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Model Hybrid Random Forest dan Information Gain untuk meningkatkan Performa Algoritma Machine Learning pada Deteksi Malicious Software
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 6
, No 2
(2024)
The evolution of malware, or malicious software, has raised increasing concerns, targeting not only computers but also other devices like smartphones. Malware is no longer just monomorphic but has evolved into polymorphic, metamorphic, and oligomorphic forms. With this massive development, conventional antivirus software is becoming less effective at countering it. This is due to malware's ability to propagate itself using different fingerprint and behavioral patterns. Therefore, an intelligent...
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Deteksi Serangan Denial of Service (DoS) dan Spoofing pada Internet of Vehicles menggunakan Algoritma K-Nearest Neighbor (KNN)
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 6
, No 2
(2024)
The implementation of Internet of Things (IoT) technology in motor vehicles has been increasing over time and is known as the Internet of Vehicles (IoV). IoV is becoming more essential to society as it provides comfort, safety, and efficiency in driving. Unfortunately, the use of internet technology in IoV brings the potential for cyber-attacks, such as Denial of Service (DoS) and Spoofing. Intrusion Detection Systems in IoV have not yet fully matured, as this technology is still relatively new....
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The effect of proportion of soy milk with sweet corn milk on physicochemical and organoleptic properties of vegetable ice cream
Journal of Food and Agricultural Product
Vol 4
, No 2
(2024)
The purpose of this study was to determine the effect of proportion of soy milk with sweet corn milk on physicochemical and organoleptic properties of vegetable ice cream. The design used a completely randomized block design with 5 treatments and 4 replications. Treatment were proportion of soy milk with sweet corn milk i.e. P1 (100%: 0%), P2 (75%: 25%), P3 (50%: 50%), P4 (25%: 75%) and P5 (0%: 100%). Parameters observed included protein content, total dissolved solids, overrun, resistance, colo...
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Implementasi Business Intelligence untuk menganalisis Perkembangan Akademik Mahasiswa di Program Studi Sistem Informasi UNISNU Jepara
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 6
, No 2
(2024)
This research aims to build a Business Intelligence (BI)-based academic monitoring system in the Unisnu Jepara Information Systems Study Program to improve the efficiency and quality of decision making. The method used involves analyzing student academic data with the help of Microsoft Power BI for data processing. Data is taken from the Academic Information System (SIAKAD) and processed to produce visualizations in the form of informative dashboards. The research results show visualization of a...
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The effect of composition purple sweet potato flour (Ipomoea batatas L.) and wheat on the physical, chemical and sensory properties in cookies
Rahmalia, Rekha Rizky
; Yuliani, Ririn
; Yuanda, Afifah Nurfadyah Islami Yuanda
; Khoerunnisa, Farah
; Sari, Yuli Perwita
Journal of Food and Agricultural Product
Vol 4
, No 2
(2024)
Cookies are a type of biscuit made from soft dough, high in fat content, relatively crispy when broken, and have a dense cross-sectional texture. The significantly increasing data on wheat flour consumption indicates a very high level of dependence on wheat flour. This is due to the high number of processed food products using wheat flour, necessitating the utilization of flour from local raw materials to explore local potential, one of which is by partially replacing wheat flour with purple swe...
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Analisis Pengaruh Media Sosial terhadap Produktivitas Akademik Mahasiswa menggunakan Metode Decision Tree dan Random Forest
Murwaningtyas, Chatarina Enny
; Kristiamita, Angel
; Putri, Agatha Lintang Antika Ika
; Puspaningrum, Fibelia Dwi
; Mahanani, Carolina Dhinda Putri
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 6
, No 2
(2024)
This study aims to evaluate the impact of social media usage on the academic productivity of Universitas Sanata Dharma Yogyakarta students, measured through their Grade Point Average (GPA). The methods employed involve two machine learning models: Decision Tree and Random Forest. The data were processed using outlier-resistant scaling techniques and data balancing through oversampling. The results show that the Random Forest model outperformed with an accuracy, precision, recall, and F1-score of...
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EFEKTIFITAS PEMBERIAN KOMPRES WATER TEPID SPONGE TERHADAP PENURUNAN SUHU TUBUH PADA KASUS HIPERTERMI DI RS PERMATA MEDIKA SEMARANG
Jurnal Kesehatan Al-Irsyad
Vol 17
, No 2
(2024)
Hipertermi adalah peningkatan suhu tubuh yang dapat terjadi >37,5 C dan merupakan suatu penyakit sebagai bentuk reaksi atau proses alami tubuh dalam melawan infesi yang disebabkan oleh bakteri, virus,Kondisi ini sering dialami oleh anak-anak, penyebab ialah infeksi dari penyakit pneumonia, bonkitis, tuberculosis, demam tifoid, demam berdarah, gastroenteritis, infeksi saluran kemih. Proses infeksi penyakit yang terjadi pada tubuh mengakibatkan perubahan suhu tubuh yang meningkat sebagai bentuk...
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Strategi Manajemen Keuangan Rumah Tangga: Langkah Menuju Kesejahteraan Ekonomi Keluarga
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 3
, No 3
(2024)
This Community Service activity aims to ensure that every woman is able to have a management strategy in managing household finances so that economic prosperity can be achieved in the family. Participants in this activity are given an understanding of the management strategies applied in managing household finances which will result in output from the participants, namely that each participant knows the level of financial needs, is able to make financial plans well in accordance with the flow of...
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Pendampingan Pengisian SPT Tahunan Wajib Pajak Orang Pribadi di Wilayah Sidoarjo
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 3
, No 3
(2024)
The purpose of this service is to improve the compliance of Individual Taxpayers (WPOP) in reporting Annual Tax Returns in the Sidoarjo area through a mentoring program. The method used includes education and direct assistance carried out by tax volunteers from the University of Nahdlatul Ulama Sidoarjo, with a technical guidance approach for filling out tax returns and tax socialization. The results of the service showed a significant increase in the number of WPOPs who reported their tax retur...
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Pengelolaan Kas, Piutang, dan Hutang Yang Efektif Sebagai Upaya Meningkatkan Profitabilitas Perusahaan
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 3
, No 3
(2024)
Profitability is a company's calculation in seeking profits so that the company can sustain its operational activities. This research aims to assist companies in managing cash, accounts receivable, and debts effectively in order to increase the company's profitability. The research employed a descriptive analysis approach. The Subject and object used in this study is PT Fokus Cory Logistik located in Malaka Sari, Jakarta. The results of this study are (1) Cash turnover in the 2020-2022 period ha...
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