Artificial Intelligence with Python

Preface
Contents
Contributors
A-IDE: A Non-intrusive Cross-Platform Development Environment for AVR Programming in Assembly
	1 Introduction
	2 Preliminaries
	3 System Description
		3.1 The User Interface
		3.2 The Edition Component
		3.3 The Build and Upload Component
		3.4 System Requirements
	4 Comparison to Related Systems and Evaluation
	5 Conclusions
	References
Develop a Horizontal Virtual Frame by Adding Field of View Restrictions to Reduce VR Sickness
	1 Introduction
	2 Purpose of Research
		2.1 Reduce VR Sickness Caused by VR Content
		2.2 Realized by Video Processing Without Using Auxiliary Equipment
		2.3 Compare Virtual Frames and Verify the Effect of Horizontal Lines
		2.4 Prove that It Works for Various Contents
	3 VR Sickness
	4 Development of Virtual Horizontal Frame
		4.1 Creating a Coaster
		4.2 Virtual Horizontal Frame
		4.3 Omnidirectional Virtual Frame
		4.4 Horizontal Sensation Retention Frame with Limited Visual Field
	5 Experiment
		5.1 Experimental Method
		5.2 SSQ Measurement
	6 Conclusion
	References
Represent Score as the Measurement of User Influence on Twitter
	1 Introduction
	2 Related Work
	3 Proposed Method
		3.1 Overview
		3.2 Scraping
		3.3 Extract Represent Score
		3.4 Select the Period of Time to Be Used in the Represent Score Calculation
	4 Experiment
		4.1 Experiment Environment
		4.2 Monthly Represent Scores
		4.3 Yearly Represent Scores
		4.4 Most Retweeted Tweets Among the Collected Celebrity Tweets, Excluding Outliers
		4.5 Discussion
	5 Conclusion
	References
The Experience of Developing a FAT File System Module in the Rust Programming Language
	1 Introduction
	2 Rust for Linux: Introducing Rust to Linux
		2.1 The Rust Programming Language
		2.2 Rust for Linux
		2.3 Building the Linux Kernel with Rust Modules
		2.4 Developing Linux Kernel Modules in Rust
	3 Developing a FAT File System Module in Rust
		3.1 Motivation to Develop a File System Module
		3.2 Interaction and Interfaces with the Kernel
		3.3 Operations on the Kernel Data Structures
	4 Experiments
		4.1 Experiment Environment
		4.2 Measurement Results
	5 Related Work
	6 Summary
	References
Factors Influencing Consumers’ Online Grocery Shopping Under the New Normal
	1 Introduction
	2 Theoretical Background
		2.1 Online Grocery Retailing
		2.2 Theory of Consumer Channel Choice
		2.3 The Impact of COVID-19 on Consumers
		2.4 Research Questions
	3 Methods
		3.1 Data
		3.2 Variable Measurements
		3.3 Model
	4 Results
	5 Robustness Checks
	6 Discussion
	7 Future Research
	References
Skeletal Muscle Segmentation at the Third Lumbar Vertebral Level in Radiotherapy CT Images
	1 Introduction
	2 Materials and Methods
		2.1 Patients
		2.2 CT Image Acquisition
		2.3 Ground Truth
		2.4 Skeletal Muscle Segmentation
		2.5 Evaluation Metrics
	3 Results
	4 Discussion
	5 Conclusion
	References
Speed-Up Single Shot Detector on GPU with CUDA
	1 Introduction
		1.1 Context
		1.2 Motivation
		1.3 Our Contribution
	2 Related Work
		2.1 Object Detection
		2.2 CUDA
		2.3 Single Shot Multibox Detector
		2.4 Non-maximum Suppression
		2.5 Faster R-CNN with GPU
	3 Our Implementation and Optimization
		3.1 Some Problems of Current Research
		3.2 Pre-Processing and Proposal Layer
		3.3 Post Processing
	4 Result
		4.1 Accuracy
		4.2 Speed
	5 Conclusions
	References
An Empirical Study on the Economic Factors Affecting on the Export of Defense Industry Using Hofstede’s Culture Dimension Theory
	1 Introduction
	2 Theoretical Background
		2.1 Definition of Defense Industry
		2.2 Features of Defense Industry
		2.3 Features of Defense Industry Export
		2.4 Definition of Hofstede Insights
	3 Study Direction and Results
