Contents
Impact of Smart Cities on Resource Conservation Based on Big Data Analysis
1 Introduction
2 The Connotation of the Big Data Period and Smart Urbanization Requirements
2.1 The Connotation of the Big Data Period
2.2 Smart Urbanization Requirements Based on Big Data Analysis
3 The Impact of Big Data Analysis on Resource Saving in Smart City Construction
3.1 Impact of Government Resources
3.2 Impact of Educational Resources
3.3 Impact of Logistics Resources
3.4 Impact of Medical Resources
3.5 Impact of Traffic Resources
4 Summary
References
Water Level Measurement Device
1 Introduction
2 System Struct
3 Main Working Principles and Techniques
3.1 Basic Principle of Capacitance Sensing
3.2 Working Principle of Water Level Detection
4 Software Flow Chart and Main Technologies
4.1 Software Flow Chart
4.2 Software Filtering Algorithm
5 Test
6 Conclusion
References
Optimization of Urban Transportation Network Path
1 Introduction
2 Multi-source Traffic Information
3 Overview of Real-Time Traffic Information
4 Optimization of Urban Transportation Network Path Problem
4.1 Multi-objective Factors to Be Considered in Optimal Path Planning
4.2 Network Shortest Path Problem Optimization
5 Conclusion
References
Identification and Early Warning of College Students’ Psychological Crisis Based on Big Data
1 Introduction
1.1 The Importance of Using Big Data Technology to Identify and Warn College Students’ Psychological Crisis
1.2 Analysis on the Current Situation of Identification, Early Warning and Suicide Prevention of College Students’ Psychological Crisis
2 Construct the Emergency Management Mechanism of College Students’ Psychological Crisis Under the Background of Big Data
2.1 Construct a Six-Tier System for Emergency Management of Psychological Crisis in Schools
2.2 Construct a Psychological Crisis Treatment System
2.3 Construct a Psychological Crisis Relief System
3 Summary
References
Application of VR Technology in Intangible Cultural Heritage Protection
1 Introduction
2 The Concept and Application of VR Technology in the Protection of Intangible Cultural Heritage
2.1 Environmental Modeling Technology
2.2 Stereo Synthesis and Stereo Display Technology
2.3 Human-Computer Interaction Techniques
2.4 System Integration Technique
3 Case Study: Application of VR Technology in the Protection of Intangible Culture Heritage
3.1 The Significance of the Application of VR Technology in the Protection of Intangible Culture Heritage in Jiangxi Province
3.2 Application of VR Technology in the Protection of Nuo Culture in Jiangxi Province
4 Summary
References
Construction of Ultimate Video Experience and Application Innovation System Based on 5G and 8K
1 Introduction
2 5G and 8K
2.1 5G
2.2 8K
3 5G+8K, They Were Born to Create the Ultimate Video Experience
4 5G+8K: From Quantitative Change to Qualitative Change
4.1 Production of Plane 8K Video Content
4.2 Video Content Production for VR 8K
4.3 OTT/IPTV Content Service
4.4 AI Content Service
5 Peroration
References
Cost of Kidney Transplantation on the Base of Data Mining Technology
1 Introduction
2 The Current Status and Existing Problems
3 Statistical Description
4 Construction of Data Mining System
4.1 To Standardize Electronic Data
4.2 To Establish Files of Transplant Patients
4.3 Mining Approach Combined with Fuzzy Association Rules
5 Conclusion
References
Public Service of Retired Personnel in Colleges and Universities in the Internet Era
1 Introduction
2 The Present Situation and Problems of Public Service for Retired Personnel in Colleges and Universities
2.1 Retired Personnel in Colleges and Universities Need Superior Service
2.2 Retired Personnel Need Pluralistic Cultural Life
3 Suggestions on Improving the Public Service for Retired Personnel of Colleges and Universities in the Internet Era
3.1 To Set Up Network Communication Platform Based on the Internet
3.2 To Implement the Political Life Treatment of Veteran Cadres
