Browse Items (20 total)
- Collection: Vol 9 No 2 (2025)
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Sentiment Analysis of ChatGPTon Indonesian Textusing Hybrid CNN and Bi-LSTM
This study explores sentiment analysis on Indonesian text using a hybrid deep learning approach that combines Convolutional Neural Networks (CNN) and Bidirectional Long Short-Term Memory (Bi-LSTM). Due to the complex linguistic structure of the…
Multi-Process Data Mining with Clustering and Support Vector Machine for Corporate Recruitment
Having an efficient and accurate recruitment process is very important for a company to attract candidates with professionalism, a high level of loyalty, and motivation. However, the current selection method often faces problems due to…
LargeLanguage Model-Based Extraction of Logic Rules from Technical Standards for Automatic Compliance Checking
n this research, we design logic rules as a representation of technical standards documentsrelated to ship design,which will be used in automatic compliance checking. We present a novel design of logic rulesbased on a general pattern of technical…
Word2Vec Approaches in Classifying Schizophrenia Through Speech Pattern
Schizophrenia is a chronic brain disorder characterized by symptoms such as delusions, hallucinations, and disorganized speech, posing significant challenges for accurate diagnosis. This research investigates an innovative …
Comparing Word Representation BERT and RoBERTa in Keyphrase Extraction using TgGAT
In this digital era, accessing vast amountsof information from websites and academic papers has become easier. However, efficiently locating relevant content remains challenging due to the overwhelming volume of data. Keyphrase …
Hand Sign Recognition of Indonesian Sign Language System (SIBI) Using Inception V3 Image Embedding and Random Forest
This paper presents a sign language recognition system for the Indonesian Sign Language System (SIBI) using image embeddings combined with a Random Forest classifier. A dataset comprising 5280 images across 24 classes of SIBI alphabet…
Enhancing Problem-Solving Reliability with Expert Systems and Krulik-Rudnick Indicators
Problem-solving is one of the skills needed in the 21st century, but there is a significant gap between the ideal conditions and the reality of students' problem-solving skills. One method that can improve students' problem-solving …
An In-depth Exploration of Sentiment Analysis on Hasanuddin Airport using Machine Learning Approaches
Machine learning-based sentiment analysis has become essential for understanding public perceptions of public services, including air transportation. Sultan Hasanuddin Airport, one of the main gateways in eastern Indonesia, faces the…
Implementation of Generative Language Models in Cyber Exercise Secure Coding Using Prompt Engineering
Utilizing Artificial Intelligence (AI) in various fields can open up great opportunities to improve cybersecurity. AI can effectively detect security threats, analyze attack patterns, and respond rapidly to changes in thecyber…
Measuring Factors of Trust in the Use of E-Government: A Multi-Factor Analysis ofthe E-Governmentin Indonesia
Research related to trust has been widely conducted, but few studies have comprehensively explored the factors influencing trust, encompassing both technical and non-technical aspects, particularly in the context of the public sector. This gap serves…