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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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HUBUNGAN PERSENTASE SEVOFLURANE TERHADAP LAMA PULIH SADAR PASIEN GENERAL ANESTESI DI RSU PKU MUHAMMADIYAH BANTUL
Jurnal Fisioterapi dan Ilmu Kesehatan Sisthana (JUFDIKES)
Vol 7
, No 2
(2025)
Pemulihan kesadaran setelah general anestesi merupakan fase kritis yang dipengaruhi oleh berbagai faktor, salah satunya adalah penggunaan sevoflurane sebagai agen anestesi inhalasi. Waktu pulih sadar yang terlalu lama dapat berisiko menimbulkan komplikasi pascaoperasi dan memperpanjang waktu perawatan di ruang pemulihan. Variasi dalam penggunaan volume persentase sevoflurane dapat memengaruhi waktu pulih sadar pasien. Penelitian ini bertujuan untuk mengetahui hubungan antara persentase sevoflura...
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Edukasi Sosial Siswa SMA di Kecamatan Pedurungan, Kota Semarang, dalam mencegah stigma terhadap orang dengan HIV/AIDS (ODHA
Sosio Dialektika : Jurnal Ilmu Sosial Humaniora
Vol 10
, No 1
(2025)
Edukasi Sosial pencegahan stigma ODHA pada siswa SMA membantu mengurangi diskriminasi di sekolah dan masyarakat melalui informasi yang terstruktur dan berbasis bukti Penelitian ini mengeksplorasi bagaimana pendidikan sosial dapat memberdayakan siswa SMA di Kecamatan Pedurungan, Kota Semarang, untuk lebih memahami dan memerangi stigma seputar orang yang hidup dengan HIV/AIDS.Desain penelitian yang digunakan yaitu cross-sectional. Sampel yang didapatkan sebanyak 100 responden dari siswa-siswi yang...
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Development of Lift the Flap Book Media Introduction to Numbers for Early Childhood
Paudia
Vol 14
, No 3
(2025)
Introducing numbers to early childhood is essential to build a foundation for logical thinking and problem-solving skills that will be used throughout their lives. This study developed an interactive learning medium in the form of a Lift the Flap Book Mengenal Bilangan 1–10 to help early childhood learners recognize numbers from 1 to 10. The research employed a Research and Development (R&D) approach using the ADDIE model, which includes the stages of analysis, design, development, implement...
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Pembuatan Ecoprint Untuk Meningkatkan Ketrampilan Menggunakan Bahan Alam Pada Pembelajaran Seni Budaya Dan Prakarya Anak Sekolah Dasar Di Kalijambe Sragen: Ecoprint Untuk Meningkatkan Ketrampilan
Supriyadi, Slamet
; Yulianto, Nanang
; Margana
; Widiyastuti, Endang
; Yunianti, Esterica
; Fauzi, Ali
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 1
(2025)
Making ecoprints to improve skills in using natural materials in learning arts and culture and crafts for elementary school children in Kalijambe, Sragen. Making this ecoprint means that the motifs produced on each fabric have different colors and patterns even though they use the same type of plant leaves. This is due to several factors, the relatively different shapes of the leaves. The introduction of ecoprinting to elementary school children creates a creative experience in learning arts and...
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Strategi Branding Smk Melalui Kemitraan Dengan Dunia Usaha Dan Industri (DUDI)
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 18
, No 1
(2025)
Branding strategies for Vocational High Schools (SMK) are a crucial aspect in improving their image, competitiveness and attractiveness for prospective students and the industrial world. One effective approach is through partnerships with the World of Business and Industry (DUDI). This research aims to analyze the branding strategy implemented by SMK in building a positive image through collaboration with DUDI. The method used in this research is descriptive qualitative, literature study and cas...
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STRATEGY TO IMPROVE THE CAPACITY OF MILLENNIAL FARMERS IN FACING THE PHENOMENON OF AGING FARMER IN CIAMIS DISTRICT, CIAMIS REGENCY
Agrisaintifika : Jurnal Ilmu - Ilmu Pertanian
Vol 9
, No 2
(2025)
The success in achieving agricultural development is determined by quality human resources and a commitment to developing the agricultural sector. Millennial farmers are farmers aged 19-39 years and/or adaptive to digital technology. However, it is known that Indonesian agriculture is facing the aging farmer phenomenon where the number of young farmers is decreasing, while the number of farmers over 55 years old is increasing. This study aims to describe and analyze internal factors, namely the...
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FACTORS AFFECTING THE WELFARE OF FISHERMEN'S HOUSEHOLDS IN BENGKULU PROVINCE
Agrisaintifika : Jurnal Ilmu - Ilmu Pertanian
Vol 9
, No 2
(2025)
Bengkulu Province has great marine potential and a long coastline, but the welfare of fishermen is still an issue that needs attention. This study aims to analyze the level of welfare and the factors that influence the welfare of fisher households in Bengkulu Province. The research location is in Bengkulu Province. In this study, the sample consisted of 200 purposively selected fisher households. Data were collected through secondary sources from the March 2023 National Socio-Economic Survey (Su...
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Analisis Kinerja Simpang Tidak Bersinyal Kota Bima Studi Kasus Jalan Walter Monginsidi – Jalan Anggrek Menggunakan Metode MKJI 1997
Jurnal Teknik Sipil
Vol 18
, No 1
(2025)
Unsignalized intersections are a major point of concern due to the increasing number of vehicles. Bima City is a city located on the eastern part of Sumbawa Island, West Nusa Tenggara Province. As a developing city, congestion and busy traffic often occur on roads or intersections of Mongosidi and Anggrek roads. Therefore, this study was conducted to determine the performance and level of service of unsignalized intersections at Mongosidi Street and Anggrek Street. The method used refers to the...
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