3.3 To Promote the Construction of Cultural Old-Age Service in Order to Meet Their Needs of Pluralistic Spirit and Culture
4 Summary
References
Application Research of Accounting Archives Informatization Based on Big Data
1 Introduction
2 Brief Introduction of Accounting Archives Informatization Based on Big Data
2.1 Definition of Big Data
2.2 The Application Significance of Big Data Era in Accounting Archives Informatization
2.3 The Status Quo of Accounting File Management Informationization
3 Insufficient in the Accounting Informationization
3.1 Accounting File Information Management Is Relatively Lagging Behind
3.2 Accounting Macro Management Work Neglects Electronic Accounting File Management
3.3 Accounting File Information Management Software and Hardware Facilities and Lack of Development and Utilization
4 Measures to Strengthen the Accounting Information Management Information
4.1 Enhance the Importance of Leaders
4.2 Enhance the Importance of Accounting Staff
4.3 Cultivate Compound Talents to Ensure Safety
5 Conclusion
References
Construction of Vocational Education Information Platform Under the Background of Big Data
1 Introduction
2 Vocational Education Informatization Platform Under the Background of Big Data
2.1 Development of Internet Technology in Big Data Era
2.2 The Connotation of Vocational Education Informatization Platform Under the Background of Big Data
2.3 Necessity of Vocational Education Informatization Platform
3 Analysis of the Current Situation of the Development of Vocational Education Informatization in China
3.1 Progress in the Development and Application of Digital Teaching Resources
3.2 Continuous Promotion of Digital Resources and Management Platform Construction
3.3 Teachers’ Information Application Level Continuously Improves
4 Accelerating the Construction of Vocational Education Informatization Platform
4.1 Evaluation and Acceptance of Information Platform Construction
4.2 Operation Mode of Vocational Education Informatization Platform
4.3 Establishment of Information Platform Guarantee Mechanism
4.4 Promoting the Basic Ability of Vocational Education Informatization
5 Summary
References
Language Conversion and Cultural Communication in Nobrock’s Translation—Taking Xunzi’s Persuasion of Learning as an Example
1 Introduction
2 Differences in the Connotation of Character Images
3 Semantic Differences in Word-Splitting Translation
4 Differences in the Understanding of Word Meanings
5 Cultural Differences in Amplification in Translation
6 Conclusion
References
Design and Manufacture of Moxibustion Bed Control System
1 Introduction
2 The Overall Framework of the Control System
3 Hardware Circuit Design
4 Software Design
4.1 Software Design of Client Computer
4.2 Software Design of Host Computer
5 Conclusions
References
Development of a New Computer-Aided Algorithm for Three-Layered Seale Wire Strand Geometric Design
1 Introduction
2 Design Process of Geometry Structure
3 Numerical Example
4 Conclusion
References
Designing of Postgraduate Medical English Class in Smart Learning Environment
1 Research Background of Smart Education
2 Postgraduate English Teaching
3 Research Significance
4 Designing of Postgraduate Medical English Class in Smart Education Environment
5 Summary
References
An Improvement Method of Power Energy Utilization Rate Based on DEA Model
1 Introduction
2 DEA Model
2.1 The Optimal Decision-Making Unit Selection Method with Constant Scale of Returns
2.2 The Optimal Decision-Making Unit Selection Method of Mixed Integer Linear Programming Based on Input-Oriented BCC Model
2.3 The Optimal Decision-Making Unit Selection Method of Mixed Integer Linear Programming Based on Output-Oriented BCC Mode
3 Power Energy Utilization Rate
4 Conclusion
References
“Blended Learning” in Construction Cost Network Course
1 Introduction
2 Learner Analysis
2.1 Characteristic
2.2 Motivation
3 Design of Network Course
3.1 Blended Learning Model
3.2 Course Organization
4 Effect Analysis
5 Conclusion
References
