Ahmad Nauval Afreza, Sharyanto Sharyanto, Raditya Galih Whendasmoro

Design and Development of an E-Commerce System for Laundry Equipment and Supplies at CV Solusi Laundry

Informatics

CV Solusi Laundry is a company engaged in the supply of laundry equipment and supplies. The company’s sales process is still conducted conventionally...

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Princess Iqlima Kafilla, Fandy Setyo Utomo, Giat Karyono

Studi Komparasi Kinerja Algoritma AdaBoost dan CatBoost dalam Prediksi Perilaku Pembelian Pelanggan

Informatics

Customer purchase behavior is a crucial factor in the development of effective marketing strategies. By leveraging predictive analytics, businesses ca...

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Rayna Shera Chang, Natalie Grace Widjaja Kuswanto, Jessica Laurentia Tedja, Christopher Andreas

Penerapan Regresi Logistik, K-NN, dan Naïve Bayes Berbasis Pendekatan CRISP-DM dalam Memprediksi Penyakit Jantung

Informatics

Heart disease remains the leading cause of mortality globally, despite having significant potential to be controlled through early detection and effec...

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Aulia Kartika Dewi, Raissa Amanda Putri

Sentiment Analysis on the Allocation of the MBG Program Budget Using Support Vector Machine

Informatics

Sentiment analysis is one of the applications of artificial intelligence and machine learning used to automatically identify and classify public opini...

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Muhammad Ghozali Sulton, Sugiyanto Sugiyanto

Pemodelan Pola Temporal Action Unit untuk Pengenalan Ekspresi Wajah Berbasis Bidirectional LSTM

Informatics

This study develops a facial expression recognition system based on Facial Action Units (AU) data using a Bidirectional Long Short-Term Memory (BiLSTM...

Review:

This paper addresses a critical challenge in facial expression recognition: the creation of temporally consistent and accurately labeled datasets, par...

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Rastomi Pamungkas, Permata Permata, Rakhmat Dedi Gunawan, Adhie Thyo Priandika

Hybrid Music Recommendation System Using K-Means Clustering and Neural Collaborative Filtering for Spotify Playlist Personalization

Informatics

Personalizing music recommendations has become a significant challenge on music streaming platforms such as Spotify due to the vast number of availabl...

Review:

This paper addresses the significant challenge of personalizing music recommendations on platforms like Spotify, acknowledging the limitations of trad...

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Clara Indriani Putri, Aditia Yudhistira

Perbandingan Naïve Bayes dan Support Vector Machine Berbasis Term Frequency−Inverse Document Frequency pada Analisis Sentimen Ulasan Produk Afiliasi Lintas Platform TikTok dan Shopee

Informatics

The growth of affiliate marketing on digital platforms, particularly TikTok and Shopee, has led to a rapid increase in consumer reviews that can be le...

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Muhammad Ilham, Aris Rakhmadi

Analisis Ketahanan Model ResNet-50 pada Klasifikasi Bahasa Isyarat Arab terhadap Degradasi Citra Bawah Air

Informatics

Automatic sign language recognition using deep learning, particularly Convolutional Neural Networks (CNNs), has shown significant potential. The ResNe...

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Miko Septa Pratama, Heni Sulistiani

Machine Learning Comparative Analysis of SVR Method with RBF Kernel and Random Forest for Bitcoin Price Prediction

Informatics

This study aims to determine how accurate machine learning predictions are for predicting Bitcoin prices using the SVR With RBF Kernel and Random Fore...

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Nora Fitaria, Dedi Darwis

Analisis Kinerja Decision Tree dan Naïve Bayes Pada Klasifikasi Tingkat Kepuasan Masyarakat

Informatics

The Public Satisfaction Survey (SKM) is an official instrument used by the government to evaluate public service performance as stipulated in Regulati...

Review:

This study addresses a pertinent gap in the utilization of Public Satisfaction Survey (SKM) data within government agencies, which traditionally limit...

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