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Menampilkan 1–6 dari 6 artikel
Comparison of Machine Learning and Deep Learning in Shopee Review Sentiment Analysis
Kuwat Setiyanto
; Azzahra Dania Indriyani
International Journal Science and Technology (IJST)
Vol 4
, No 2
(2025)
This study aims to compare the performance of Machine Learning algorithms (Random Forest and Support Vector Machine) and a Deep Learning model (Long Short-Term Memory) in analyzing user review sentiment of the Shopee application. A total of 50,000 Indonesian-language reviews were collected through web scraping from the Google Play Store. After preprocessing and feature extraction, the three models were developed and evaluated using accuracy, precision, recall, and F1-score metrics. The results i...
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ANALISIS PERBANDINGAN HASIL KLASIFIKASI JENIS PENYAKIT TANAMAN TOMAT MENGGUNAKAN ARSITEKTUR MOBILENET, DENSENET121, DAN XCEPTION
Kuwat Setiyanto
; Michael Bolang
Jurnal Teknik dan Science (JTS)
Vol 3
, No 3
(2024)
Machine learning can be applied in various needs, such as image classification. Plant disease classification is essential and significantly supports the agricultural sector in this modern era. With an application capable of classifying diseases in crops, farmers can accurately identify the diseases affecting their harvest and address them more efficiently and effectively compared to traditional methods, which can be more time-consuming. This research aims to determine the best TensorFlow archite...
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PEMBUATAN WEB MARTABAK BANGKA QUM MENGGUNAKAN PHP DAN MYSQL
Kuwat Setiyanto
; Yoga Aprianto
Jurnal Teknik dan Science (JTS)
Vol 3
, No 2
(2024)
Creating the Bangka QUM Martabak Web using PHP and MySQL as an effort to utilize technology to increase efficiency and convenience in the online martabak ordering process. This research includes developing a website that is integrated with a MySQL database to store and manage ordering information. Customers can explore the martabak menu, select the desired variant, and complete the ordering process easily. In the development process, the PHP programming method is used to design a responsive and...
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PENERAPAN ANALYTICAL HIERARCHY PROCESS DALAM WEBSITE PEMILIHAN SMARTPHONE XIAOMI
Kuwat Setiyanto
; Dimas Rizki Dwiyanto
Jurnal Teknik dan Science (JTS)
Vol 2
, No 3
(2023)
A smartphone is a communication tool that has a multitude of features such as communicating, playing games, photography and so on, this tool has become one of human needs in this digital era. Because of this, many people want to have their dream smartphone. But day by day there are more and more variations, especially many brands competing to be the cheapest with complete features, one of which is the Xiaomi brand. This makes potential buyers confused about choosing a smartphone that suits their...
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APLIKASI PENJUALAN WAGHE COFFEE BERBASIS WEBSITE MENGGUNAKAN PHP AND MY SQL DENGAN FRAMEWORK BOOTSTRAP
Kuwat Setiyanto
; Hafidh Raihan Al Ghifari
Jurnal Ilmiah Teknik (JUIT)
Vol 2
, No 2
(2023)
Website-Based Waghe Coffee Sales Application. In an era that is all modern like now, technology has a big role in society, people are very dependent on technology and because of that people want services that are easy to access, fast and efficient. The Waghe Coffee Sales Application was built using Visual Studio Code using PHP, MySQL Database and phpMyAdmin, XAMPP and using the Bootstrap Framework, as well as several research methods to get maximum results by means of data collection, applicatio...
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PEMBUATAN WEBSITE MARKETPLACE IKAN CUPANG MENGGUNAKAN PHP DAN MYSQL
Kuwat Setiyanto
Jurnal Ilmiah multidisiplin
Vol 1
, No 01
(2022)
Seiring dengan perkembangan teknologi saat ini, sarana yang dapat digunakan untuk mencari informasi dan melakukan jual beli pun berkembang menjadi lebih modern. E-commerce menjadi tren yang saat ini sedang berkembang dengan menciptakan peluang baru bagi perusahaan dan konsumen. Jenis e-commerce yang berkembang di Indonesia adalah marketplace. Ikan cupang adalah ikan hias yang dikenal luas dan diminati oleh masyarakat. Hal tersebut membuat ikan cupang menjadi ikan hias yang memiliki nilai ekonomi...
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