Scientific Journal of Informaticsn starting in 2024 migrates to better secure from various unwanted things, including journal hacking and so on. To submit, the author please visit the new website page of our journal at the link https://journal.unnes.ac.id/journals/sji
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Starting vol 11 no 2 has moved to https://journal.unnes.ac.id/journals/sji
Scientific Journal of Informatics (p-ISSN 2407-7658 | e-ISSN 2460-0040) published by the Department of Computer Science, Universitas Negeri Semarang, a scientific journal of Information Systems and Information Technology which includes scholarly writings on pure research and applied research in the field of information systems and information technology as well as a review-general review of the development of the theory, methods, and related applied sciences, with a particular emphasis on the Indonesian context and global perspective. The SJI publishes 4 issues in a calendar year (February, May, August, November).
The advantage of this journal is the fast response, for good quality articles, the following is the estimated processing time:
(1). Initial Decision for Review: 1 -10 days after submission, (2). Decision after review: 6 - 8 weeks after submission, (3). online publication time: 1-4 weeks after acceptance.
You can also contact us through the contacts on this website.
Indexing & Abstracting: DOAJ, EBSCO, IPI, SINTA, ROAD, GARUDA, DIMENSIONS
Vol 11, No 1 (2024): February 2024
Table of Contents
Articles
Applying Structural Equational Model (SEM) to Analysis of Perceived Social Media Influence on Intention to Buy Online Store by Consumer Trust and Hedonic Brand Image
DOI 10.15294/sji.v11i1.47859 Abstract 813 times
PDF 529 times
Wisnalmawati Wisnalmawati(1), Ahmed Mohamed Annegrat(2), Marjam Desma Rahadini(3), Abadi Sanosra(4), Agus Suryono(5),
(1) Department of Management, Faculty of Economics and Business, Universitas Pembangunan Nasional "Veteran" Yogyakarta, Indonesia (2) Faculty of Economics, University of Bani Waleed, Libya (3) Study Program of Management, Faculty of Economics, Universitas Slamet Riyadi Surakarta, Indonesia (4) Faculty of Economics, Universitas Muhammadiyah Jember, Indonesia (5) Department of Management, Faculty of Economics and Business, Universitas Pembangunan Nasional "Veteran" Yogyakarta, Indonesia |
Damerau-Levenshtein Distance Algorithm Based on Abstract Syntax Tree to Detect Code Plagiarism
DOI 10.15294/sji.v11i1.48064 Abstract 576 times
PDF 428 times
Ahlijati Nuraminah(1), Abdullah Ammar(2),
(1) Department of Computer Science, Sekolah Tinggi Ilmu Manajemen dan Ilmu Komputer ESQ, Indonesia (2) Department of Computer Science, Sekolah Tinggi Ilmu Manajemen dan Ilmu Komputer ESQ, Indonesia |
Indonesian Hate Speech Text Classification Using Improved K-Nearest Neighbor with TF-IDF-ICSρF
DOI 10.15294/sji.v11i1.48085 Abstract 541 times
PDF 363 times
Nova Adi Saputra(1), Khurotul Aeni(2), Nurul Mega Saraswati(3),
(1) Department of Informatics, Faculty of Science and Technology, Universitas Peradaban, Indonesia (2) Department of Informatics, Faculty of Science and Technology, Universitas Peradaban, Indonesia (3) Department of Informatics, Faculty of Science and Technology, Universitas Peradaban, Indonesia |
A Comparative Study of Javanese Script Classification with GoogleNet, DenseNet, ResNet, VGG16 and VGG19
DOI 10.15294/sji.v11i1.47305 Abstract 519 times
PDF 336 times
Ajib Susanto(1), Christy Atika Sari(2), Eko Hari Rachmawanto(3), Ibnu Utomo Wahyu Mulyono(4), Noorayisahbe Mohd Yaacob(5),
(1) Faculty of Computer Science, Universitas Dian Nuswantoro, Indonesia (2) Faculty of Computer Science, Universitas Dian Nuswantoro, Indonesia (3) Faculty of Computer Science, Universitas Dian Nuswantoro, Indonesia (4) Faculty of Computer Science, Universitas Dian Nuswantoro, Indonesia (5) Faculty of Information Science and Technology, University Kebangsaan Malaysia, Selangor, Malaysia |
