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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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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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Upaya Keluarga Mengolah Makanan Bergizi dengan Bahan Pangan Lokal dalam Mencegah Stunting
Populer: Jurnal Penelitian Mahasiswa
Vol 3
, No 4
(2024)
This article examines family efforts to prevent stunting through nutritious food processing based on local food ingredients. Stunting, as a result of chronic malnutrition in the first thousand days of life, threatens the quality of physical growth, cognitive development, and long-term productivity. The utilization of local food ingredients such as vegetables, fruits, animal protein, and regional carbohydrates is considered a strategic solution that is affordable, nutritious, and easily accessibl...
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Gaya Kepemimpinan Transformasional, Kompetensi dan Tingkat Kepuasan Kerja terhadap Kinerja Karyawan PT. Serlok Kopi Surabaya
CiDEA Journal
Vol 3
, No 2
(2024)
This research aims to prove and analyze the influence of transformational leadership, competency and level of job satisfaction on the performance of employees Serlok Kopi Surabaya partially or simultaneously. The population in this study was 55 respondents or all Serlok Kopi Surabaya employees. This research uses a sampling technique, namely a saturated sample using a data collection method through distributing questionnaires using quantitative data types. The method in this research uses the Va...
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Peran Media Sosial dalam Mendukung Inovasi dan Digitalisasi UMKM
HATTA: Jurnal Pendidikan Ekonomi dan Ilmu Ekonomi
Vol 1
, No 2
(2024)
Social media plays an important role in supporting innovation and digitalization of Micro, Small and Medium Enterprises (MSMEs) in Indonesia. This research aims to understand how social media affects the growth of MSMEs through marketing strategies and interactions with consumers. The method used is qualitative analysis on several case studies of MSMEs that successfully use social media. The results show that social media increases product visibility and allows MSMEs to interact directly with cu...
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Kosmetik Herbal Bahan Alami yang Berfungsi Sebagai Pelembab Kulit Berdasarkan Kajian Pustaka
Eny Widhia Agustin
; Mia Hafizah Tumangger
; Azkia Sandra Nugroho
; Friska Kirana Andieta Rinjani
; Miftakhul Jannah Aulia’ Alvina Setyowati
; Damarisa Febrina Yosheaningtyas
; Desty Faticha Rachma
; Kharisma Aprodita Az Zahra Putri Hiadayat
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 4
(2024)
Herbal cosmetic products are increasingly being used by women nowadays because they are made from natural ingredients which have many benefits. For example, moisturizing the skin, the aim of this research is to discuss what natural ingredients can be used as ingredients in skin moisturizers. The method used in the research uses literature studies from national and international journals. The results obtained from research using this literature study show that the ingredients are natural. which c...
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Analisis Viral Marketing, Harga, dan Kualitas Produk Terhadap Keputusan Pembelian Skincare
HATTA: Jurnal Pendidikan Ekonomi dan Ilmu Ekonomi
Vol 1
, No 2
(2024)
This study was conducted to analyze the influence of viral marketing, price, and product quality on skincare purchasing decisions. In this research, data were obtained using the literature review method. The results show that viral marketing, leveraging social media and influencer engagement, has a significant impact on increasing product visibility and attracting consumer interest. Price, while being a factor considered, has a varying influence depending on consumers' perceptions of the balance...
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Analisis Tingkat Keamanan, Fleksibilitas, Kepuasan Pengguna, Citra Sosial dan Kenyamanan Pengguna Terhadap Manfaat Bank Digital Dalam Sistem Pembayaran : Studi Kasus di Kota Surakarta
KOMPAK : Jurnal Ilmiah Komputerisasi Akuntansi
Vol 17
, No 2
(2024)
Penelitian ini bertujuan untuk menganalisis pengaruh tingkat keamanan, fleksibilitas, kepuasan pengguna, citra sosial, dan kenyamanan pengguna terhadap manfaat bank digital dalam sistem pembayaran di Kota Surakarta. Studi kasus dilakukan di Kota Surakarta dengan menggunakan pendekatan kuantitatif. Data primer yang dikumpulkan melalui kuesioner dan akan diolah dengan memanfaatkan teknologi SPSS versi 25. Fokus utama pada penelitian ini yaitu memahami bagaimana faktor-faktor tersebut dapat mempeng...
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Konsep dan Prinsip SPMI dalam Meningkatkan Mutu Pendidikan di Sekolah Dasar dan Madrasah Ibtidaiyah : Tinjauan Pustaka
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 3
, No 4
(2024)
The quality of primary education in elementary schools and Islamic elementary schools is a crucial factor in forming the character and skills of the next generation. Education is a fundamental pillar in a country's development. This article examines the Internal Quality Assurance System's (SPMI) ideas and tenets as well as the difficulties in putting it into practice in SD/MI. With an emphasis on ongoing assessment as a way to raise the caliber of instruction, a literature review is the st...
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Determinan Kejadian Preeklampsia Berat pada Ibu Hamil di Rumah Sakit Ibu Anak Anugrah Kubu Raya Kalimantan Barat
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 4
(2024)
Background: The highest cause of maternal death is hypertension in pregnancy which includes severe preeclampsia or what we know as PEB. Preeclampsia itself is a pregnancy condition that has problems characterized by hypertension, protein in the urine, and edema that occurs in pregnant women at 20 weeks. If the preeclampsia condition worsens and does not receive proper treatment, pregnant women can experience eclampsia with additional symptoms of seizures. Research Objective: To determine the mos...
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