Data Mining of Privacy Preserving Based on Secret Sharing Technology
1 Introduction
2 Secret Sharing Threshold Scheme
3 Privacy-Preserving Distributed Association Rule Data Mining Based on Secret Sharing Technology
3.1 Definition of Problem
3.2 Privacy-Preserving Vertical Distributed Association Rules Data Mining Algorithms
3.3 Item Set Counting C.Countprivacy-Preserving Algorithms
3.4 Item Set Counting C.Count Privacy-Preserving Algorithms Analysis
4 Conclusion
References
Application Status and Development Prospect of Artificial Intelligence in Clinical Medicine
1 Introduction
2 Artificial Intelligence Introduction
3 The Application Status of Artificial Intelligence in Clinical Medicine
3.1 Artificial Intelligence and Medical Imaging
3.2 Artificial Intelligence and Drug Development
3.3 Artificial Intelligence and Medical Robots
4 The Development Prospect of Artificial Intelligence in the Field of Clinical Medicine
5 Conclusion
References
Core Index System of Provincial Power Grid Company’s Economic Activity Analysis
1 Introduction
2 Gray Relational Analysis
2.1 Theoretical Basis
2.2 Calculation Process
3 Factor Analysis
3.1 Theoretical Basis
3.2 Calculation Process
4 Determination of Initial Indicators
5 Core Indicator Selection
5.1 Gray Relational Analysis Index Selection
5.2 Factor Analysis Indicator Selection
5.3 Core Indicator System Construction
6 Core Indicator Selection
References
Application Research of Smart Education in Flipped Classroom of College English
1 Introduction of Smart Education
2 Introduction of Flipped Classroom
3 Application of Flipped Classroom in Smart Education of College English
4 Inadequacies of Flipped Classroom Application and Relevant Causes
5 Research Suggestions for the Teaching Mode of Flipped Classroom
6 Conclusion
References
Multi-objective Enterprise Partner Selection Model with Different Relative Superiority Parameters Based on Particle Swarm Optimization
1 Introduction
2 Partner Selection Model
3 Multi-objective Optimization
4 Particle Swarm Optimization
5 Numerical Example
6 Conclusion
References
Vehicle Path Optimization with Time Window Based on Improved Ant Colony Algorithm
1 Introduction
2 Dynamic Adaptive Ant Colony Algorithm
2.1 Ant Colony Algorithm
2.2 Ant Colony System Model
2.3 Optimal Selection of Ant Colony Algorithm Parameters
2.4 Ant Colony Improvement Algorithm Based on Dynamic Adaptive Adjustment of Pheromone
3 Vehicle Path Problem with Time Window
3.1 VRPTW Model
3.2 Ant Colony Algorithm for Solving VRPTW
4 Simulation
4.1 Analysis of Results
5 Conclusion
References
Cultivation of Innovative Talents in Higher Education Based on Big Data
1 Introduction
2 Raising of the Issue
3 The Advantages of Cultivating Innovative Talents in Higher Education Under the Background of Data
4 Training Paths for Innovative Talents in Higher Education Under the Background of Data
5 Summary
References
Reform of Ideological and Political Teaching in Colleges and Universities Under the Background of Big Data
1 Introduction
2 The “Micro-Era” Environment Provides a Favorable Opportunity for the Development of IaPE
2.1 It Adapts to the Characteristics of the Times and the Development Direction of Modern IaPE
2.2 It Helps Expand and Innovate the New Teaching Mode of Ideological and Political Course
3 Problems Existing in the Teaching Mode Reform of IaPE Under “Micro-Era”
3.1 Lack of Professional Teachers
3.2 Insufficient Emphasis on the Teaching Mode Reform
3.3 Imperfect Reform System
4 Strategies for the Teaching Mode Reform of Ideological and Political Course Under the Background of “Micro-Era”
4.1 To Introduce Professional Teachers of Ideological and Political Course
4.2 To Strengthen the Emphasis on the Teaching Mode Reform of Ideological and Political Course
4.3 To Improve the Reform System of the Ideological and Political Teaching Mode Under the Background of “Micro-Era”
5 Summary
References
Influence Factors of Consumer Satisfaction Based on SEM
1 Introduction
2 Evaluation Model
