Volume 20, Issue 9 (2024) | Journal of Computer Science

Personalized Recommendation System: Web of Things Using Modular Density-Based Community Discovery

Vinod Patidar — 2024-06-21

Journal of Computer Science, Published online: 21 June 2024; doi:10.3844/jcssp.2024.918.930

Community discovery is the cornerstone and core of study in customized recommendation, assembling group features and social network analysis on the web of things. Conventional community discovery meth...

PM2.5 Prediction Using Homogenous and Heterogenous Ensemble Learning: A Comprehensive Evaluation

Shrabani Medhi — 2024-06-20

Journal of Computer Science, Published online: 20 June 2024; doi:10.3844/jcssp.2024.931.954

Air pollution is a global issue. PM2.5 is considered to be the most dangerous pollutant. Prediction of PM2.5 concentration is important so that effective measures can be taken beforehand. A multitude ...

Global Supply Chain: Enhance Production Cost Efficiency Through Machine Learning

Loubna Moumeni — 2024-06-14

Journal of Computer Science, Published online: 14 June 2024; doi:10.3844/jcssp.2024.955.963

Machine learning has enabled the discovery of various disciplines and patterns in Supply Chain Management (SCM). The entire industrial sector is striving to harness the contextual intelligence provide...

Secure Fingerprint Identification for Unconscious Personal Health Record Users During an Emergency Situation

Pariwat Choosang — 2024-06-20

Journal of Computer Science, Published online: 20 June 2024; doi:10.3844/jcssp.2024.964.971

The Personal Health Record (PHR) system is a system that allows an individual to collect, store and share his/her health-related information. Such information about the victim during an emergency is c...

Performance Assessment of CPU Scheduling Algorithms: A Scenario-Based Approach with FCFS, RR, and SJF

Olaa Hajjar — 2024-06-16

Journal of Computer Science, Published online: 16 June 2024; doi:10.3844/jcssp.2024.972.985

This study presents an extensive examination of CPU scheduling algorithms, focusing on the First-Come, First-Served (FCFS), Round-Robin (RR), and Shortest-Job-First (SJF) strategies through a carefull...

Features of the Security System Development of a Computer Telecommunication Network

Leonid Chervyakov — 2024-06-20

Journal of Computer Science, Published online: 20 June 2024; doi:10.3844/jcssp.2024.986.996

Global computer networks have enabled ordinary users, companies, organizations and medical institutions to gain virtually unlimited access to data arrays. Therefore, developing systems capable of ensu...

Efficient Detection of Palm and Hand Landmark for Speech Impaired People Using Mediapipe Model

Sharmila Rathod — 2024-06-24

Journal of Computer Science, Published online: 24 June 2024; doi:10.3844/jcssp.2024.997.1008

Human-machine interaction may be a basic figure in this age of touch-screen gadgets. Numerous gadgets are being created that can be worked without touching the system. So, in this consideration, how t...

Explainable Evidence-Based Veracity Assessment of Textual Claim

Aruna Shankar — 2024-06-25

Journal of Computer Science, Published online: 25 June 2024; doi:10.3844/jcssp.2024.1009.1019

The rise of social media and the internet has significantly increased the amount and speed of shared information, posing challenges for verifying content. Automated veracity checking has become essent...

A New Hybrid Model to Predict the Performance of Trainee Teachers Based on Clustering and Classification

Yissam Lakhdar — 2024-06-26

Journal of Computer Science, Published online: 26 June 2024; doi:10.3844/jcssp.2024.1020.1029

This article explores how artificial intelligence, particularly machine learning, can be used to assess and predict the performance of trainee teachers in Morocco. Considering the country's focus on i...

Deep Learning Approach to Mitigate DDoS Attacks in SDN

Hema Surendrakumar Dhadhal — 2024-07-05

Journal of Computer Science, Published online: 5 July 2024; doi:10.3844/jcssp.2024.1030.1039

The rise of Distributed Denial of Service (DDoS) attacks remains a significant obstacle to network security and availability. This abstract presents a new hybrid model for DDoS mitigation in Software-...

