bridging Quantum Physics and Machine Learning for Next-Generation Computing Paradigms: Author's Country: Afganistan
Quantum computing and artificial intelligence (AI) are converging into a distinct research frontier commonly referred to as quantum-enhanced artificial intelligence, or quantum machine learning (QML). This paper presents a conceptual and integrative review of how principles from quantum physics…
-
Journal Article
A Novel Multi-Level Perceptron for Accurate Heart Stroke Diagnosis
Heart is a very important part of human body, it supply blood to body. If the heart fail down the person cannot survive. This is very important to diagnose the heart disease timely to start proper treatment. To dingoes this disease manually takes time a lot and budget of the patient. Traditionally…
-
Journal Article
Design of a Vehicle Parking Management Information System in Tanjung Duren Central Park Area West Jakarta
Tanjung Duren Parking is a parking lot whose operational activities still use a manual system, so that parking officers often experience problems such as incorrectly calculating the total parking fee or incorrectly recording incoming and outgoing vehicles, which results in parking revenue anomalies…
-
Journal Article
Multiagent Systems as an Approach to Building Fuzzy voter Communities using fuzzy languages
This paper explores the use of fuzzy set theory to model the behavior of voters in a multi-agent electoral environment. Voters, represented as fuzzy agents, communicate using imprecise language to form communities based on shared linguistic terms. By leveraging graph theory, we construct a model of…
-
Journal Article
Implementation of the C4.5 Algorithm in Predicting the Interest of Prospective Students in Choosing Higher Education
Data governance involves setting internal standards for how data is collected, stored, processed and deleted. In the context of the oil industry, data governance can intervene at the level of oil exploration and production to manipulate data in particular. In our contribution, we explain how Fuzzy…
-
Journal Article
Development of a Web-Based Youth Innovation Village System Using Laravel Framework
Youth play a crucial role in social development and serve as agents of change contributing to national progress. Karang Taruna, as a youth organization, has a strategic role in enhancing social welfare, including in Mekarjati Village. Since its establishment on November 10, 2013, Karang Taruna…
-
Journal Article
Development of a Deep Learning-Based Text-To-Speech System for the Malang Walikan Language Using the Pre-Trained SpeechT5 and Hifi-GAN Models
The Walikan language of Malang is a form of local cultural heritage that needs to be preserved in the digital era. This study aims to develop and evaluate a deep learning-based Text-to-Speech (TTS) system capable of generating speech in the Walikan language of Malang using pre-trained SpeechT5 and…
-
Journal Article
Decision Support System for the Most Chosen and Preferred Smartphone Using the MOORA Method
The rapid development of the digital era in Indonesia has posed difficulties for consumers in choosing the right smartphone for them. This research aims to develop a DSS (Decision Support System) using the MOORA (Multi-Objective Optimization on the Basis of Ratio Analysis) method to determine the…
-
Journal Article
Classification Of Rice Plant Diseases Based on Leaf Images Using the Multi Class Support Vector Machine (M-SVM) Method
The rice farming sector plays an important role in the Indonesian economy, considering that rice is the main staple food. According to IRRI, rice farmers experience crop losses of up to 37% each year due to pests and diseases. This study aims to classify rice plant diseases using the Multi-Class…