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Menampilkan 1–10 dari 14 artikel
APPLICATION OF FINE-TUNED MODELS IN SENTIMENT ANALYSIS OF NEWS: A SYSTEMATIC LITERATURE REVIEW
Habibi, Roni
; Roni Habibi
; Komaran, Raul Mahya
; Universitas Logistik dan Bisnis Internasional
; Watase UAKE Platform
; Universitas Logistik dan Bisnis Internasional, Department of Informatics Engineering
Telematika
Vol 18
, No 2
(2026)
This study aims to examine the application of fine-tuned models in news sentiment analysis through the Systematic Literature Review (SLR) approach. The main focus is directed at three aspects: improving accuracy (RQ1), implementation challenges (RQ2), and computational efficiency (RQ3). The problems identified include high computational requirements, limited annotated data, and difficulties in handling language and dialect diversity. As a solution, various optimization techniques have been explo...
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Systematic Review of Supervised Learning Models for Network Flood Detection (NFD): Trends, Performance Evaluation, and Implementation Insights
Habibi, Roni
; Universitas Logistik dan Bisnis Internasional
; Widana, Naufal Dekha
; Universitas Logistik dan Bisnis Internasional
Telematika
Vol 18
, No 2
(2026)
Due to the growing volume, speed, and sophistication of malicious traffic, Network Flood Detection (NFD), especially in the context of Distributed Denial of Service (DDoS) assaults, continues to be a crucial challenge in contemporary network security. Supervised machine learning has been widely used to enhance the precision, scalability, and real-time detection capabilities of NFD systems. However, current research reveals inconsistent results on the optimal supervised learning algorithm, most...
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Comparative Analysis of Distance Metrics in KNN and SMOTE Algorithms for Software Defect Prediction
Maulidha, Khusnul Rahmi
; Lambung Mangkurat University
; Faisal, Mohammad Reza
; Lambung Mangkurat University
; Saputro, Setyo Wahyu
; Lambung Mangkurat University
; Abadi, Friska
; Lambung Mangkurat University
; Nugrahadi, Dodon Turianto
; Lambung Mangkurat University
; Adi, Puput Dani Prasetyo
; National Research and Innovation Agency (Badan Riset dan Inovasi Nasional)
; Hariyady, Hariyady
; Universiti Malaysia Sabah
Telematika
Vol 18
, No 1
(2025)
As the complexity and scale of projects increase, new challenges arise related to handling software defects. One solution uses machine learning-based software defect prediction techniques, such as the K-Nearest Neighbors (KNN) algorithm. However, KNN’s performance can be hindered by the majority vote mechanism and the distance/similarity metric choice, especially when applied to imbalanced datasets. This research compares the effectiveness of Euclidean, Hamming, Cosine, and Canberra distance met...
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Pengaruh Penggunaan Bahasa Gaul Dalam Interaksi Mahasiswa : Studi Kualitatif Tentang Penggunaan Bahasa Gaul Dikalangan Mahasiswa IKM UINSU
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 4
, No 1
(2025)
This research aims to explore more deeply the phenomenon of slang use among UINSU Public Health students and its impact on social dynamics and the development of their identity. Through a qualitative approach involving in-depth interviews and participant observation, this research seeks to understand how slang plays a role in forming social bonds, creating a sense of belonging to a group, and influencing the way students interact with each other. Preliminary findings show that slang not only fun...
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Effectiveness of Pickup and Delivery Services in Logistics Companies with Route Optimization using the A* Algorithm
Prianto, Cahyo
; Universitas Logistik dan Bisnis Internasional
; Adiningrum, Nur Tri Ramadhanti
; Universitas Logistik dan Bisnis Internasional
Telematika
Vol 17
, No 2
(2024)
Logistics is situated at the epicenter of both production and consumption, its role in the economy is becoming more and more significant. A logistics company is a business that specializes in offering logistics services; an example of such a business in Bandung is a logistics company that offers pickup and delivery services. Of the many locations that will be visited by couriers every day, of course, effective vehicle route management is needed to minimize costs, time, and vehicle efficiency. Th...