Autism Spectrum Disorder Prediction Using Hybrid Deep Learning Model and a Recommendation System Application for Autistic Patient

Biplov Paneru — 2024-07-06

Journal of Computer Science, Published online: 6 July 2024; doi:10.3844/jcssp.2024.1040.1050

The goal of this study is to create machine learning models that use a big dataset to predict Autism Spectrum Disorder (ASD). To achieve optimal performance, a number of algorithms were employed and r...

Logistic Regression with Multi-Connected Weights

Avazjon Marakhimov Rakhimovich — 2024-07-04

Journal of Computer Science, Published online: 4 July 2024; doi:10.3844/jcssp.2024.1051.1058

Results of current research in biological and cognitive science reveal that neuronal interactions predominantly depend on neurotransmitters for signaling and sending information between neurons. Furth...

Design of Enterprise Architecture Using Zachman Framework at Private School in Center Jakarta

Keysia Aprilia — 2024-07-08

Journal of Computer Science, Published online: 8 July 2024; doi:10.3844/jcssp.2024.1059.1068

Technology is currently fundamental and necessary, including in the education sector, where information technology, such as enterprise architecture, can be applied to support and facilitate school bus...

Phishing Website Detection Using Improved Multilayered Convolutional Neural Networks

Hadia Bibi — 2024-07-06

Journal of Computer Science, Published online: 6 July 2024; doi:10.3844/jcssp.2024.1069.1079

The internet has become an essential part of many fields: Communication, entertainment, commerce, industrial production, agriculture, etc. Unfortunately, online users are vulnerable to various attacks...

E-Participation Success Factors: A Systematic Literature Review

Elgamar Syam — 2024-07-10

Journal of Computer Science, Published online: 10 July 2024; doi:10.3844/jcssp.2024.1080.1090

E-participation which has emerged from the development of electronic government, is a very interesting phenomenon to study today. However, when e-participation was first introduced, various problems a...

The Stanford Dependency Relations for Commonsense Knowledge Representation of Winograd Schema Challenge (WSC)

Nesreen Alsharman — 2024-07-10

Journal of Computer Science, Published online: 10 July 2024; doi:10.3844/jcssp.2024.1091.1098

An alternative to the Turing Test that could offer a more accurate measurement of artificial intelligence is the Winograd Schema Challenge (WSC). It presents a number of coreference resolution issues ...

The User Experience Analysis of Digital Health Tracking Application in Indonesia

Sugiarto Hartono — 2024-07-09

Journal of Computer Science, Published online: 9 July 2024; doi:10.3844/jcssp.2024.1099.1109

Indonesia has an application for health tracking called SATUSEHAT. This application is used to search for hospitals, record vaccine data, and all functions related to public health. This application w...

Mapping Learning Algorithms on Data, a Useful Step for Optimizing Performances and Their Comparison

Filippo Neri — 2024-07-10

Journal of Computer Science, Published online: 10 July 2024; doi:10.3844/jcssp.2024.1110.1120

In this paper, we propose a novel methodology to map learning algorithms on data (performance map) in order to gain more insights into the distribution of their performances across their parameter spa...

Mitigating Privacy and Security Risks in the Era of Big Data: A Comprehensive Framework of Best Practices and Protocols

Uma Narayanan — 2024-07-13

Journal of Computer Science, Published online: 13 July 2024; doi:10.3844/jcssp.2024.1121.1145

Addressing the intricate challenges of security and privacy in big data necessitates a focused research approach toward the development of innovative frameworks, protocols and algorithms. This study a...

A Comparative Analysis of Smote and CSSF Techniques for Diabetes Classification Using Imbalanced Data

Bashar Hamad Aubaidan — 2024-07-22

Journal of Computer Science, Published online: 22 July 2024; doi:10.3844/jcssp.2024.1146.1165

Diabetes, a prevalent chronic metabolic disorder, poses a significant burden on healthcare systems worldwide. Accurate and timely diagnosis is crucial for effective management and complication prevent...