		3.1 Research Model
		3.2 Selection of Variables
	4 Empirical Analysis
		4.1 Effects of Economic Factors in Defense Industry on Defense Export
		4.2 Analysis of the Moderate Effect of Hofstede Cultural Index
		4.3 Case Study of Moderator Variables Through Hypothesis Test Results
	5 Conclusion and Future Research
	References
A Study on the Application of Blockchain Technology in Non-governmental Organizations
	1 Introduction
	2 Theoretical Background
		2.1 The Definition of Blockchain
		2.2 A Study on Technology Acceptance Theory—The Unified Theory of Acceptance and Use of Technology (UTAUT)
	3 Research Method
		3.1 Research Hypothesis
		3.2 Operational Definition of Variables
		3.3 UTAUT Independent, Dependent Variables
	4 Empirical Data Analysis
		4.1 Data Collection
		4.2 Reflective Measurement Model Fit
		4.3 Structural Model Evaluation and Hypothesis Verification
	5 Conclusions
	References
Confidential Documents Sharing Model Based on Blockchain Environment
	1 Introduction
	2 Related Work
		2.1 Enterprise Environment for Confidential Information Process
		2.2 Security Threats About Confidential Document Sharing
		2.3 Blockchain Platform
	3 Confidential Document Sharing Model Based on Blockchain Platform
		3.1 Security Environment Analysis and Requirements
		3.2 Confidential Document Sharing Model Based on Blockchain Platform
	4 Implement
		4.1 Verification Environment and Items
		4.2 Verification Process
	5 Conclusion
	References
Distance Based Clustering in Wireless Sensor Network
	1 Introduction
	2 Related Review
		2.1 Radio Channel Model
	3 Cluster Formation
		3.1 Distance Based Cluster Algorithm
		3.2 Node-to-Node Cohesion
		3.3 Clustering
		3.4 Cluster Uniformation
		3.5 Cluster Head Election—Scheme of Finding Center of Gravity Node
		3.6 Energy Consumption Modeling of CH Node
		3.7 Cluster Uniformity
	4 Simulation Results
	5 Conclusion
	References
Study on OSINT-Based Security Control Monitoring Utilization Plan
	1 Introduction
	2 OSINT Definitions and Concepts
		2.1 Definition of OSINT
		2.2 Concept of OSINT
		2.3 Features of OSINT
		2.4 Application Field
	3 OSINT Processes and Tools
		3.1 OSINT Process
		3.2 OSINT Tools
	4 OSINT Security Monitoring Utilization Plan
		4.1 Collecting and Taking Action on Internal Asset Information
		4.2 Gather and Prevent Published Threat Information
		4.3 Inspection of Exposure of Important Information
	5 Conclusions
	References
A Study on the Strategy of SWOT Extraction in the Metavers Platform Review Data: Using NLP Techniques
	1 Introduction
	2 Theoretical Background
		2.1 Metaverse
		2.2 SWOT Analysis with Secondary Data
	3 Research Method
		3.1 Research Model
		3.2 Research Method
	4 Results
		4.1 SWOT: S, W (ZEPETO Positive and Negative Data)
	5 Conclusions
	References
Does Facial Expression Accurately Reveal True Emotion? Evidence from EEG Signal
	1 Introduction
	2 Theoretical Background
		2.1 Emotions as Discrete Categories: Basic Emotion Theory, Emotional Facial Expression, and Relevant Debates
		2.2 Emotion as Dimensional Model: The Valence—Arousal Circumplex Model
		2.3 Emotion Measurement Using Frontal EEG Asymmetry
	3 Methods
		3.1 Participant and Experimental Procedure
		3.2 Data Recording and Preprocessing
		3.3 Data Analysis
	4 Results
	5 Discussion and Conclusion
	References
NSGA-II-AMO: A Faster Genetic Algorithm for QWSCP
	1 Introduction
	2 Related Work
	3 Problem Formulation
	4 Our Solution
	5 Algorithm Implementation and Results
		5.1 Dataset
		5.2 Evaluation Indicators
		5.3 Data Pre-process
		5.4 Selection of the Initial Population Size upper NN
		5.5 Selection of AMO
		5.6 Comparison with Other Algorithms
	6 Conclusion
	References
Author Index