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Pengaruh Beauty Influencer, Online Customer Review, dan Online Customer Rating terhadap Keputusan Pembeelian Produk Skincare Npure Face Toner
CiDEA Journal
Vol 3
, No 1
(2024)
Beauty influencers on social media are key in increasing visibility and sales of beauty products, besides that online customer reviews and online customer ratings also influence purchasing decisions. The purpose of this study is to determine whether beauty influencers, online customer reviews, and online customer ratings on purchasing decisions for Npure Face Toner skincare products. The study design applied is quantitative with an associative approach to analyze the relationship between these v...
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Hubungan Kepadatan Gafrarium pecinatum dengan Kualitas Perairan di Perairan Pengudang dan Perairan Dompak, Tanjungpinang Provinsi Kepulauan Riau
Aditia Sudarmawan
; Ario Gunzales
; Cherry Simamora
; Defi Artha Sari
; Destriana Cahaya Ningsih
; Endryansyah Endryansyah
; Ezzy Syarfina
; Fajar Abellino Nahera
; Felentina Siagian
; Martin Emmanuel Sirait
; Oktavia Frima Sion Simanjuntak
Populer: Jurnal Penelitian Mahasiswa
Vol 3
, No 2
(2024)
This study aims to analyze the relationship between macrozoobenthos Gafrarium pecinatum density and water quality at two water stations determined based on the turbidity of the research location on Sunday, May 26, 2024 in Pengudang waters and Monday, May 27, 2024 in Dompak waters. Field data analysis was carried out in the Marine Biology laboratory of the Faculty of Marine Science and Fisheries UMRAH. This study used a random sampling method with sample collection carried out at two predetermine...
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Pentingnya Pengetahuan Tentang Donor Darah Terhadap Kesadaran Perilaku Masyrakat
Jurnal Anestesi: Jurnal Ilmu Kesehatan dan Kedokteran,
Vol 2
, No 1
(2023)
The availability of blood is needed as an effort to cure disease and restore health. Efforts to provide blood are carried out through blood donations, namely the process of taking blood from someone voluntarily to be stored in a blood bank as blood stock and then used for blood transfusions. Blood donation services are only carried out by health workers who have the competence and ability and are only carried out in health facilities that meet the requirements. This is necessary to prevent vario...
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5 Sitasi
Keracunan Makanan
Jurnal Anestesi: Jurnal Ilmu Kesehatan dan Kedokteran,
Vol 2
, No 1
(2023)
Food poisoning is a health problem that often occurs in various parts of the world. The cause can come from bacteria, viruses, fungi, or contaminated chemicals in food. The aim of this research is to identify the causes of food poisoning and its impact on human health. The method used in this research is a qualitative method using descriptive methods. The observations made by the author in this research were direct observation or observation of the field by making direct observ...
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3 Sitasi
Use of Hybrid Methods in Making E-commerce Product Recommendation Systems to Overcome Cold Start Problems
Santosa, Budi
; UPN Veteran Yogyakarta
; Fuadi, Muhamad Azam
; Pembangunan Nasional (UPN) "Veteran" Yogyakarta University
; Florestiyanto, Mangaras Yanu
; UPN Veteran Yogyakarta
; Permadi, Vynska Amalia
; UPN Veteran Yogyakarta
; Kaswidjanti, Wilis
; UPN Veteran Yogyakarta
Telematika
Vol 16
, No 1
(2023)
The large number of users and the items offered in e-commerce make it difficult for buyers to choose the right items and sellers to offer their items to the right buyers. To overcome this problem, a system that can offer and recommend goods automatically, namely a recommendation system is needed. One of the most popular methods used to create a recommendation system is collaborative filtering, the recommendations are created based on similarities in user behavior. Unfortunately, this method has...
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