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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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The Potential of Implementing Website-Based Learning Media for ESD-Oriented Energy Sources in Physics Learning
Jurnal Penelitian Pembelajaran Fisika
Vol 16
, No 3
(2025)
This study aims to analyze the potential of implementing ESD (Education for Sustainable Development) oriented website-based learning in Physics learning. This research is a qualitative descriptive study. Questionnaires, observation, and documentation methods were chosen as data collection techniques. The results of data collection were analyzed using data triangulation. The survey results showed that 86% of teacher respondents were in the proficient or very proficient category, which indicates a...
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REPRESENTATION OF ISLAMOPHOBIA IN BOLLYWOOD MOVIE MY NAME IS KHAN (ROLAND BARTHES SEMIOTIC ANALYSIS)
Development and Business Communications
Vol 2
, No 1
(2025)
The purpose of this study is to describe the existence of Islamophobic symbols in the film My Name Is Khan and the meanings contained in the symbols in the film, especially those related to Islamophobia. This study uses the theory of semiotic analysis from Roland Barthes. This research uses a qualitative descriptive approach. The data collection technique in this study is to use the documentation method. The data analysis technique uses Roland Barthes' semiotic analysis technique, namely denotat...
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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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Science Motivation Profile of Students on the Concept of Particle Dynamics Topic
Jurnal Penelitian Pembelajaran Fisika
Vol 16
, No 3
(2025)
Science education is something that is very crucial in forming an intelligent and creative generation. Science learning needs to be developed so that it can facilitate students in developing scientific thinking skills and motivation in studying science. This research aims to determine the Science Motivation profile students on the concept of particle dynamics. The research was conducted on class XI students of SMA Negeri 2 Boyolali. Samples were taken from class XI students totaling 67 male and...
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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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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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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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