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Intelligent Anti-Jamming Decision Algorithm of Bivariate Frequency Hopping Pattern Based on DQN With PER and Pareto
To improve the anti-jamming performance of frequency hopping system in complex electromagnetic environment, a Deep Q-Network algorithm with priority experience replay (PER) based on Pareto samples (PPER-DQN) is proposed, which...
Published by: IGI Global Scientific Publishing
Assessing the Usability of E-Learning Software Among University Students
Jehad Alqurni
Jan 01, 2023
Higher educational institutions are implementing e-learning system software to improve the quality and delivery of content and make distance learning easier. E-learning has become an important component of education because of...
Published by: IGI Global Scientific Publishing
Autonomous Transaction Model for E-Commerce Management Using Blockchain Technology
Godwin Tunze, Poongodi Manoharan, Mounir Hamdi, Sekar S., Annamalai Solayappan, Srimathi J., S. Raja, Durga S.
Jan 01, 2022
A blockchain is an advanced technology that can power over a decentralized network. The authors bring it up to design the autonomous transaction system for e-commerce applications; because of the dramatic increase in IoT...
Published by: IGI Global Scientific Publishing
Social Network User Profiling With Multilayer Semantic Modeling Using Ego Network
Jayapandian N., Godwin Tunze, Mounir Hamdi, Tamil Selvi P., Kishore Balasubramaniam, Vidhya S., Ramya K., Poongodi M.
Jan 01, 2022
Social and information networks undermine the real relationship between the individuals (ego) and the friends (alters) they are connected with on social media. The structure of individual network is highlighted by the ego...
Published by: IGI Global Scientific Publishing
Extracting Entity Synonymous Relations via Context-Aware Permutation Invariance
Discovering entity synonymous relations is an important work for many entity-based applications. Existing entity synonymous relation extraction approaches are mainly based on lexical patterns or distributional corpus-level...
Published by: IGI Global Scientific Publishing
The Rating of Basketball Players' Competitive Performance Based on RBF-EVA Method
Basketball, as an offensive and defensive game centered around high altitude, has become an international mass competitive sport. Traditional methods cannot comprehensively evaluate the future potential of players, nor can they...
Published by: IGI Global Scientific Publishing
Matching Prediction of Teacher Demand and Training Based on SARIMA Model Based on Neural Network
Jianliu Zhu
Jan 01, 2023
This study introduces the ‘SARIMA Improved Model + Pearson Correlation Coefficient' approach to predict the demand for big data jobs in Jiangsu Province schools from January 2016 to December 2019. It also explores the matching...
Published by: IGI Global Scientific Publishing
Application of Long-Term Poverty Alleviation Mechanism in Chengde From the Perspective of Big Data Based on Computational Neural Model Fuzzy Algorithm
In order to consolidate the poverty alleviation achievements of impoverished counties, villages, and households, it is necessary to establish and improve stable poverty alleviation mechanisms. This article takes the Chengde...
Published by: IGI Global Scientific Publishing
Echo State Network-Based Content Prediction for Mobile Edge Caching Networks
With the rapid development of internet communication and the wide application of intelligent terminal, moving the cache to the edge of the network is an effective solution to shorten the delay of users accessing content....
Published by: IGI Global Scientific Publishing
SCNTA
Romil Rawat, Vinod Mahor, Bhagwati Garg, Shrikant Telang, Kiran Pachlasiya, Mukesh Chouhan, Surendra Shukla, Rina Mishra
Jan 01, 2022
Real-time network inspection applications face a threat of vulnerability as high-speed networks continue to expand. For companies and ISPs, real-time traffic classification is an issue. The classifier monitor is made up of three...
Published by: IGI Global Scientific Publishing
A Secure Data Transfer Approach With an Efficient Key Management Over Cloud
The growth in the number of cloud users who transfer their health data have enhanced the importance of cloud technology's services and capabilities. However, transferring patient health data to the cloud leaves researchers with...
Published by: IGI Global Scientific Publishing
Winning the War on Terror
From the perspective of counter-terrorism strategies, terrorist risk assessment has become an important approach for counter-terrorism early warning research. Combining with the characteristics of known terrorists, a...