E-Dharmagita Learning Model Innovation with Mobile and Multimedia Technology
DOI 10.15294/sji.v11i1.46653 Abstract 322 times
PDF 161 times
Oka Sudana(1), Kd. Vigyan Melati Sukma(2), Ayu Wirdiani(3), Gusti Agung Ayu Putri(4),
(1) Department of Technology Information, Universitas Udayana, Indonesia (2) Department of Technology Information, Universitas Udayana, Indonesia (3) Department of Technology Information, Universitas Udayana, Indonesia (4) Department of Technology Information, Universitas Udayana, Indonesia |
Smart System on Two-dimensional Shapes Recognition Application for Kindergarten Students
DOI 10.15294/sji.v11i1.47494 Abstract 340 times
PDF 206 times
Teja Endra Eng Tju(1), Elizabeth Nurmiyati Tamatjita(2),
(1) Faculty of Information Technology, Universitas Budi Luhur, Indonesia (2) Department of Informatics, PTK - STMIK Widuri, Indonesia |
Optimization Selection on Deep Learning Algorithm for Stock Price Prediction in Indonesia Companies
DOI 10.15294/sji.v11i1.47935 Abstract 433 times
PDF 246 times
Gunawan Gunawan(1), Wresti Andriani(2), Sawaviyya Anandianskha(3), Aang Alim Murtopo(4), Bangkit Indarmawan Nugroho(5), Naella Nabila Putri Wahyuning Naja(6),
(1) Department of Informatic Engineering, STMIK YMI Tegal, Indonesia (2) Department of Informatic Engineering, STMIK YMI Tegal, Indonesia (3) Department of Informatic Engineering, STMIK YMI Tegal, Indonesia (4) Department of Informatic Engineering, STMIK YMI Tegal, Indonesia (5) Department of Information System, STMIK YMI Tegal, Indonesia (6) Department of Management, Universitas Negeri Semarang, Indonesia |
Real-Time Web-Based Monitoring System for Temperature, Humidity, and Solar Panels in Ramie Drying Facilities
DOI 10.15294/sji.v11i1.47234 Abstract 469 times
PDF 266 times
Sidiq Syamsul Hidayat(1), Kiara Izzatus Shabiya(2), Sri Anggraeni Kadiran(3), Irfan Mujahidin(4), M. Cahyo Ardi Prabowo(5), Arif Nursyahid(6), Endro Wasito(7), Helmy Helmy(8),
(1) Department of Electrical Engineering, Politeknik Negeri Semarang, Indonesia (2) Department of Electrical Engineering, Politeknik Negeri Semarang, Indonesia (3) Department of Electrical Engineering, Politeknik Negeri Semarang, Indonesia (4) Department of Electrical Engineering, Politeknik Negeri Semarang, Indonesia (5) Department of Electrical Engineering, Politeknik Negeri Semarang, Indonesia (6) Department of Electrical Engineering, Politeknik Negeri Semarang, Indonesia (7) Department of Electrical Engineering, Politeknik Negeri Semarang, Indonesia (8) Department of Electrical Engineering, Politeknik Negeri Semarang, Indonesia |
Analysis Impact of Rapid Application Development Method on Development Cycle and User Satisfaction: A Case Study on Web-Based Registration Service
DOI 10.15294/sji.v11i1.49590 Abstract 425 times
PDF 512 times
Imam Riadi(1), Anton Yudhana(2), Ade Elvina(3),
(1) Department of Information System, Universitas Ahmad Dahlan, Yogyakarta, Indonesia (2) Department of Electrical Engineering, Universitas Ahmad Dahlan, Yogyakarta, Indonesia (3) Master Program of Informatics, Universitas Ahmad Dahlan, Yogyakarta, Indonesia |
Community Satisfaction with Online Services in East Lombok Regency: (Case Study: BAKSO Application)
DOI 10.15294/sji.v11i1.48083 Abstract 389 times
PDF 181 times
Yujitia Ahdarrijal(1), Ulung Pribadi(2),
(1) Master of Government Affairs and Administration, Universitas Muhammadiyah Yogyakarta, Indonesia (2) Master of Government Affairs and Administration, Universitas Muhammadiyah Yogyakarta, Indonesia |
Examination of the Factors Impacting the Interest of Residents in Semarang City in Mobile Health Applications: An UTAUT Analysis
DOI 10.15294/sji.v11i1.48130 Abstract 344 times
PDF 197 times
Muhamad Putra Perdana(1), Zaenal Abidin(2),
