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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
EFFECTIVENESS OF BIOCHAR RESIDUE COMPOSITION AND ORGANIC FERTILIZER ON CAULIFLOWER CROPS
Agrisaintifika : Jurnal Ilmu - Ilmu Pertanian
Vol 8
, No 2
(2024)
Degraded soil that loses many nutrients becomes unproductive and is therefore less suitable for agriculture. One of the efforts to improve degraded soil is by adding organic materials, such as biochar and cow manure. Biochar as a soil ameliorant has been proven to improve the physical, chemical and biological properties of the soil. When combined with manure, plants production will be much more optimal. This study aims to study the effects of biochar residue and cow manure in the second planting...
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INTERGENERATIONAL FOOD TABOO: EXPLORATION THE FORMATION OF SELF-EFFICACY IN MOTHERS
COUNSENESIA Indonesian Journal of Guidance and Counseling
Vol 5
, No 2
(2024)
Self-efficacy presents high confidence in achieving goals, including those who are pregnant. On the other hand, there is a food taboo phenomenon that is believed by people across generations in various regions including on the coast amidst the acceleration of information. This phenomenon is by carrying out food taboos that are believed to affect health. On the other hand, these taboos risk a person lacking nutritious food. Where other risks are the health of the fetus and child in the future and...
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Survei Kondisi Fisik Siswa Ekstrakurikuler Futsal Putra di SMA Negeri Se-Kota Batu
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 3
, No 4
(2024)
The aim of this research was to determine and assess the level of physical condition of male futsal extracurricular students at State High Schools in Batu City. This type of research uses a quantitative descriptive survey design, the variable studied is the level of physical condition. In this study, the sample taken from the entire population who took part in the men's futsal extracurricular at State High Schools in Batu City amounted to 90 students using a total sampling technique. The results...
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Pengaruh Suasana Toko, Promosi dan Keberagaman Produk terhadap Keputusan Pembelian pada Listy Mart
Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahan
Vol 2
, No 4
(2024)
This research aims to determine the influence of store atmosphere, promotions and product diversity on purchasing decisions at Listy Mart. This type of research is quantitative research. This research data was obtained through primary and secondary data. The population in this research are consumers at Listy Mart. The sample in this research was 213 consumers with a sampling technique using the Slovin formula. The analysis techniques used are validity testing, reliability testing, classical assu...
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Synthesis of Avocado Seeds Into Biodiesel Using A Catalyst CaO From Blood Cockle Shell
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 6
, No 4
(2024)
Biodiesel is an environmentally friendly fuel made from oil vegetables that contain triglycerides. Biodiesel from avocado seed vegetable oil in Indonesian agricultural areas which according to BPS 2022 data, Indonesia produces 183,000 tons of avocados per year. This research aims to gained the effect of adding reaction temperature and Oil : Methanol ratio influence on biodiesel production. The avocado seed oil obtained by soxhlet extraction method, where 50 gram avocado seeds powder extracted wi...
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2 Sitasi
Optimalisasi Asas Decentralisatie Wet: Studi Ratifikasi Undang-Undang Perlindungan Lahan Pertanian dan Pangan Berkelanjutan (PLP2B) di Banyuwangi
Holqi, Fikri Gali Fernando
; Widianto, Irfany Thoriqul
; Kurnia, Tria Nindy
; Wulandari, Tiara Wahyu Meyda
; Ananta, Yudhistira
AMNESTI : Jurnal Hukum
Vol 6
, No 2
(2024)
The purpose of this study is to analyze the importance of PLP2B ratification in PERDA, and PLP2B optimization in RPJMD, as well as obstacles and problems in promulgating PLP2B RAPERDA Banyuwangi Regency and using a qualitative descriptive approach with the type of library research. Consists of primary data (journals and books) and secondary data (relevant literature). The data collected will be analyzed using Decentralisatie Wet Foundation. Then, conclusions will be drawn with an inductive (gene...
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Analisis Efektivitas Penggunaan Fintech Terhadap Pendapatan UMKM di Tulungagung: Studi Kasus Dinova Store
Transformasi: Journal of Economics and Business Management
Vol 3
, No 3
(2024)
The purpose of this study was to determine the effectiveness of financial technology on the income level of Micro, Small, and Medium Enterprises (MSMEs) in Tulungagung. This research was conducted as a case study of Dinova Store, an accessories shop. Data was collected through documentation. Data analysis employed the nonparametric Mann-Whitney U test. Based on the research results, the Asymp. Sig. (2-tailed) value of 0.004 is less than 0.05, indicating a significant difference in sales levels b...
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Emotion Detection Using Contextual Embeddings for Indonesian Product Review Texts on E-commerce Platform
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 17
, No 1
(2024)
The advancement of e-commerce has changed the way people shop. However, there is a mismatch between the actual quality of a product and the seller’s description. Product reviews are an important source of information for making purchasing decisions. However, processing large numbers of reviews manually is difficult. This research aims to detect emotions in Indonesian language product review texts using contextual embeddings. The public dataset used was PRDECT-ID, which comprises five emotion lab...
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1 Sitasi
Transformasi Penelitian Arsitektur Perilaku pada Neuro-Arsitektur dan Implementasinya pada Desain Penelitian: Transformation of Behavioral Architecture Research on Neuro-Architecture and Its Implementation in Research Design
SARGA: Journal of Architecture and Urbanism
Vol 18
, No 2
(2024)
paradigma dalam merancang ruang telah mengalami pergeseran yang signifikan dengan perkembangan teknologi yang ada. Penelitian ini membahas transformasi dari pendekatan arsitektur perilaku tradisional menuju neuro-arsitektur, menekankan penerapan teori "Onion" oleh Mark Saunders dalam desain penelitian. Studi literatur ini mengulas berbagai penelitian yang menggabungkan neuroimaging, rekaman elektrofisiologi, serta analisis perilaku untuk memahami interaksi antara lingkungan fisik dan respon neur...
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