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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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Pemanfaatan Pemasaran Digital Bagi Usaha Mikro, Kecil, dan Menengah di Desa Dandangan
The Community
Vol 2
, No 2
(2025)
Digital transformation presents a major opportunity for MSMEs to expand markets and improve efficiency. In Dandangan Village, Kediri, many MSMEs use social media and e-commerce platforms, yet market reach remains limited and digital marketing knowledge is lacking. A one-month community service program provided training and outreach to enhance MSMEs’ digital literacy, including the use of mind maps as marketing planning tools. Results showed improved digital promotion skills, including public spe...
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PEMANFAATAN KARBON SISA HASIL PEMBENTUKAN KRISTAL LIMBAH TULANG IKAN TENGGIRI (SCOMBEROMORUS COMMERSON LACEPEDE) DAN IKAN BELIDA (CHITALA LOPIS) UNTUK MENGADSORPSI ZAT WARNA SINTETIK CONGO RED
Ramadani, Pino
; Fransiska, Firnanda Zuni
; Putri, Aisyah Adinda
; Maharani, Tiara
; Syahputri, Salsabila Dia
; Rahmadani, Fitri Nur
; Wirhanuddin, Wirhanuddin
; Nurhadi, Mukhamad
Jurnal Inovasi Teknik Kimia
Vol 10
, No 3
(2025)
To date, industrial wastewater treatment efforts have largely relied on conventional methods that are sensitive to environmental changes and less effective in degrading complex dyes such as Congo Red. One promising alternative approach is adsorption using biomass-based activated carbon, including waste derived from fish bones. This study aims to investigate the properties, surface characteristics, and adsorption mechanism of residual carbon obtained from crystal formation processes using waste b...
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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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UJI KINERJA KOMPOSIT BENTONIT-KARBON AKTIF KULIT DURIAN SEBAGAI ADSORPSI LOGAM BESI (Fe) DALAM LIMBAH TEKSTIL JUMPUTAN
Jurnal Inovasi Teknik Kimia
Vol 10
, No 3
(2025)
Kandungan logam besi (Fe) yang terdapat dalam limbah tekstil jumputan dapat menimbulkan pencemaran lingkungan di sekitar industri. Salah satu metode untuk mengurangi kandungan logam besi (Fe) dalam limbah tekstil jumputan yaitu melalui proses adsorpsi. Kulit durian mengandung selulosa yang tinggi yaitu 50-60%, lignin dan pati masing-masing 5% yang berpotensi dapat dijadikan bahan baku untuk pembuatan karbon aktif. Pembuatan karbon aktif ini dapat dikombinasikan dengan bentonit. Bentonit merupaka...
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THE INFLUENCE OF RETURN ON EQUITY, DEBT RATIO AND DIVIDEND POLICY ON COMPANY VALUE
Stability: Journal of Management and Business
Vol 8
, No 1
(2025)
This study aims to analyze the effect of return on equity, debt equity ratio and dividend payout ratio on firm value. The study was conducted in manufacturing companies in the various industrial sectors for the period 2019-2022. The sampling technique was carried out using the probability sampling method using the criteria of companies listed in the various industrial sectors of the IDX from 2019-2022.. The data analysis method uses STATA. Proxies for return on equity variables use return on equ...
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Evaluation of Machizukuri Process in The Development of Embung Setumpeng Toursim Area, Gentungan Village, Mojogedang District of Karanganyar Regency
Hadi, Syamsul
; Kusumaningdyah N.H
; Wianto, Ardian Ozzy
; Septiyanto, Muhamad Dwi
; Prasetyo, Ari
; Widiyanti, Emi
Jurnal Pengabdian Teknologi Tepat Guna
Vol 6
, No 2
(2025)
Successful sustainable regional development requires not only the efforts of formal institutions, such as the government but also active community efforts. Therefore, the involvement of the local community is a crucial aspect. This was in line with the Japanese method referred to as Machizukuri. Based on the definition by Evan (2002), Machizukuri is defined as community/neighborhood planning, which implies substantive citizen involvement in autonomous regional planning. Since 2018, the developme...
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Efektivitas Monitoring Pelaporan Transaksi Asuransi Secara Real-Time Dengan Berbasis Website
Jurnal Elektronika dan Komputer
Vol 18
, No 1
(2025)
The insurance business in an insurance company offers insurance products owned by insurance companies. There are many transactions such as the purchase of insurance products and the application of disbursement of insurance benefits to customers, so that disputes occur in the reports generated every month and this does not become effective and time-efficient as needed. This study aims to evaluate the effectiveness of a website-based real-time insurance transaction reporting monitoring system. Thi...
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Sistem Irigasi Cerdas Berbasis IoT untuk Mendukung Ketahanan Pangan di Desa Pentur
Jurnal Elektronika dan Komputer
Vol 18
, No 1
(2025)
The food security program involving chili cultivation in Pentur Village is hindered by inefficiencies in water use and suboptimal plant growth, primarily due to traditional irrigation methods that fail to consistently maintain ideal soil moisture and temperature. This issue is exacerbated by unpredictable environmental shifts, such as fluctuating weather patterns, and a lack of precise irrigation control stemming from technological limitations. To address this, a system for monitoring and regula...
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IMPLEMENTASI PENDIDIKAN INKLUSI DI SDN 05 NGALIYAN: STUDI KASUS ANAK BERKEBUTUHAN KHUSUS SLOW LEARNER
Maharani, Amelia
; Sifana Nur Laila
; Farahustina Ardhianshih
; Fadia Nur Amalia
; Khalimatus Sa’diyah
; Farkha Maulida
; Layla Hilyatussa’adah
NALAR: Jurnal Pendidikan dan Kebudayaan
Vol 3
, No 2
(2025)
Penelitian ini di latarbelakangi oleh anak berkebutuhan khusus “Slow Learner” bisa mendapatkan pendidikan yang layak dengan pendidikan Inklusi khususnya di Pembelajran sehari-harinya. Jadi, tujuan penelitian ini adalah untuk memberikan gambaran mengenai implementasi pembelajaran pada Anak Berkebutuhan Khusus “Slow Learner” di SD Ngaliyan 05 dan identifikasi kendalanya. Jenis penelitian yang dilakukan adalah penelitian lapangan dengan menggunakan pendekatan deskripsi kualitatif . Peneliti memanfa...
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