3 Evaluation Result
4 Conclusion
References
Overview of Underground Space Utilization and Standardization Suggestions
1 Introduction
2 The Classification of Underground Space
3 The Value of Underground Space Exploitation
4 Domestic Underground Space Utilization Practice
4.1 The Case of Zhejiang Province
4.2 The Case of Xiongan New Area
5 The Overview Abroad
6 Laws, Regulations and Standards Related to Domestic and Foreign Underground Space
6.1 Laws and Regulations
6.2 Standards
7 Recommendations for Standardization of Underground Space Exploitation
References
Application of Decision-Making Management and Information Management System Based on Big Data
1 Introduction
2 The Application of Decision-Making Management System
2.1 Big Data’s Influence on Decision-Making Management
2.2 The Framework of Enterprise Decision-Making Management System
3 Application of Information Management System
3.1 Information Subsystem of Government Governance Under Big Data
3.2 Disaster Information Management Under Big Data
4 Summary
References
Aluminum Foil Surface Defect Recognition Method Based on CNN
1 Introduction
2 RPCA for Aluminum Foil Image Defect Detection
3 RPCA-Based Extraction of Defect Areas on Aluminum Foil Surface
4 Surface Defect Recognition Experiment of Aluminum Foil Based on CNN
5 Conclusion
References
How to Build Hadoop in the Field of Transportation by Cloud Computing
1 Introduction
2 Analysis of Traffic Big Data and Cloud Computing Technology
2.1 Traffic Big Data
2.2 Cloud Computing Technology
3 The Advantages of Big Data and Cloud Computing
3.1 Improve Traffic Safety
3.2 Improve the Efficiency of Information Combination
3.3 Quickly Configure Transportation Resources
3.4 Providing Environmental Monitoring Methods
4 Construction of Hadoop in the Field of Transportation by Cloud Computing
4.1 Traffic Big Data Platform Architecture Design
4.2 Implementation of the Traffic Big Data Platform
5 Conclusion
References
Filtrate Estimating Factor of Wheat LAI Based on Hyperspectral Data Using Grey Relational Analysis
1 Introduction
2 Methodology
3 Results and Analysis
4 Conclusions
References
Financial Auditing Accounting Method Based on Computer Network
1 Introduction
2 The Basic Meaning of Financial Audit in Financial Supervision
3 Accounting Methods in Accounting Auditing
3.1 Check the Relationship and Check Method
3.2 Account Correspondence and Account Analysis
3.3 Process Analysis
4 Accounting Methods in Information Age
4.1 Fair Value Measurement
4.2 Moving Weighted Average Method
5 Measures to Improve Accounting Level
5.1 To Ensure the Independent Accounting Work
5.2 To Improve the Supervision Level of Accounting Work
6 Conclusion
References
Wireless Temperature Control System of Big Grain Depot
1 Introduction
2 Design of the Monitoring System
3 The Overall Design of the Extension Project
3.1 Temperature Data Acquisition
3.2 Wireless Data Communication
4 Master Design
4.1 Overall Design
4.2 Centralized Display and Processing of Data
5 Conclusion
References
Springback Modification for Biaxial Bending Plate and Its Validation in Multi-point Forming
1 Introduction
1.1 Precision Forming by Springback Modification Method
1.2 Some Research on Springback Modification and Precision Controlling
1.3 Establishing Springback Modification Algorithm for Biaxial Bending Plate
2 Springback Compensation and Modification Algorithm
2.1 Algorithm for Curvature Before Springback
2.2 Modification Algorithm for the Construction of Biaxial Bending Surface
3 Simulation, Experiment Validation and Error Analysis
3.1 Finite Element Analysis Model
3.2 Simulation Results
3.3 Experimental Results and Analysis of Springback
4 Conclusion
References
E-crime Management System for Future Smart City
1 Introduction
2 Architecture
2.1 Citizen of Smart City
2.2 Internet
2.3 Server
2.4 Police Station
3 Implementation
4 Conclusion
References
System Dynamics-Based Simulation of E-commerce Industry of Ethnic Regions in China
1 Introduction
