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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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Analisis dan Prediksi Tingkat Kemiskinan di Sumatera Utara menggunakan Model LSTM berbasis Google Earth Engine
Dinamik
Vol 30
, No 2
(2025)
This study analyzes the prediction of poverty levels in North Sumatra Province by applying the Long Short-Term Memory (LSTM) method based on time series integrated with Google Earth Engine (GEE). Historical poverty data of districts/cities were obtained from the Central Statistics Agency (BPS) and processed using Python in Google Colab for LSTM model training. The prediction results are visualized spatially in the form of thematic maps through GEE to identify areas with high poverty rates. The e...
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From Words to Understanding: Tracing the Path from Vocabulary to Comprehension
Scripta : English Department Journal
Vol 12
, No 1
(2025)
This study aimed to determine students' mastery of English vocabulary and reading comprehension levels, as well as the correlation between these two variables. This study employed a quantitative approach, which involved both descriptive and correlational analyses. The instrument of this study was a test adapted from Ratnawati (2006). The study's respondents were 108 grade 7 students from a public junior high school. The results showed that the level of students’ English vocabulary mastery was po...
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PERSEPSI SISWA TERHADAP GAME EDUKASI “KARISMA” DALAM MEMBANGUN PENDIDIKAN KARAKTER MERDEKA BELAJAR PADA KELAS VIII SMP NEGERI 18 SURAKARTA TAHUN AJARAN 2024 / 2025
Jurnal Global Citizen : Jurnal Ilmiah Kajian Pendidikan Kewarganegaraan
Vol 14
, No 1
(2025)
Tujuan penelitian ini: 1) Untuk menganalisis game edukasi "KARISMA" dalam pembentukan karakter Merdeka Belajar pada siswa kelas VIII SMP Negeri 18 Surakarta tahun ajaran 2024 / 2025. 2) Untuk mendeskripsikan persepsi siswa kelas VIII SMP Negeri 18 Surakarta dalam penggunaan game edukasi "KARISMA" dalam pembelajaran pada tahun ajaran tahun ajaran 2024 / 2025.
Bentuk penelitian ini menggunakan metode penelitian deskripsi kualitatif. Subjek penelitian ini melibatkan guru PPKn kelas VIII dan sisw...
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ANALYSIS OF RICE PLANT GROWTH (Oryza Sativa) IN POND (PLANTING MEDIA) AT VEGETATIVE STAGE IN LAVERNA GUNUNGSITOLI
Bawamenewi, Tuti Ariani
; Gulo, Septin Melindra
; Zendrato, Intan Novibriani
; Harefa, Oferlina
; Zendrato, Della Howu Howu
; Gulo, Lilis Sartika
; Zega, Priska Rahmat Yanti
Agrisaintifika : Jurnal Ilmu - Ilmu Pertanian
Vol 9
, No 2
(2025)
This study aims to analyze the early growth of rice plants (Oryza sativa L.) at the vegetative stage, which are planted in ponds as an alternative medium in Laverna, Gunungsitoli, to address the challenge of limited rice field land. The method used is descriptive quantitative, with the observed parameters including plant height, number of stems, and number of leaves measured on days 7, 15, and 22 after planting. Samples were taken from 10 plants out of a total population of 35 planting holes wit...
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Analisis Sistem Manajemen Security PT. Kereta Api Indonesia
CiDEA Journal
Vol 4
, No 1
(2025)
The application of safety is an important matter in carrying out activities inland transportation including railroad transportation. Jabodetabek travel routes are handled directly by PT. Kereta Komuter Indonesia. This activity certainly requires a lot of human labor so safety is very important in this regard. With the existence of safety arrangements, it will avoid any related things from accidents or losses due to the delay in the completion of work caused by the inaccurate company safety manag...
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Studi Kajian Strategi Promosi Penjualan Olahan Kelapa Menjadi Keripik
Permata, Suarika Diah
; Wanti Siregar, Lidia
; Wigrha, Biwi Cahya
; Andini, Della Surya
; Rangkuty, Dewi Mahrani
CiDEA Journal
Vol 4
, No 1
(2025)
The business product discussed by the author is coconut chips. Coconut chips are products made from white, crispy and sweet coconut flesh and have a distinctive coconut smell. In general, this product is made from coconuts aged 7-8 months, consumed as snacks or dried foods. The purpose of making coconut chips is to be an alternative for the community as a snack product that has high nutritional value. In addition, it can increase the utilization of young coconuts and can be an alternative busine...
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Pengendalian Konsumsi Gula Dalam Mencegah Penyakit Diabetes Melitus Tipe II Di Usia Dini
Lestari, Trisna
; Bachtiar, Arsyad
; Kurniawa, Agus
; Feyki, Della Fitrian
; Melina, Melina
; Fitri, Aisyah Nur
; Baqiyatusshalihah, Ratu Binar
; Rizky, Muhammad
; Audriana, Reza
; Luthfiah, Ade Sofi
; Dipriana, Dipriana
Abdi Geomedisains
Vol 6
, No 1
(2025)
Diabetes Mellitus (DM) is a chronic disease caused by a lack of insulin production or resistance to insulin, which leads to increased glucose levels in the body. This disease has an increasing prevalence, both in developed and developing countries, and is becoming a global health problem. One of the main factors at risk of increasing DM is lifestyle and habits, especially the habit of consuming sweet foods and lack of physical activity. This research aims to provide education about controlling s...
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Edukasi Keamanan Pangan pada Tingkat Sekolah Dasar di Lingkungan Madrasah Ibtidaiyah Muhammadiyah Kota Madiun
Banna, Muhammad Hasan Al
; Fauzi, Irfan Miftahul
; Negara, Santosa Pradana Putra Setya
; Iswari, Dian Ardifah
; Dewi, Lenny Puspita
; Kawuri, Gabriella Vindy
; Murtiyasa, Budi
Buletin KKN Pendidikan
Vol 7
, No 1
(2025)
Keamanan pangan adalah isu global dan nasional yang mempengaruhi kesehatan dan kesejahteraan masyarakat, terutama anak-anak yang masih dalam tahap perkembangan. Di Indonesia, kasus keracunan makanan sering kali terjadi di lingkungan sekolah dasar, yang menunjukkan pentingnya pengetahuan dan praktik keamanan pangan di kalangan anak-anak. Pada pengabdian ini dilakukan kegiatan edukasi tentang keamanan pangan di Madrasah Ibtidaiyah Muhammadiyah Kota Madiun dengan harapan mampu meningkatkan pengetah...
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Penerapan E-Samsat dalam Pelayanan Pajak Kendaraan: Tantangan dalam Penerapan Sistem Pajak Online di Jakarta
Zahra Hanifah Salma
; Bella Ola Shakira
; Mega Arinda Pramessella
; Agustina Fita Lestari Sitanggang
; Fatkhuri Fatkhuri
Public Service And Governance Journal
Vol 6
, No 2
(2025)
This study aims to analyze the challenges in implementing e-Samsat as a form of digitalization of motor vehicle tax services in Jakarta. E-Samsat is an information technology-based public service innovation designed to simplify the online tax payment process, improve the efficiency of public services, and support local government transparency and accountability. This research uses a descriptive qualitative method with a literature study, which examines various sources such as scientific journals...
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