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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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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
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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Penerapan Hukum Bisnis Dalam Menjamin Kepatuhan Terhadap Etika Perusahaan di Era Digital
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 3
, No 4
(2024)
Companies face new challenges in maintaining compliance with business ethics in the digital era which is characterized by technological advancements and globalization. It is essential to implement business laws to ensure that the company's practices not only comply with applicable regulations but also follow high moral standards. The study looks at how business law can help with ethical compliance in the digital environment, including data protection, transparency, and social responsibility. Usi...
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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
Hubungan Attachment dengan Anticipatory Grief pada Orang Tua Anak Terdiagnosis Kanker di Yayasan Kasih Anak Kanker Yogyakarta
ASJN (Aisyiyah Surakarta Journal of Nursing)
Vol 5
, No 2
(2024)
Latar Belakang: Anticipatory grief merupakan reaksi emosional seseorang menghadapi kehilangan dimasa yang akan datang. Reaksi tersebut dialami orang tua yang mengetahui anaknya terdiagnosis kanker. Attachment orang tua dengan anak mempengaruhi anticipatory grief karena orang tua menjadi figure utama kelekatan. Tujuan: Penelitian ini bertujuan untuk mengetahui hubungan attachment dengan anticipatory grief pada orang tua dari anak terdiagnosis kanker di Yayasan Kasih Anak Kanker Yogyakarta. Metode...
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1 Sitasi
Hubungan Indeks Massa Tubuh (IMT) dengan Siklus Menstruasi pada Siswi SMA
ASJN (Aisyiyah Surakarta Journal of Nursing)
Vol 5
, No 2
(2024)
Latar Belakang: Indeks Massa Tubuh (IMT) adalah parameter status gizi yang dapat memengaruhi keteraturan siklus menstruasi akibat perubahan hormon. Masalah gizi, baik kelebihan maupun kekurangan berat badan, dapat menyebabkan ketidakteraturan menstruasi yang berdampak pada kesehatan reproduksi. Tujuan: Penelitian ini bertujuan menganalisis hubungan antara IMT dan siklus menstruasi pada siswi SMA di Kota Medan. Metode: Penelitian kuantitatif ini menggunakan desain deskriptif korelasional dengan p...
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1 Sitasi