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Deteksi Dini Pencurian Data pada Perangkat Seluler Menggunakan Machine Learning
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 2
(2025)
The increasing use of mobile devices has increased the risk of data theft, posing significant security challenges for individuals and organizations. This study proposes an early detection system for data theft on mobile devices using machine learning algorithms. The system is designed to identify suspicious patterns in application usage, network access, and CPU/memory activity, providing early warnings to prevent potential data loss. By employing algorithms such as Random Forest, Support Vector...
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KNN-Based Handwritten Digit Classification with Accuracy Analysis and Visualization
Maulana, Muhammad Rizky
; Maulana, Muhammad Rizky
; Nugroho, Adiv Prasetyo
; Adinata, Ferdyan Candra
; Haidar, Nova Briyan
; Setiawan, Arif
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 2
(2025)
The rapid advancement of information technology has had a significant impact in various fields, particularly in pattern recognition and image processing. One of the ongoing challenges is accurately recognizing handwritten digits, which plays a crucial role in document digitization, automated form reading, and other intelligent systems. This study aims to implement and evaluate the K-Nearest Neighbors (KNN) algorithm, a simple yet effective classification technique, in recognizing handwritten dig...
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1 Sitasi
Leveraging SAMME for Improved Multi-Class Cirrhosis Diagnosis in Clinical Settings
Sulistyawati, Arum Kurnia
; Meliala, Dyan Avando
; Soejono, Ajie Wibowo
; Sari, Dini
; Hiswati, Marselina Endah
; Diqi, Mohammad
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 1
(2025)
This study explores the use of the SAMME algorithm to develop a predictive model for identifying various stages of cirrhosis. The dataset includes 418 records with 20 attributes, targeting the classification of cirrhosis stages: C (censored), CL (censored due to liver transplantation), and D (death). The model achieved an overall accuracy of 94%, demonstrating high precision and recall for classes C and D. However, the precision for class CL was lower, indicating a tendency to over-predict this...
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Analisis Biaya Pelatihan SDM
Doranda Putri Farid Nurkamiden
; Mitha Nopelyn Soga
; Astrid Rifai
; Nabila Kasim
; Adinda I. Sujono
; Sintia Lawani
; Sitti Annisa Y Panane
; Sharina Putri Hurain
JURNAL EKONOMI MANAJEMEN AKUNTANSI
Vol 31
, No 1
(2025)
This study aims to analyze the employee training system at Toko Kue Hanania Food, particularly in improving product packaging skills and customer communication. Using the observation and documentation method, this research identifies that training is conducted through the On-the-Job Training method, where new employees learn directly in the workplace within one to three days. The results indicate that while this method is effective in accelerating employee adaptation, challenges such as lack of...
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Pengembangan dan Komersialisasi Desain Produk Aksesoris Interior Berbahan Baku Kain Perca Sebagai Upaya Meningkatkan Komersialisasi Usaha Bank Sampah Gulon Asri
Rohadatul 'Aisy, Nadhifia Iryadini
; Alimin, Nurhayatu Nufut
; Putri Novitabella, Trisna Dwi
; Pradini Priliana, Silmi Cahya
; Safi’i, Wisnu imam
; Pramesti, Sharfina Djati
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 1
(2025)
The service activity is a continuation of the previous service activity, which is almost entering the final stage of efforts to commercialize Gulon Asri waste bank products. This service activity consists of material delivery activities and product making workshop activities along with recording video tutorials of the products being worked on. At this stage, waste bank women are taught to make video tutorials which can be used as a means of education about recycling fabric waste as well as a pro...
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DREB1 Gene in Regulating Drought Tolerance in Cereal Plants
Bioeksperimen: Jurnal Penelitian Biologi
Vol 11
, No 1
(2025)
This study aims to explain the role of the DREB1 gene in increasing drought tolerance in plants with an emphasis on recent advances in genetic engineering. In this research, the method used is a literature review by collecting library data, reading and taking notes, and critically managing research data related to the DREB1 gene. In this research, data analysis starts by examining the results from studies that are most relevant to the research problem. The results of the literature review obtain...
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PERANCANGAN SISTEM INSTALASI LISTRIK PRESIDENT ROOM RUMAH SAKIT MITRA BANGSA PATI
Jurnal Elektro dan Teknologi Informasi
Vol 3
, No 2
(2025)
Rumah Sakit merupakan institusi pelayanan kesehatan yang menyediakan layanan rawat inap, rawat jalan, dan gawat darurat secara paripurna. Berdasarkan Peraturan Menteri Kesehatan Republik Indonesia No. 1204/Menkes/SK/X/2004, Rumah Sakit adalah sarana yang tidak hanya tempat berkumpulnya orang sakit dan sehat, tetapi juga rentan menjadi sumber penularan penyakit dan pencemaran lingkungan. Rumah Sakit Mitra Bangsa Pati, sebagai salah satu fasilitas kesehatan di Kota Pati, Jawa Tengah, menawarkan be...
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Perancangan Mesin Pemotong Sukun Ergonomis Berbasis Analisis Risiko Ergonomis dan Keluhan Musculoskeletal Disorders (MSDs)
Majalah Ilmiah Momentum
Vol 21
, No 1
(2025)
Proses pemotongan sukun di UMKM Mastif di Kelurahan Gunung Simping, Kabupaten Cilacap, masih dilakukan secara manual dengan menggunakan tangan dan alat sederhana. Praktik ini dapat menyebabkan timbulnya keluhan gangguan muskuloskeletal seperti nyeri punggung, nyeri leher, dan kelelahan tubuh lainnya. Penelitian ini memiliki tujuan untuk mengidentifikasi keluhan muskuloskeletal yang terkait dengan postur kerja saat melakukan pemotongan sukun, menganalisis, serta mengevaluasi postur kerja saat men...
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Studi Eksperimental Pembakaran Droplet Biodiesel Minyak Jelantah Blending Etanol yang Dipengaruhi Medan Magnet
Majalah Ilmiah Momentum
Vol 21
, No 1
(2025)
Penelitian ini bertujuan untuk mengetahui pengaruh variasi campuran 5%, 10%, 15% etanol pada biodiesel minyak jelantah terhadap evolusi api, emisi gas CO2, CO, HC, dan suhu api. Kecepatan kamera yang digunakan sebesar 120 fps yang diletakkan di depan droplet. Dilakukan penelitian secara eksperimental dengan menempatkan sebuah tetesan campuran 5%, 10%, 15% etanol pada thermocouple type K dengan diameter tetesan 0.3 mm dengan menambahkan medan magnet tarik N-S dan tolak S-S. Hasil penelitian menem...
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The Effectiveness of Using Smartphone-Based Phyphox in Field Practice Tilt to Improve Students' Creative Thinking Skills
Rusdin, Muhammad Epi
; Prasetyo, Erwin
; Anwar, Zaina
; Pujianti Bejahida Donuata
; Nurfadilah
; Farizi, Zakaria Al
Jurnal Penelitian Pembelajaran Fisika
Vol 16
, No 2
(2025)
The use of technology is a solution to overcome problems in physics learning. This study aims to determine the effectiveness of using Smartphone-based Phyphox in improving students' creative thinking skills. The design used in this research is a nonequivalent pre-test and post-test control group design. This study used a purposive sampling technique to get two groups. The statistical analysis used was independent sample t-test. The results of the analysis showed that there was an effect of using...
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