Articles | Sciaria - Science Aria

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...

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Alexandre Louzada, Mônica Ferreira da Silva, Tiago França

Revisão Sistemática de Literatura como Base para a Construção de um Catálogo de Apoio Terapêutico e Educacional para Pessoas com Transtorno do Espectro Autista (TEA)

Inclusion

Este estudo apresenta uma revisão sistemática da literatura sobre tecnologias digitais voltadas para o apoio terapêutico e educacional de pessoas com...

Review:

This systematic literature review addresses a highly relevant and timely topic: leveraging digital technologies for the therapeutic and educational su...

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Maria Eduarda Vieira Wendhausen

Realidade Virtual Desvelada

Art

Este estudo fornece uma análise pormenorizada do estado da arte da realidade virtual como um meio significativo na estética. Pretende explorar a reali...

Review:

This study, "Realidade Virtual Desvelada," presents an ambitious and timely exploration into the realm of virtual reality as a significant medium with...

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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-...

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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...

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

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Abdillah Azmi, Alamsyah Alamsyah

Textual Entailment for Non-Disclosure Agreement Contract Using ALBERT Method

Law

Purpose: NDA (Non-Disclosure Agreement) is one type of contract letter. An NDA binds two or more parties who all agree that certain informa...

Review:

This paper tackles the significant real-world problem of understanding Non-Disclosure Agreement (NDA) contracts, a task that is vital for businesses b...

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Bondan Eka Nugraha, Zaenal Abidin

QR-Code Based Visual Servoing and Target Recognition to Improve Payload Release Accuracy in Air Delivery Missions using Fully Autonomous Quad-Copter UAV

Robotics

Abstract. Unmanned Aerial Vehicles (UAVs) are increasingly utilized for package delivery due to their efficiency and automation capabilitie...

Review:

This paper presents a timely and relevant solution to the pervasive "last-mile delivery problem" in autonomous UAV package delivery. It accurately ide...

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Rima Ayu Cahyani, Aji Purwinarko

Neural Network Optimization Using Hybrid Adaptive Mutation Particle Swarm Optimization and Levenberg-Marquardt in Cases of Cardiovascular Disease

Biomedical

Abstract. Cardiovascular disease is a condition generally characterized by the narrowing or blockage of blood vessels, which can lead...

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This paper presents a method for optimizing neural network performance in the critical area of cardiovascular disease (CVD) prediction, a leading glob...

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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...

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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...