Published by: IGI Global Scientific Publishing
A New Internet of Things (IoT) Framework for Public Sectors
Sara Alotaibi
Jan 01, 2022
Due to tremendous technological improvements, over the past several years the world has witnessed, and continues to witness, digitalization, which has received a wealth of attention. Technology and connectivity have made it...
Published by: IGI Global Scientific Publishing
Autocorrelation Regression Model Analysis and Selection of Cross-Border RMB Settlement From 2011 to 2020
With China's continuous opening to the outside world, changes in the international environment and the operation of the cross-border RMB settlement system (CIPS), the scale of cross-border RMB settlement has fluctuated...
Published by: IGI Global Scientific Publishing
A Semantic and Smart Framework for Handling Multilingual Linguistic Knowledge
The authors propose a semantic and smart assistance framework for handling linguistic knowledge, called LingFramework. It targets both expert and novice users. It aims to assist the user in understanding the different aspects of...
Published by: IGI Global Scientific Publishing
The Economic Development Model and Strategy Selection of the Internet of Things Based on Big Data
The internet of things (IoT) has become a key support object for Chinese strategic emerging industries. It is of great practical significance to promote the construction of the internet of things. Driven by national policies...
Published by: IGI Global Scientific Publishing
Research on System Risks of “Internet + Supply Chain Finance” Based on SNA, Dynamic Evolutionary Game, and Bayesian Learning Principle Simulation
Under the background of "Internet +", the supply chain financial model and process have undergone profound changes. Firstly, through the social network analysis, the correlation between the participants in the Internet + supply...
Published by: IGI Global Scientific Publishing
An Attendance System Using the Face Extraction and Recognition Technique Using PCA Algorithm
Face detection is the most critical and first step in the attendance management system. The human face is non-rigid and has many differences in visual situations, scale, clarity, poses, and rotation. The precise and reliable...
Published by: IGI Global Scientific Publishing
Time Effective Cloud Resource Scheduling Method for Data-Intensive Smart Systems
The cloud computing platforms are being deployed nowadays for resource scheduling of real time data intensive applications. Cloud computing still deals with the challenge of time oriented effective scheduling for resource...
Published by: IGI Global Scientific Publishing
MHDNNL
Task optimization scheduling is one of the key concerns of both cloud service providers (CSPs) and cloud users. The CSPs hope to reduce the energy consumption of executing tasks to save costs, while the users are more concerned...
Published by: IGI Global Scientific Publishing
On Cost-Aware Heterogeneous Cloudlet Deployment for Mobile Edge Computing
Edge computing undertakes downlink cloud services and uplink terminal computing tasks, data interaction latency and network transmission cost are thus significantly reduced. Although a lot of research has been conducted in...
Published by: IGI Global Scientific Publishing
Multi-Objective Optimization-Oriented Resource Allocation in the Fog Environment
Fog computing is a decentralized computer system where data, processing, storage, as well as applications are located anywhere between the cloud and data source. Fog computing takes the cloud closer to users, decreasing the...
Published by: IGI Global Scientific Publishing
Personalized Recommendation Method of E-Commerce Products Based on In-Depth User Interest Portraits
In dynamic e-commerce environments, researchers strive to understand users' interests and behaviors to enhance personalized product recommendations. Traditional collaborative filtering (CF) algorithms have encountered...
Published by: IGI Global Scientific Publishing
Sports Work Strategy of College Counselors Based on MySQL Database Big Data Analysis
In order to turn our attention to the real progress of the education world, this paper makes a concrete study on the efficiency optimization of MySQL database under big data. On the basis of discussing the significance of...
Published by: IGI Global Scientific Publishing
Application of Big Data in Entrepreneurship and Innovation Education for Higher Vocational Teaching
The traditional grid did not consider the dynamic characteristics of the big data of innovation and entrepreneurship education. The grid based quantitative evaluation model of analytical AI teaching information based on adaptive...
Published by: IGI Global Scientific Publishing
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