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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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REVITALISASI SARANA PENDUKUNG EKOWISATA GUNUNG GIYANTI MAGELANG SEBAGAI UPAYA PENGEMBANGAN PARIWISATA BERBASIS KOLABORASI
Arumbinang Wajdi, Bina
; Ismaili, Abul Fida
; Istikomah, Hulfa
; Fitriyani, Ety
; Apsari, Ayudyah Eka
Abdi Teknoyasa
(2025)
Pariwisata memiliki peran strategis dalam mendorong pertumbuhan ekonomi lokal, pelestarian lingkungan, serta pemberdayaan masyarakat. Namun, banyak destinasi wisata alam di daerah pedesaan belum dikelola secara maksimal akibat keterbatasan infrastruktur dan minimnya perawatan fasilitas pendukung. Salah satunya adalah kawasan Wisata Gunung Giyanti di Desa Balesari, Magelang, yang meskipun memiliki potensi alam luar biasa, belum mampu menarik kunjungan secara optimal karena kondisi fasilitas yang...
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OPTIMALISASI PROSES EKSTRAKSI MINYAK KAYU PUTIH MELALUI METODE RE-DISTILASI DALAM SKALA LABORATORIUM DAN PILOT PLANT
Sufra, Rifqi
; Shabira, Cika Amalia
; Firjatullah, Aiman
; Alhanif, Misbahudin
; Darojat, Yusron
; Saputri, Desi Riana
; Alfionita, Vina
; Sheldian, Rizki
; Nareswari, Tantri Liris
Jurnal Inovasi Teknik Kimia
Vol 10
, No 3
(2025)
Cajuput oil is an essential oil of high economic value and is widely used in the pharmaceutical and health industries. However, national production remains suboptimal, partly due to the low 1,8-cineole content. This study aims to compare improvements in cajuput oil quality achieved through laboratory-scale and pilot-scale redistillation processes. Redistillation was applied to cajuput oil obtained from the initial distillation, using young leaves, mature leaves, and mixed leaves as raw materials...
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GAMBARAN KREATIVITAS PADA ANAK USIA 4-5 TAHUN MELALUI PEMBELAJARAN METODE STEAM BERBASIS LOOSE PARTS DI TAMAN ANAK SANGGAR ANAK ALAM
Jurnal Talenta Psikologi
Vol 14
, No 1
(2025)
Creativity in early childhood is the ability to explore theenvironment, solve problems in unique and imaginativeways, and generate new ideas. The study aims to determine how the loose parts-based STEAM method is in increasing the creativity of children aged 4-5 years at the Taman AnakSanggar Anak Alam. This research used a qualitative method with a case study approach. Data were collectedusing observation, interview, and documentation techniques.There were 8 research informants, namely, facilita...
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Perbandingan Kinerja Keuangan Menggunakan Rasio Likuiditas, Solvabilitas, Aktivitas, dan Profitabilitas Pada Perusahaan Sub Sektor Rokok di BEI Tahun 2016-2023
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 3
(2025)
This study aims to analyze and determine whether or not there are differences in financial performance between cigarette sub-sector companies listed on the Indonesia Stock Exchange in 2016 - 2023. This type of research uses quantitative research with a comparative method. Sampling was carried out using the purposive sampling method and four companies were obtained. The data used in this study are secondary data using the company's annual financial reports. Hypothesis testing was carried out usin...
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PUBLIC SERVICE INNOVATION THROUGH THE J-SIP APPLICATION AS AN EFFORT TO IMPROVE SERVICES AT THE JEMBER REGENCY POPULATION AND CIVIL REGISTRATION SERVICE: PUBLIC SERVICE INNOVATION THROUGH THE J-SIP APPLICATION AS AN EFFORT TO IMPROVE SERVICES AT THE JEMBER REGENCY POPULATION AND CIVIL REGISTRATION SERVICE
International Journal of Management, Business and Social Sciences
Vol 4
, No 1
(2025)
The Jember Regency Population and Civil Registration Department is a service provider for the Jember community, in managing population administration. Services in population administration can now be done online. Online implementation can be carried out through the latest application, namely "Jember Service Information System (J-SIP)". The use of J-SIP will be easier to access for the people of Jember, especially those who already have an Android cellphone. However, there are still many people i...
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The Influence Of Growth Regulating Hormone Levels On In Vitro Plant Growth Of Aloe Vera (Aloe Vera Linn.)
Mediagro: journal of agricultural sciences
Vol 21
, No 2
(2025)
Aloe vera adalah tanaman sukulen abadi seperti kaktus, tahan kekeringan, dan termasuk dalam famili Liliaceae. Tujuan penelitian ini untuk mengetahui pengaruh pemberian berbagai jenis hormon dan taraf konsentrasi terhadap pertumbuhan tinggi tanaman, jumlah daun, panjang akar, jumlah akar dan berat basah akar tanaman Aloe vera. Metode penelitian ini menggunakan Rancangan Acak Lengkap (RAL) faktorial terdiri dari 2 faktor antara lain Faktor pertama adalah hormon tumbuh terdiri dari lima taraf yaitu...
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Analisis Pengendalian Kualitas Produksi Guna Meminimumkan Jumlah Produk Cacat dengan Metode Statistical Process Control (SPC) pada PT ABC
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 4
, No 3
(2025)
The quality of the final product determines the success of a company, especially in the manufacturing industry. This study aims to analyze the causes of defective products in plywood products, with the hope of minimizing the number of defective products produced, thereby improving product quality. The method used is statistical process control (SPC) by conducting observations and interviews to understand the quality control implemented. The results of the study indicate that the production proce...
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Pengaruh Struktur Modal dan Profitabilitas Terhadap Nilai Perusahaan PT Kalbe Farma Tbk. Yang Terdaftar di Bursa Efek Indonesia Periode 2020-2024
Populer: Jurnal Penelitian Mahasiswa
Vol 4
, No 2
(2025)
This study aims to determine the effect of capital structure on firm value at PT Kalbe Farma Tbk listed on the Indonesia Stock Exchange for the period 2020-2024, the effect of profitability on firm value at PT Kalbe Farma Tbk listed on the Indonesia Stock Exchange for the period 2020-2024, and the effect of capital structure and profitability on firm value of PT Kalbe Farma Tbk for the period 2020-2024. The method used in this research is an associative quantitative approach, which focuses on th...
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Pengaruh Gaya Kepemimpinan dan Lingkungan Kerja Terhadap Kinerja Karyawan Home Industry Ice Cream El Fariz
Populer: Jurnal Penelitian Mahasiswa
Vol 4
, No 2
(2025)
This study aims to analyze the influence of leadership style and work environment on employee performance at Home Industry Ice Cream El Fariz. The background of this research highlights the importance of adaptive human resource management in small business environments, where interpersonal relationships and informal organizational structures significantly impact work effectiveness. The research employed a quantitative approach using a survey method, in which data were collected through questionn...
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