(1) Faculty of Mathematics and Natural Sciences, Universitas Negeri Semarang, Indonesia (2) Faculty of Mathematics and Natural Sciences, Universitas Negeri Semarang, Indonesia |
Analysis of Attack Detection on Log Access Servers Using Machine Learning Classification: Integrating Expert Labeling and Optimal Model Selection
DOI 10.15294/sji.v11i1.49424 Abstract 398 times
PDF 225 times
Mohammad Ridwan(1), Irwan Sembiring(2), Adi Setiawan(3), Iwan Setyawan(4),
(1) Faculty of Engineering, Universitas Islam Syekh Yusuf Tangerang, Indonesia (2) Faculty of Science and Mathematics, Universitas Kristen Satya Wacana Salatiga, Indonesia (3) Faculty of Science and Mathematics, Universitas Kristen Satya Wacana Salatiga, Indonesia (4) Faculty of Science and Mathematics, Universitas Kristen Satya Wacana Salatiga, Indonesia |
YOLOv8 Analysis for Vehicle Classification Under Various Image Conditions
DOI 10.15294/sji.v11i1.49038 Abstract 1173 times
PDF 1134 times
Eben Panja(1), Hendry Hendry(2), Christine Dewi(3),
(1) Department of Information Technology, Universitas Kristen Satya Wacana, Indonesia (2) Department of Information Technology, Universitas Kristen Satya Wacana, Indonesia (3) Department of Information Technology, Universitas Kristen Satya Wacana, Indonesia |
YOLO vs. CNN Algorithms: A Comparative Study in Masked Face Recognition
DOI 10.15294/sji.v11i1.48723 Abstract 912 times
PDF 413 times
Muhammad Ridho Dewanto(1), Mifta Nur Farid(2), Muhammad Abby Rafdi Syah(3), Aji Akbar Firdaus(4), Hamzah Arof(5),
(1) Department of Electrical Engineering, Institut Teknologi Kalimantan, Balikpapan, Indonesia (2) Department of Electrical Engineering, Institut Teknologi Kalimantan, Balikpapan, Indonesia (3) Department of Electrical Engineering, Institut Teknologi Kalimantan, Balikpapan, Indonesia (4) Department of Engineering, Universitas Airlangga, Surabaya, Indonesia (5) Department of Electrical Engineering, University of Malaya, Malaysia |
Performance Comparison Between LeNet And MobileNet In Convolutional Neural Network for Lampung Batik Image Identification
DOI 10.15294/sji.v11i1.49451 Abstract 296 times
PDF 162 times
Rico Andrian(1), Hans Christian Herwanto(2), Rahman Taufik(3), Didik Kurniawan(4),
(1) Computer Science Study Program, Universitas Lampung, Indonesia (2) Computer Science Study Program, Universitas Lampung, Indonesia (3) Computer Science Study Program, Universitas Lampung, Indonesia (4) Computer Science Study Program, Universitas Lampung, Indonesia |
Indonesian News Text Summarization Using MBART Algorithm
DOI 10.15294/sji.v11i1.49224 Abstract 663 times
PDF 338 times
Rahma Hayuning Astuti(1), Muljono Muljono(2), Sutriawan Sutriawan(3),
(1) Department of Computer Science, Universitas Dian Nuswantoro, Indonesia (2) Department of Computer Science, Universitas Dian Nuswantoro, Indonesia (3) Department of Computer Science, Universitas Muhammadiyah Bima, Indonesia |
Comparison of Discriminant Analysis and Support Vector Machine on Mixed Categorical and Continuous Independent Variables for COVID-19 Patients Data
DOI 10.15294/sji.v11i1.48565 Abstract 387 times
PDF 240 times
Husnul Aris Haikal(1), Aji Hamim Wigena(2), Kusman Sadik(3), Efriwati Efriwati(4),
(1) Faculty of Mathematics and Natural Sciences, Institut Pertanian Bogor, Indonesia (2) Faculty of Mathematics and Natural Sciences, Institut Pertanian Bogor, Indonesia (3) Faculty of Mathematics and Natural Sciences, Institut Pertanian Bogor, Indonesia (4) National Research and Innovation Agency, Indonesia |
Comparative Study of Machine Learning Algorithms for Performing Ham or Spam Classification in SMS
DOI 10.15294/sji.v11i1.47364 Abstract 646 times
PDF 213 times
Erna Zuni Astuti(1), Christy Atika Sari(2), Eko Hari Rachmawanto(3), Rabei Raad Ali(4),
