Eka Wahyu Utami, Defri Kurniawan

Optimasi Hyperparameter Random Forest untuk Klasifikasi Depresi Mahasiswa Menggunakan GridSearchCV dan RandomizedSearchCV

Informatics

Student mental health is an important issue that requires a data-driven approach to support the classification process of student depression. This stu...

Review:

This study presents a timely and well-structured approach to classifying student depression, a critical issue in contemporary education. The authors e...

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Dipo Paudro Tirto Prakoso, Sugiyanto Sugiyanto

Deep Fake Image Detection Using Vision Transformer with Random Oversampling Technique

Informatics

Recent developments in deep learning have facilitated the generation of visually convincing deepfake images, creating serious concerns for the reliabi...

Review:

This paper presents a timely and relevant contribution to the critical field of deepfake image detection, addressing the growing concerns about the re...

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Reza Ramadhon Aditya, Arry Maulana Syarif

Deteksi Cyberbullying pada Komentar Media Sosial Berbahasa Indonesia Menggunakan Pendekatan Hibrida IndoBERTweet- BiLSTM

Informatics

Cyberbullying on Indonesian-language social media has become a serious issue with significant psychological and social consequences, necessitating the...

Review:

The paper "Deteksi Cyberbullying pada Komentar Media Sosial Berbahasa Indonesia Menggunakan Pendekatan Hibrida IndoBERTweet-BiLSTM" addresses a highly...

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Ahmad Nabilul As'ad, Elkaf Rahmawan Pramudya

Implementasi Deep Learning Berbasis MobileNetV2 untuk Deteksi Real-Time Bacterial Spot dengan Pendekatan Arsitektur Lightweight

Informatics

Bacterial spot caused by Xanthomonas campestris pv. vesicatoria is a critical disease in bell peppers that can reduce productivity...

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Noris Mestika, Aji Supriyanto

Analisis Sentimen Diseminasi Produk Iklim Menggunakan Metode Recurrent Neural Network (RNN) dalam Klasifikasi dan Density-Based Spatial Clustering of Applications with Noise (DBSCAN) untuk Klasterisasi

Informatics

Climate change and extreme weather events have a significant impact on various sectors of life, making the accurate and timely dissemination of climat...

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Muhammad Shihab Fathurrahman Jondien, Taqwa Hariguna, Dhanar Intan Surya Saputra

Explainable Aspect-Based Sentiment Analysis with Contrast-Aware IndoBERT for Indonesian Public Service Reviews

Informatics

This study presents an Explainable IndoBERT with Contrast-Aware Attention framework for Aspect-Based Sentiment Analysis (ABSA) on Indonesian public se...

Review:

This study introduces an Explainable IndoBERT with Contrast-Aware Attention framework for Aspect-Based Sentiment Analysis (ABSA) tailored for Indonesi...

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Divana Wahyu Putri, Moch Arief Soeleman

Penerapan Algoritma Naïve Bayes Terhadap Sentimen Ulasan Produk Skincare Pada E-Commerce Shopee

Informatics

The rapid growth of the beauty industry has generated a large volume of consumer reviews, necessitating an automated processing system to understand p...

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Adi Priyono, Agustina Setianingrum, Margareta Aulia Rachman, Sudirman Sudirman , Paulina Pannen

Sintesis metodologi penelitian kuantitatif dalam kajian informasi: tren, inovasi, dan arah pengembangan di era transformasi digital

Informatics

Tujuan penelitian ini untuk menelaah dan menggabungkan berbagai pendekatan, temuan, dan desain penelitian kuantitatif guna membentuk pemahaman menyelu...

Review:

This paper, "Sintesis metodologi penelitian kuantitatif dalam kajian informasi: tren, inovasi, dan arah pengembangan di era transformasi digital," pre...

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Selvianus Imanuel Dappa Ole, Adelbertus Umbu Janga, Titus Kurra

Perancangan Sistem Informasi Pengolahan Dan Pelayanan Pelanggan Di PT.PLN (Persero) ULP Sumba Barat

Informatics

Sistem Informasi (SI) telah menjadi komponen integral dalam berbagai organisasi dan bisnis modern. Perkembangan teknologi informasi telah m...

Review:

The paper, "Perancangan Sistem Informasi Pengolahan Dan Pelayanan Pelanggan Di PT.PLN (Persero) ULP Sumba Barat," presents a pertinent and timely ende...

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Maria Herlinda Bora, Friden Elefri Neno, Titus Kurra

Analisa Perkembagan Teknologi Informasi Di Kalangan Remaja Dengan Metode Naïve Bayes Pada SMAN 1 Wewewa Selatan

Informatics

Teknologi informasi berkembang dengan cepat dan semakin kompleks dari waktu ke waktu, dan bisnis serta lembaga pendidikan secara intrinsik...

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