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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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Personal Branding of Comedian Ardit Erwandha Through Instagram @ARDITRWANDHA Social Media
Development and Business Communications
Vol 2
, No 1
(2025)
Instagram social media is now widely used by its users to form Personal Branding. Instagram can be used as a place for personal branding through the content presented on Instagram. One of them is a comedian who uses his Instagram to do personal branding, namely Ardit Erwandha by uploading his comedic content on Instagram. The purpose of this study was to find out and describe the personal branding of comedians on Instagram @arditerwandha using the personal branding concept theory according to Mo...
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Development of an Assessment Instrument for Conceptual Understanding, Collaboration Skills, and Learning Motivation on Gas Kinetic Theory
Jurnal Penelitian Pembelajaran Fisika
Vol 16
, No 3
(2025)
This study aims to develop an assessment instrument on the Kinetic Theory of Gases (Boyle's Law) to measure the conceptual understanding, collaboration skills, and learning motivation of high school students in the context of the Independent Curriculum. The instrument developed consists of 10 multiple-choice questions to measure conceptual understanding and 10 questionnaire statements for collaboration skills and learning motivation. The development process follows systematic stages, including p...
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Development of Holistic Assessment Instruments Based on Local Wisdom of Silver Crafts in Kota Gede on Temperature and Heat Topic
Jurnal Penelitian Pembelajaran Fisika
Vol 16
, No 3
(2025)
This study aims to develop an assessment instrument based on local wisdom that covers three domains in physics learning: affective, cognitive, and psychomotor domains, especially on temperature and heat topic. This instrument was developed to assess students' understanding of scientific concepts and attitudes after receiving temperature and heat material using interactive e-books, and remains relevant to the demands of the Merdeka Curriculum. The research method uses the Research and Development...
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Respon Petani dan Dampak Ekonomi Terhadap Program LPR (Livelihood Rertoration Program) di Kecamatan Pamanukan
Mediagro: journal of agricultural sciences
Vol 21
, No 2
(2025)
Tujuan dari penelitian ini adalah untuk menganalisis respons dan dampak ekonomi petani dari menerapkan program untuk memulihkan mata pencaharian (Program Pemulihan Hidup) di Kecamatan Pamanukan para petani yang terdampak Jalan Tol Patimban. Program LPR(Livelihood Rertoration Program) adalah inisiatif untuk memulihkan dan meningkatkan situasi ekonomi proyek pembangunan, terutama masyarakat yang terkena dampak petani yang telah kehilangan mata pencaharian mereka atau peralihan alih fungsi la...
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Karakteristik Fisik, Kimia, Dan Sensori Gel Distribusi Spasial Lemak Sebagai Model Pangan
Mediagro: journal of agricultural sciences
Vol 21
, No 2
(2025)
This study aims to obtain gelatin agar gel emulsion as a food model to control the spatial distribution of fat and determine its sensory profile. This study used a completely randomized design with five treatments, namely heterogeneous gel 1 (GTH1), homogeneous gel 1 (GHM1), heterogeneous gel 2 (GHT 2), homogeneous gel 2 (GHM 2), homogeneous gel 3 (GMH3) and analyzed variance (ANOVA) followed by Duncan test of significance p<0.05. The best spatial distribution treatment of fat in gel emulsion...
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Hasil Microgreen Sawi Sendok pada Media Tanam Rockwool Menggunakan Pupuk ABmix, Pupuk Organik Cair Nasa dan Pupuk Pemacu Tumbuh Hormonik
Sarijan, Abdullah
; Djaja, Irba
; Dwi AS, Kurniawan
; Majid, M Asvad B
; Farahningtyas, Diva Aulia
; Syari, Halana
; Ramadhani, Fitri
; Anjani, Sri
; Ekowati, Nurhening Y
Mediagro: journal of agricultural sciences
Vol 21
, No 2
(2025)
Microgreens are nutrient-rich vegetables with a very short harvest life. Compared to mature vegetables, microgreens have a higher nutritional content. Besides that, microgreens are generally free from chemical pesticide contamination and are considered a very healthy food ingredient. This research aims to determine how fertilization influences the growth and yield of spoon mustard microgreens grown using rockwool media. The study was carried out at the Agrotechnology Laboratory at Universitas Mu...
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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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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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