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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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Implementation of Differentiation in the Discovery Learning Model to Improve Student Learning Outcomes on Newton’s Law Topics
Jurnal Penelitian Pembelajaran Fisika
Vol 16
, No 3
(2025)
This study aims to determine the improvement in students' learning outcomes on Newton's Laws material at SMA Kemala Bhayangkari 1 Kubu Raya, through differentiated learning using the discovery learning model. The research design employed is a quasi-experimental design with a nonequivalent control group design. The research sample consisted of Class XI Physics 1 and Class XI Physics 2, each with 31 students, selected using the intact group random sampling technique. The instrument used was a test...
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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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Kelayakan Usaha Tani Cabai Merah Pada Lahan Sawah Dan Pasir Di Kabupaten Bantul
Mediagro: journal of agricultural sciences
Vol 21
, No 2
(2025)
Red chili is a horticultural commodity with high economic value and can be planted in various land conditions. This study was conducted on red chili farming in rice fields and sandy land in Bantul Regency. The purpose of this study was to determine the characteristics of red chili farming production factors used in rice fields and sandy land, to determine the comparison of revenue, costs, income, and profits of red chili farming in rice fields and sandy land, and to assess the feasibility of red...
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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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Pengaruh Konsentrasi Natrium Lauril Sulfat pada Karakteristik Fisik Sediaan Gel Sampo Ekstrak Etanol Bunga Telang (Clitoria ternatea L.)
Kunir: Jurnal Farmasi Indonesia
Vol 3
, No 1
(2025)
Bakteri dapat tumbuh pada kondisi rambut dengan kelenjar minyak berlebih, sehingga kebersihan kulit kepala harus dijaga menggunakan sampo. Penelitian ini bertujuan untuk mengetahui pengaruh natrium lauril sulfat serta konsentrasinya yang dapat menghasilkan sediaan gel sampo ekstrak etanol bunga telang dengan karakteristik yang baik. untuk mengetahui apakah semua konsentrasi natrium lauril sulfat pada sediaan gel sampo memenuhi syarat uji ALT Dirjen POM tahun 1994. Ekstraksi metode maserasi mengg...
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Uji Aktivitas Tabir Surya Ekstrak Daun Mint (Mentha Piperita L.) Yang Diekstraksi Dengan Metode Ultrasonic Assisted Extraction
Kunir: Jurnal Farmasi Indonesia
Vol 3
, No 1
(2025)
Paparan sinar matahari berlebihan menimbulkan efek merugikan bagi kulit seperti eritema, immediate pigmen darkening, fotoaging dan fotokarsinogenik. Salah satu upaya untuk mencegah yaitu menggunakan tabir surya. Daun mint (Mentha piperita L.) mengandung senyawa flavonoid yang memiliki sifat antioksidan yang sangat tinggi. Selain memiliki antioksidan yang sangat tinggi, flavonoid juga merupakan komponen yang dapat menangkal radikal induksi ultraviolet sehingga berpotensi sebagai tabir surya....
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Hubungan antara Pengetahuan dan Perilaku Penggunaan Tabir Surya pada Siswa SMK Muhammadiyah Lebaksiu, Kabupaten Tegal
Nisa, Ikrima Khaerun
; Hidayati, Nur Rahmah
; Nisa, Fitrotun
; Ratih, Putri Deti
; Rosita, Melia Eka
Kunir: Jurnal Farmasi Indonesia
Vol 3
, No 1
(2025)
Tabir surya adalah cara paling populer untuk melindungi kulit dari sinar UV. Beberapa kandungan bahan aktif dalam tabir surya dapat melindungi kulit dengan memantulkan, menghamburkan dan menyerap sinar UV. Kesadaran akan menggunakan tabir surya masih rendah di Indonesia. Hal ini terlihat masih sedikitnya masyarakat yang sadar akan penggunaan tabir surya setiap hari. Tujuan penelitian ini adalah untuk mengetahui hubungan antara tingkat pengetahuan dengan perilaku dalam penggunaan tabir surya pada...
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PENGARUH KOMBINASI MALTODEKSTRIN-KITOSAN PADA EDIBLE COATING UNTUK MEMPERTAHANKAN KUALITAS BUAH APEL POTONG
Jurnal Inovasi Teknik Kimia
Vol 10
, No 3
(2025)
The browning of freshly sliced apples greatly diminishes their quality and attractiveness to consumers. Edible coatings offer a viable solution for maintaining the quality and prolonging the shelf life of cut fruit. This research examined the impact of combining maltodextrin and chitosan in edible coatings on the quality of fresh-cut apples. The dip-coating technique was utilized to apply the coating. A Completely Randomized Design (CRD) with two factors was used, featuring various maltodextrin...
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Keterwakilan Perempuan dalam Politik Indonesia: Tren, Capaian, dan Jalan Panjang Menuju Kesetaraan
Public Service And Governance Journal
Vol 6
, No 2
(2025)
This study aims to analyze the structural, cultural, and institutional barriers affecting women's political representation in Indonesia and to formulate strategic recommendations to strengthen the effectiveness of affirmative action policies. Although a 30% quota policy for women's representation on legislative candidate lists has been implemented, this achievement generally only serves as an administrative requirement and does not guarantee substantive opportunities in the political process. Th...
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