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All Journal OKTAL : Jurnal Ilmu Komputer dan Sains APPA : Jurnal Pengabdian Kepada Masyarakat Merkurius: Jurnal Riset Sistem Informasi dan Teknik Informatika
Melanie Putria
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Astronomy Chemistry Computer Science & IT Economics, Econometrics & Finance Education Electrical & Electronics Engineering Law, Crime, Criminology & Criminal Justice Medicine & Pharmacology Social Sciences

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Literature Review: Penggunaan Machine Learning Berbasis SVM untuk Klasifikasi Penyakit Liver Amir Rozy Sinaga; Raihan Rizky Nurfadila; Melanie Putria; Silvi Maerosa
OKTAL : Jurnal Ilmu Komputer dan Sains Vol 3 No 10 (2024): OKTAL : Jurnal Ilmu Komputer Dan Sains
Publisher : CV. Multi Kreasi Media

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Abstract

Liver disease is a significant health problem worldwide, with high mortality rates if not diagnosed early. In this study, we conducted a literature review on the application of Support Vector Machine (SVM) in liver disease classification. The SVM method was chosen because of its ability to handle imbalanced data and high complexity. The purpose of this study was to evaluate the effectiveness of SVM compared to other machine learning methods in detecting liver disease. The results of the literature review showed that SVM provided higher accuracy compared to other methods such as Naïve Bayes and Decision Tree, with some studies achieving accuracy of more than 90%. This study is expected to provide insight into the development of a machine learning-based diagnostic system for liver disease.
MEMAHAMI TEKNOLOGI IT: FONDASI, SISTEM DAN KESEMPATAN KARIER Muhamad Iksan; Wafa Zabira Revan; Melanie Putria; Darul Huda; Amir Rozy Sinaga; T.M. Aditya Ramadhan; Iddodo; Raihan Rizky Nurfadila; Ahmad Ismail; Rahmat Ibnu Iman
APPA : Jurnal Pengabdian Kepada Masyarakat Vol 2 No 5 (2025): APPA : Jurnal Pengabdian kepada Masyarakat
Publisher : Shofanah Media Berkah

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Kegiatan pengabdian masyarakat dengan bertema "Memahami Teknologi IT: Fondasi, Sistem, dan Kesempatan Karier" membahas perkembangan pesat teknologi informasi (TI) dan dampaknya pada berbagai aspek kehidupan. ini dilaksanakan di SMK Negeri 45 Jakarta Materi yang disampaikan mencakup konsep dasar Tl, arsitektur sistem komputer, sistem operasi, jaringan komputer, serta berbagai peluang karier yang dapat digali di bidang TI. Melalui kegiatan ini, diharapkan siswa dapat memahami pentingnya TI dalam kehidupan sehari-hari, serta termotivasi untuk mengembangkan keterampilan di bidang TI guna menghadapi tantangan dunia kerja yang semakin digital.
Implementasi Network Automation untuk Backup Konfigurasi Perangkat Jaringan Melanie Putria; Agustinus Marcello Soebiantoro; Harry Aprianto; Wasis Haryono
Merkurius : Jurnal Riset Sistem Informasi dan Teknik Informatika Vol. 3 No. 4 (2025): Juli : Merkurius : Jurnal Riset Sistem Informasi dan Teknik Informatika
Publisher : Asosiasi Riset Teknik Elektro dan Informatika Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61132/merkurius.v3i4.929

Abstract

PT Multipolar Technology Tbk is a leading information technology (IT) solutions provider in Indonesia, specializing in system integration, IT consulting, and outsourcing services. As part of the Lippo Group business ecosystem, the company plays a pivotal role in driving digital transformation across various industries, including banking, retail, telecommunications, and government sectors. Through strategic partnerships with global technology leaders such as IBM, Oracle, Cisco, and Microsoft, Multipolar Technology delivers comprehensive solutions encompassing hardware, software, cloud services, and data center infrastructure. Additionally, through its subsidiary PT Visionet Data Internasional (VisioNet), the company offers large-scale managed services. Its commitment to service excellence and technological advancement positions Multipolar Technology as a trusted partner in the digital journey of organizations throughout Indonesia.
Co-Authors Agustinus Marcello Soebiantoro Ahmad Ismail Amir Rozy Sinaga Darul Huda Harry Aprianto Haryono, Wasis Iddodo muhamad iksan Rahmat Ibnu Iman Raihan Rizky Nurfadila Silvi Maerosa T.M. Aditya Ramadhan Wafa Zabira Revan