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Jurnal Ilmiah Sains dan Teknologi
Published by Universitas Banten Jaya
ISSN : 19071205     EISSN : 26226391     DOI : https://doi.org/10.47080/saintek.v7i1.2506
Core Subject : Science,
Computer Science & IT Decision Sciences, Operations Research & Management Library & Information Science Physics
The aim of this journal is to publish quality articles dedicated to all aspects of the latest outstanding developments in the field of informatics engineering. Its scope encompasses the applications of (but are not limited to) : ICT Software Engineering System Design Methodology Data mining and Big Data Human and Computer Interaction Mobile Computing Soft Computing E-Learning Multimedia and Image Processing Parallel/Distributed Computing Artificial Intelligence Computational Linguistics Data Communication Networking Computer Engineering Cybersecurity
Arjuna Subject : Ilmu Komputer (semua kategori) - Ilmu Komputer (Lain-Lain)
Articles 15 Documents
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Search results for , issue "Vol 8 No 2 (2024): Jurnal Ilmiah Sains dan Teknologi" : 15 Documents clear
Rancang Bangun Aplikasi Edukasi Interaktif Untuk Jogging Berbasis Android Lubis, Farhan Rusdy Asyhary; Syuhada, Muhammad Randa; Triase, Triase
Jurnal Ilmiah Sains dan Teknologi Vol 8 No 2 (2024): Jurnal Ilmiah Sains dan Teknologi
Publisher : Teknik Informatika Fakultas Ilmu Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47080/saintek.v8i2.3291

Abstract

The design of an interactive educational application for jogging based on Android, is an application created to make it easier for people to know about the definition of jogging and the health benefits of jogging, this application was created with a smart apps creator and the Canva application which aims to make it easier for writers to create educational applications This interactive, the final result of this interactive educational application design project will use mobile device media, namely Android-based. The author raised this title because the author saw a lack of public awareness about exercising, especially jogging, therefore the author took the initiative to raise the title of creating this interactive educational application so that people know the importance of jogging.
Analisis Sentimen Aplikasi Polri Super App Menggunakan Algoritma Random Forest Fransisco, Vicky; Rarasati, Dionisia Bhisetya
Jurnal Ilmiah Sains dan Teknologi Vol 8 No 2 (2024): Jurnal Ilmiah Sains dan Teknologi
Publisher : Teknik Informatika Fakultas Ilmu Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47080/saintek.v8i2.3383

Abstract

Polri Super App merupakan aplikasi mobile terintegrasi yang dapat melakukan banyak hal yang berkaitan dengan kepolisian. Pelayanan kepolisian mencakup berbagai aspek yang sangat penting dalam kehidupan bermasyarakat, seperti menangani kasus kriminal, mengatur lalu lintas, mengawasi kegiatan masyarakat, dan lainnya. Seiring dengan penerapan dan meningkatnya penggunaan aplikasi ini, muncul berbagai tanggapan berupa ulasan dari pengguna aplikasi. Untuk dapat memahami tingkat kepuasan dan ekspektasi dari pengguna aplikasi, analisis sentiment dari pengguna aplikasi diperlukan. Dengan menganalisis ulasan dari pengguna aplikasi, maka didapatkan sentimen masyarakat yang diharapkan dapat berguna bagi penyelenggara layanan Polri Super App agar dapat terus meningkatkan kualitas dan layanan aplikasi. Algoritma Random Forest digunakan untuk melakukan klasifikasi terhadap ulasan aplikasi. Hasil pengujian menggunakan confusion matrix menunjukkan bahwa model yang dibentuk memiliki nilai akurasi sebesar 95,87%.
Rancang Bangun Sistem Informasi Perpustakaan pada SMK La-Tahzan Berbasis Web Tarigan, Rehulina; Fuady, Tb Dedy; Korneilis, Korneilis; Harvana, Alvin; Rakhmat, Edy
Jurnal Ilmiah Sains dan Teknologi Vol 8 No 2 (2024): Jurnal Ilmiah Sains dan Teknologi
Publisher : Teknik Informatika Fakultas Ilmu Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47080/saintek.v8i2.3384

Abstract

The library service process at La-Tahzan Vocational School is still manual, such as data collection and recording written on paper media and not yet managed using an application system. This causes the member registration process to be slow, the process of collecting data on books, the process of borrowing and returning books and making reports is carried out by recording in a special book so that obtaining data and information takes a long time. The solution to overcome this problem is to build a website-based library information system. System development uses the System Development Life Cycle method with the waterfall model. Data collection methods were carried out by observation, interviews and literature study. This information system helps library staff in speeding up the member registration process, the book data collection process, the book search process, the process of borrowing and returning books and the process of making reports.
Pengembangan Sistem Inventory dan Sistem Pengiriman Barang untuk Memajukan Usaha PT. ABC Wilson, Arthur; Rarasati, Dionisia Bhisetya
Jurnal Ilmiah Sains dan Teknologi Vol 8 No 2 (2024): Jurnal Ilmiah Sains dan Teknologi
Publisher : Teknik Informatika Fakultas Ilmu Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47080/saintek.v8i2.3396

Abstract

In a company, there are always inbound and outbound goods. To record and track the movement of these goods efficiently, a system is needed. Manual writing is no longer feasible due to the high volume and rapid movement of goods, increasing the likelihood of errors. Therefore, an inventory system that automatically records the movement of goods is necessary to minimize human errors. There are systems for both inbound and outbound goods. All goods entering and leaving the company must be recorded for reporting purposes. For sales and shipment of goods, a shipment system is essential to make deliveries more efficient, timely, and cost-effective. The inventory system aims to record the movement of goods. Additionally, the shipment system cannot track the current status of shipments. The goal of this research is to develop inventory and shipment systems that can assist PT ABC's operations and facilitate its growth.
Analisis Prediksi Kelulusan Mahasiswa Universitas Sultan Ageng Tirtayasa Menggunakan Algoritma Machine Learning dan Feature Selection Sukarna, Royan Habibie; Holilah, Holilah; Damyati, Fitri; Hilman, Mohamad
Jurnal Ilmiah Sains dan Teknologi Vol 8 No 2 (2024): Jurnal Ilmiah Sains dan Teknologi
Publisher : Teknik Informatika Fakultas Ilmu Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47080/saintek.v8i2.3468

Abstract

The KNN algorithm with feature selection achieved the highest accuracy of 74.44% and an Area Under the Curve (AUC) of 0.8212. This model showed a balanced accuracy improvement compared to its performance using the dataset with complete features, which had an accuracy of 72.83% and an AUC of 0.8071. Similarly, the Random Forest model with feature selection showed an accuracy of 72.00% and an AUC of 0.7741, compared to an accuracy of 70.52% and an AUC of 0.7672 with all features. The SVM model with feature selection also improved, reaching an accuracy of 72.28% and an AUC of 0.7812, compared to an accuracy of 69.80% and an AUC of 0.774 with all features. Logistic Regression showed minimal change, with an accuracy of 69.14% and an AUC of 0.7644 after feature selection, compared to an accuracy of 69.25% and an AUC of 0.7645 with all features.

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