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Analisis Sentimen Ulasan iPhone di Amazon Menggunakan Model Deep Learning BERT Berbasis Transformer
Arif Fitra Setyawan
; Arif Fitra Setyawan
; Amelia Devi Putri Ariyanto
; Fari Katul Fikriah
; Rozaq Isnaini Nugraha
Jurnal Elektronika dan Komputer
Vol 17
, No 2
(2024)
This study aims to analyze the sentiment of iPhone product reviews fromAmazon using the BERT (Bidirectional Encoder Representations from Transformers) model to classify reviews as either positive or negative. The dataset, sourced from Kaggle, includes text reviews and star ratings, where high ratings indicate positive sentiment and low ratings indicate negative sentiment. After text preprocessing steps, including data cleaning, tokenization, and sentiment labeling, the BERT model was fine-tuned...
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3 Sitasi
Perancangan Pengkonversian Bahan Bakar Dari Gasoline Menjadi Hho Untuk Menghidupkan Genset
Jurnal Elektronika dan Komputer
Vol 17
, No 2
(2024)
This research aims to design and test a genset fuel conversion system from gasoline to HHO gas (brown gas) as a more environmentally friendly alternative. Conventional fossil-fueled generators face challenges in theform of limited resources and the impact of environmental pollution. In this study, HHO gas is produced through a water electrolysis process using an HHO generator that separates water molecules into hydrogen and oxygen using electric current. The test results show that increasing the...
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Pengaruh Penggunaan Boost Konverter Sebagai Pengatur Tegangan Terhadap Daya Keluaran Sistem Plts 1.5 Kw
Jurnal Elektronika dan Komputer
Vol 17
, No 2
(2024)
Utilization of new renewable energy is a solution to meet the increasing electricity demand, one of which is solar power generation technology. Solar panels are a renewable power generator that is environmentally friendly. The relatively low and unstable output voltage of PV is affected by solar irradiation, which becomes a constraint. Therefore, by utilizing a boost converter, the solar panel system is able to work 25% more optimally compared to without using a boost converter. The perfo...
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Sistem Monitoring Dan Pendeteksi Kebersihan Udara Pada Kandang Peternakan Sapi Berbasis Internet Of Things (IoT)
Jurnal Elektronika dan Komputer
Vol 17
, No 2
(2024)
Milk consumption and the need for beef cattle for food purposes or sacrificial purposes continue to increase from year to year. This increase is in line with the increasing level of the economy and awareness of the need for nutritious food. However, the increase in demand still faces many production constraints due to the difficulties faced by farmers, the decline in cattle production from year to year in Indonesia. This causes Indonesia to have to import beef for 35.95% of the total national be...
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Prediksi Stok Tanaman Hidroponik dengan Artificial Intelligence: Ensemble Learning dengan Optimasi Evolusioner
Putu Bagus Adidyana Anugrah Putra
; Septian Geges
; Oktaviani Enjela Putri
; I Made Bayu Artha Pratama
Jurnal Elektronika dan Komputer
Vol 17
, No 2
(2024)
Hydroponic plant cultivation is booming, but stock and sales are hard to predict. Poor prediction can cause farmers to overstock and lose money. This study suggests a framework that uses several machine learning models, including Linear Regression (LR), Random Forest (RF), Decision Tree (DT), and Extreme Gradient Boosting. "Ensemble Learning," which combines these models, should yield more accurate and generalizable results than a single model. This framework is assessed using historical hydropo...
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Analisa Pengalaman Pengguna Pada Website SION (Sistem Informasi Online) ITB STIKOM Bali Menggunakan Metode User Experience Questionnaire (UEQ)
I Nyoman Yuda Sugiantara
; I Made Bagus Mirandika Nugraha
; Griffed Estonia Menanti
; Joyce Joyce
; Yusakh Hasudungan Lumingas
; I Made Pradipta
; Ida Ayu Mirah Cahya Dewi
; Ni Kadek Tasya Novita Devi
Jurnal Elektronika dan Komputer
Vol 17
, No 2
(2024)
SION (Sistem Informasi Online) ITB STIKOM Bali is a platform used by students and lecturers to support administrative and academic processes on campus. This research examines how the user experience (UX) level of SION can enhance the quality of services provided by the system. The purpose of this study is to measure user satisfaction with the user experience quality. The study uses the User Experience Questionnaire (UEQ) method, which includes six rating scales: attractiveness, clarity, efficien...
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1 Sitasi
Analisa Pengaruh Desain Kumparan 6-Fasa Terhadap Efisiensi Motor Induksi 3-Fasa Menggunakan Metode Ganda Tak Simetris
Jurnal Elektronika dan Komputer
Vol 7
, No 1
(2024)
This research aims to analyze the impact of a new coil winding design in 3-phase induction motor on effiiciency, with the objective of creating a new 3-phase induction motor with improved performance. The research was conducted in the Electric Power System Laboratority, Department of Electrical Engineering, Padang Institute of Technology, and focuses solely on efficiency and its relationship to motor output power. The study involved redesigning the coils of a conventional 3-phase induction motor...
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Model Evaluasi Kinerja Manajemen Berbasis Balanced Scorecard dan Sistem Akuntansi di Era Industri 5.0
KOMPAK : Jurnal Ilmiah Komputerisasi Akuntansi
Vol 17
, No 2
(2024)
The demand for real-time performance monitoring in the Industry 5.0 era encourages organizations to adopt integrated approaches to management control systems. This study aims to develop and validate a Balanced Scorecard (BSC)-based performance evaluation model integrated with computerized accounting systems to enhance managerial decision-making quality. The research employs a Research and Development (R&D) approach, following systematic stages of model development including needs analysis, s...
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Analisis Peranan Ekonomi dan Menggunakan Pendekatan Pemangku Kepentingan (Stakeholders)
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 3
, No 4
(2024)
This research aims to analyze the role of economics and business in the context of sustainable development using a stakeholder approach. In facing complex global economic challenges, collaboration between various stakeholders—including government, the private sector, and society—has become critical to creating solutions that are effective and responsive to society's needs. The research method applied is descriptive qualitative, with data collection through in-depth interviews and participant obs...
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1 Sitasi
THE EFFECT OF COLD BREW AND HOT BREW EXTRACTION METHODS AND DURATION OF FERMENTATION ON THE QUALITY OF ROBUSTA COFFEE WINE (Coffea canephora) TEMANGGUNG
Agrisaintifika : Jurnal Ilmu - Ilmu Pertanian
Vol 8
, No 2
(2024)
This study examines the effect of fermentation duration and extraction methods (cold brew and hot brew) on the quality of robusta wine coffee. Wine coffee is a beverage resulting from the fermentation process of coffee extract which is providing a unique taste with a blend of coffee and alcohol flavors, along with a characteristic wine aroma. Through these two extraction methods, cold brew and hot brew offer different characteristics to the chemical parameters such as pH, reducing sugar content,...
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