Informatics Journals | Jurnal Online

Investigando Modelos de IA: GPT-4, Sabiá-3 e DeepSeek-R1 na Interpretação de Notícias Históricas sobre a Ditadura Militar no Brasil

Informatics

Este estudo analisa como grandes modelos de linguagem (LLMs) — ChatGPT (OpenAI), Sabiá-3 (MaritacaAI) e DeepSeek (China) — interpretam textos históric...

Review:

This study offers a timely and highly relevant investigation into how leading large language models (LLMs) interpret complex historical narratives, sp...

View Full Research

Achmat Sodikkun, Kholiq Budiman

Improving Pantun Generator Performance with Fine Tuning Generative Pre-Trained Transformers

Informatics

Purpose: The study aims to address the challenges in generating high-quality pantun, an important element of Indonesian cultural heritage....

Review:

This study presents a compelling approach to enhancing the generation of Indonesian pantun, a culturally significant poetic form, by leveraging state-...

View Full Research

Syuja Zhafran Rakha Krishandhie, Aji Purwinarko

Random Forest Algorithm Optimization using K-Nearest Neighborand SMOTE on Diabetes Disease

Informatics

Abstract. Diabetes is a chronic disease that can cause long-term damage, dysfunction and failure of various organs in the body. Diabetes oc...

Review:

This paper presents an investigation into optimizing the Random Forest (RF) algorithm for diabetes prediction by integrating the K-Nearest Neighbor (K...

View Full Research

Muhammad Fikri, Zaenal Abidin

Analysis Of The Use Of Nazief-Adriani Stemming And Porter Stemming In Covid-19 Twitter Sentiment Analysis With Term Frequency-Inverse Document Frequency Weighting Based On K-Nearest Neighbor Algorithm

Informatics

Abstract. This system was developed to determine the accuracy of sentiment analysis on Twitter regarding the COVID-19 issue using the Nazie...

Review:

This paper presents an analysis of Nazief-Adriani and Porter stemming algorithms' impact on COVID-19 Twitter sentiment analysis for Indonesian languag...

View Full Research

Novanka Agnes Sekartaji, Riza Arifudin

Implementation of Raita Algorithm in Manado-Indonesia Translation Application with Text Suggestion Using Levenshtein Distance Algorithm

Informatics

Abstract. Manado City is one of the multidimensional and multicultural cities, possessing assets that are considered highly potential...

Review:

This paper addresses a highly relevant and practical need for communication facilitation in multicultural tourism destinations, specifically Manado Ci...

View Full Research

Angga Riski Dwi Saputra, Budi Prasetiyo

Sentiment Analysis on Twitter Social Media Regarding Covid-19 Vaccination with Naive Bayes Classifier (NBC) and Bidirectional Encoder Representations from Transformers (BERT)

Informatics

Abstract. The Covid-19 vaccine is an important tool to stop the Covid-19 pandemic, however, there are pros and cons from the public re...

Review:

This paper presents a timely and relevant study on public sentiment regarding Covid-19 vaccination, utilizing Twitter as the data source. The research...

View Full Research

Syauqie Muhammad Marier, Fadmi Rina, Amanah Wismarta, Umi Inayatul Hidayah, Muhammad Mufti Ardani

Application Design for the Deaf Users of Trans Jogja Based on Android

Informatics

Abstract This study proposes the design and development of an Android application tailored specifically for the deaf users of the Tran...

Review:

This study presents a highly relevant and commendable initiative addressing a critical accessibility gap for deaf users of the Trans Jogja public tran...

View Full Research

Irfan Fajar Muttaqin, Riza Arifudin

Fruit Freshness Detection Using Android-Based Transfer Learning MobileNetV2

Informatics

Abstract. Fruit is an important part of the source of food nutrition in humans. Fruit freshness is one of the most important factors i...

Review:

This paper presents an Android-based system for detecting fruit freshness, specifically for apples, bananas, and oranges, utilizing the MobileNetV2 ar...

View Full Research

Grace Yudha Satriawan, Budi Prasetiyo

Hyperparameter Tuning of Long Short-Term Memory Model for Clickbait Classification in News Headlines

Informatics

Abstract. The information available on the internet nowadays is diverse and moves very quickly. Information is becoming easier to obta...

Review:

The submitted manuscript, "Hyperparameter Tuning of Long Short-Term Memory Model for Clickbait Classification in News Headlines," addresses a highly p...

View Full Research

Meidika Bagus Saputro, Alamsyah Alamsyah

Comparison of Naive Bayes Classifier and K-Nearest Neighbor Algorithms with Information Gain and Adaptive Boosting for Sentiment Analysis of Spotify App Reviews

Informatics

Abstract. At this time, the development of technology are increase rapidly. One of the issue that appear with advance technology is da...

Review:

This paper presents a comparative study of Naive Bayes Classifier and K-Nearest Neighbor algorithms for sentiment analysis of Spotify app reviews, enh...