(1) Departmen of Informatics Engineering, Universitas Dian Nuswantoro, Indonesia (2) Departmen of Informatics Engineering, Universitas Dian Nuswantoro, Indonesia (3) Departmen of Informatics Engineering, Universitas Dian Nuswantoro, Indonesia (4) Department of Computer Engineering, Northern Technical University, Iraq |
Implementation of Feature Selection Strategies to Enhance Classification Using XGBoost and Decision Tree
DOI 10.15294/sji.v11i1.48145 Abstract 418 times
PDF 228 times
Fhara Elvina Pingky Nadya(1), M.Firdaus Ibadi Ferdiansyah(2), Vinna Rahmayanti Setyaning Nastiti(3), Christian Sri Kusuma Aditya(4),
(1) Faculty of Engineering, Universitas Muhammadiyah Malang, Indonesia (2) Faculty of Engineering, Universitas Muhammadiyah Malang, Indonesia (3) Faculty of Engineering, Universitas Muhammadiyah Malang, Indonesia (4) Faculty of Engineering, Universitas Muhammadiyah Malang, Indonesia |
Comparative Analysis of LSTM Neural Network and SVM for USD Exchange Rate Prediction: A Study on Different Training Data Scenarios
DOI 10.15294/sji.v11i1.49975 Abstract 494 times
PDF 173 times
Yesy Diah Rosita(1), Lady Silk Moonlight(2),
(1) Faculty of Informatics, Institut Teknologi Telkom Purwokerto, Indonesia (2) Aeronautical Communication, Politeknik Penerbangan Surabaya, Indonesia |
A Comparative Study of Random Forest and Double Random Forest Models from View Points of Their Interpretability
DOI 10.15294/sji.v11i1.48721 Abstract 432 times
PDF 185 times
Adlina Khairunnisa(1), Khairil Anwar Notodiputro(2), Bagus Sartono(3),
(1) Faculty of Mathematics and Natural Sciences, Institut Pertanian Bogor, Indonesia (2) Faculty of Mathematics and Natural Sciences, Institut Pertanian Bogor, Indonesia (3) Faculty of Mathematics and Natural Sciences, Institut Pertanian Bogor, Indonesia |
Forensic Analysis of Drones Attacker Detection Using Deep Learning
DOI 10.15294/sji.v11i1.48183 Abstract 286 times
PDF 129 times
Arda Surya Editya(1), Neny Kurniati(2), Mochammad Machlul Alamin(3), Anggay Luri Pramana(4), Angga Lisdiyanto(5),
(1) Faculty of Computer Science, Universitas Nahdlatul Ulama Sidoarjo, Indonesia (2) Faculty of Computer Science, Universitas Nahdlatul Ulama Sidoarjo, Indonesia (3) Faculty of Computer Science, Universitas Nahdlatul Ulama Sidoarjo, Indonesia (4) Faculty of Computer Science, Universitas Nahdlatul Ulama Sidoarjo, Indonesia (5) Faculty of Computer Science, Universitas Nahdlatul Ulama Sidoarjo, Indonesia |
Knowledge Discovery from Confusion Matrix of Pruned CART in Imbalanced Microarray Data Ovarian Cancer Classification
DOI 10.15294/sji.v11i1.50077 Abstract 300 times
PDF 121 times
Ni Kadek Emik Sapitri(1), Umu Sa’adah(2), Nur Shofianah(3),
(1) Department of Mathematics, Universitas Brawijaya, Indonesia (2) Department of Mathematics, Universitas Brawijaya, Indonesia (3) Department of Mathematics, Universitas Brawijaya, Indonesia |
The Comparison of K-Nearest Neighbors and Random Forest Algorithm to Recognize Indonesian Sign Language in a Real-Time
DOI 10.15294/sji.v11i1.48475 Abstract 422 times
PDF 333 times
Aaqila Dhiyaanisafa Goenawan(1), Sri Hartati(2),
(1) Department of Computer Science, STMIK ESQ, Indonesia (2) Department of Computer Science, STMIK ESQ, Indonesia |
Comparative Study of Imbalanced Data Oversampling Techniques for Peer-to-Peer Landing Loan Prediction
DOI 10.15294/sji.v11i1.50274 Abstract 256 times
PDF 203 times
Rini Muzayanah(1), Apri Dwi Lestari(2), Jumanto Jumanto(3), Budi Prasetiyo(4), Dwika Ananda Agustina Pertiwi(5), Much Aziz Muslim(6),
(1) Department of Computer Science, Universitas Negeri Semarang, Indonesia (2) Department of Computer Science, Universitas Negeri Semarang, Indonesia (3) Department of Computer Science, Universitas Negeri Semarang, Indonesia (4) Department of Computer Science, Universitas Negeri Semarang, Indonesia (5) Faculty of Technology Management, Universiti Tun Hussein Onn Malaysia, Malaysia (6) Department of Computer Science, Universitas Negeri Semarang, Indonesia |