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Evaluation ChatGPT User Sentiment using Naive Bayes: A Review of Confusion Matrix and Classification Report
Dianda Rifaldi
; Tri Stiyo Famuji
; Bella Okta Sari Miranda
; Fauzan Purma Ramadhan
; Iriene Putri Mulyadi
; Vanji Saputra6
; Fanani, Galih Pramuja Inngam
Jurnal Riset Sistem dan Teknologi Informasi
Vol 3
, No 2
(2025)
The development of artificial intelligence (AI) technology, particularly in natural language processing (NLP), has led to various innovations, including ChatGPT. Its growing popularity highlights the need for user sentiment analysis. This study evaluates user sentiment toward ChatGPT using the Naive Bayes algorithm. The dataset, obtained from Kaggle, consists of 500 labeled English tweets categorized as positive, neutral, or negative. The process involved text preprocessing, TF-IDF feature extra...
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Forward chaining Method for Early Detection of Mental Disorders
Jurnal Riset Sistem dan Teknologi Informasi
Vol 3
, No 2
(2025)
Mental disorders are specific conditions associated with symptoms and pain that cause disruptions in psychosocial functioning. In general, people who want to diagnose mental disorders need to meet directly with a doctor. This research aims to develop an expert system that can assist in the process of diagnosing mental disorders, where this system can produce decisions equivalent to those of a doctor, so that the public no longer needs to meet a doctor directly for initial diagnosis. This researc...
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Decision Support System for Motorcycle Selection for Students Using the Simple Additive Weighting (SAW) Method
Jurnal Riset Sistem dan Teknologi Informasi
Vol 3
, No 2
(2025)
Researchers conducted a selection process for motorcycles that align with the needs and financial conditions of students, as this process is often quite complex. This complexity arises from the wide range of options and the numerous criteria that must be considered, such as price, fuel efficiency, engine capacity, comfort level, and design aesthetics. The objective of this study is to design a Decision Support System (DSS) by implementing the Simple Additive Weighting (SAW) method to assist stud...
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Mapping Two Decades of Research on Faded Examples and Science Reasoning: Bibliometric Analysis Using VOSviewer
Jurnal Penelitian Pembelajaran Fisika
Vol 16
, No 3
(2025)
Scientific reasoning skills are key competencies in 21st-century science education. One learning strategy believed to promote the development of these skills is the faded example, which involves presenting examples whose solutions are gradually reduced to support students' independent thinking processes. This study aims to map trends and relationships between the faded example strategy and scientific reasoning through bibliometric analysis using VOSviewer. A total of 87 articles meeting the incl...
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Hasil Microgreen Sawi Sendok pada Media Tanam Rockwool Menggunakan Pupuk ABmix, Pupuk Organik Cair Nasa dan Pupuk Pemacu Tumbuh Hormonik
Sarijan, Abdullah
; Djaja, Irba
; Dwi AS, Kurniawan
; Majid, M Asvad B
; Farahningtyas, Diva Aulia
; Syari, Halana
; Ramadhani, Fitri
; Anjani, Sri
; Ekowati, Nurhening Y
Mediagro: journal of agricultural sciences
Vol 21
, No 2
(2025)
Microgreens are nutrient-rich vegetables with a very short harvest life. Compared to mature vegetables, microgreens have a higher nutritional content. Besides that, microgreens are generally free from chemical pesticide contamination and are considered a very healthy food ingredient. This research aims to determine how fertilization influences the growth and yield of spoon mustard microgreens grown using rockwool media. The study was carried out at the Agrotechnology Laboratory at Universitas Mu...
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Manajemen Program Student Exchange di SD Muhammadiyah Wirobrajan 3 Yogyakarta dan SD Muhammadiyah Sokonandi Yogyakarta
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 4
, No 3
(2025)
Penelitian ini menganalisis manajemen program pertukaran pelajar di SD Muhammadiyah Wirobrajan 3 dan SD Muhammadiyah Sokonandi Yogyakarta yang bertujuan meningkatkan mutu pendidikan dasar melalui pertukaran budaya dan pembelajaran global. Pendekatan yang digunakan adalah deskriptif kualitatif dengan teknik pengumpulan data berupa wawancara, observasi, dan studi dokumentasi. Informan penelitian meliputi kepala sekolah, pengelola program, guru pendamping, siswa, dan orang tua. Hasil penelitian men...
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THE INFLUENCE OF CAPITAL STRUCTURE, COMPANY SIZE, AND ASSET GROWTH ON FINANCIAL PERFORMANCE IN STATE-OWNED ENTERPRISES (SOES)
Stability: Journal of Management and Business
Vol 8
, No 1
(2025)
This study aims to examine whether capital structure, firm size, and asset growth influence financial performance in state-owned enterprises (SOEs). The population in this study consists of companies listed as SOEs. The sample size includes 34 respondents, selected using the purposive sampling method. The research employs a quantitative approach, utilizing secondary data sources. Data analysis is conducted using multiple linear regression analysis with SPSS version 26. The results indicate that...
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EFEKTIVITAS E-POCKET BOOK ANESTESI UNTUK MENINGKATKAN MOTIVASI BELAJAR MAHASISWA PRA-KLINIK
Jurnal Fisioterapi dan Ilmu Kesehatan Sisthana (JUFDIKES)
Vol 7
, No 2
(2025)
Motivasi belajar merupakan dorongan yang berasal dari internal maupun eksternal diri seseorang. Motivasi belajar menjadi faktor penting dalam keberhasilan pendidikan mahasiswa. Tetapi, rendahnya motivasi belajar masih menjadi kendala utama, yang disebabkan oleh kurangnya minat terhadap media pembelajaran yang digunakan. E-pocket book menjadi salah satu solusi alternatif karena bersifat praktis, mudah diakses, dan memuat materi pembelajaran secara ringkas namun padat. Tujuan dari penelitian ini u...
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The Role of Geospatial Technology and Landform Mapping for Volcanic Secondary Hazard Anticipation in Semeru Volcano, Indonesia
Forum Geografi
Vol 39
, No 2
(2025)
The combination of geospatial technology and field-based evidence plays an important role. It has become a fundamental information system for any disaster-related database, such as a map at the local and regional levels. This research aims to map the geomorphological conditions of the Semeru Volcano after the 2021 eruption and to identify the area of the rain-triggered lahar slide based on the geomorphological conditions. We used remote sensing, geographic information systems, and field surveys....
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Predictive Modeling of Microstrip Antenna Slot Dimensions Using Random Forest Regression
Jurnal Elektronika dan Komputer
Vol 18
, No 1
(2025)
This study presents a machine learning approach for predicting the dimensions of microstrip antenna slots based on antenna performance parameters such as frequency, gain, directivity, return loss (S11), radiation efficiency, and VSWR. A two-phase methodology was employed. In the first phase, ten regression algorithms were evaluated, and Random Forest was identified as the most effective model based on Mean Absolute Error (MAE) and R-squared (R²) scores. In the second phase, hyperparameter tuning...
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