2 Research Status
3 The System Dynamics Model of E-commerce Industry
3.1 Systematic Framework of the E-commerce Industry
3.2 Causality Analysis of Subsystems
3.3 Variable Determination and Model Construction
3.4 Model Validity Test
4 Model Simulation Results and Policy Analysis
5 Conclusions
References
Vehicle Safety Reminder System Based on Single Chip Microcomputer
1 Introduction
2 System Hardware Design
2.1 Speed Measuring Module Unit
2.2 MCU Information Processing Unit
2.3 Safety Reminder Unit
2.4 Bluetooth Module Design and Implementation
3 System Principle and Implementation
3.1 System Working Principle
3.2 APP Design and Implementation
4 Conclusion
References
Regional Cooperative Strategy of Social Public Service Under the Background of Cloud Computing and Big Data Environment
1 Introduction
2 Research on the Regional Cooperative Strategic Environment of Social Public Service Led by Cloud Computing and Big Data
3 Regional Cooperative Strategy Framework of Social and Public Services Under the Background of Cloud Computing and Big Data
4 Realization Path of Rational Cooperative Strategy of Social Public Service Under the Background of Cloud Computing and Big Data
5 Summary
References
Online Reputation Evaluation for Consumer Products Based on Analytic Hierarchy Process (AHP)
1 Introduction
2 Constructing an Online Reputation Evaluation Model for Consumer Products
2.1 The Basic Principles of the Construction of the Online Reputation Evaluation System for Consumer Products
2.2 Online Reputation Evaluation Indicator System for Consumer Products
2.3 Weight of Evaluation Indicators
2.4 Calculation Method of Online Reputation Evaluation of Consumer Products
3 Application Cases
4 Summary
References
Discussion on the Influence of Ambient Temperature Based on Big Data Technology on the Development of Asphalt Pavement
1 Introduction
2 Big Data Technology and Its Advantages
3 Formation Mechanism of Rut on Asphalt Pavement
4 Effect of Ambient Temperature on Rutting Development of Asphalt Pavement
5 Conclusion
References
Analysis on the Criminal Subject of Artificial Intelligence
1 Proposal of the Criminal Subject of Artificial Intelligence
2 Analysis of Artificial Narrow Intelligence Criminal Subject
3 Analysis of Artificial General Intelligence Criminal Subject
3.1 AGI Is Inadequate to Be Criminal Subject
3.2 AGI Is Adequate to Be Criminal Subject
4 My Views on the Subject of Artificial Intelligence Crime
5 Concluding Remarks
References
U.S. Air Force Target Knowledge Graph Construction Based on Multi-source Intelligence Analysis
1 Introduction
2 Knowledge Graph Construction Technology
3 Construction of Knowledge Graph of U.S. Army Target Based on Multi-source Intelligence
3.1 Knowledge Extraction
3.2 Knowledge Modeling and Representation
3.3 Knowledge Storage
3.4 Knowledge Query
4 Experimental Design and Result Analysis
4.1 Data Preparation
4.2 Constructing Target Knowledge Graph of U.S. Army
4.3 Knowledge Query Based on Constructed Knowledge Graph
4.4 Application Performance Assessment
5 Conclusion
References
Design of Virtual Experiment Platform Based on MATLAB Simulation Technology
1 Introduction
2 Application of MATLAB Simulation Technology in Experimental Teaching
3 Perfect Combination of MATLAB Simulation Technology and Virtual Reality Technology
4 Simulate the Experimental Environment with MATLAB /Simulink Simulation Software
References
Traditional Culture Teaching in Chinese Education Under Internet Thinking
1 Introduction
2 Research on the Teaching Theory of Traditional Culture
2.1 Importance of Traditional Culture Teaching
2.2 The Meaning of Cultural Factors
2.3 The Relationship Between Language and Culture in Chinese Education
3 Problems in the Teaching of Developing Chinese Traditional Culture
3.1 The Simplification of Teaching Methods in Teaching
3.2 Cultural Factors and Language Teaching Cannot Achieve Unity
3.3 Some Teachers’ Cultural Factors Are Insufficiently Understood
4 Coping Strategies in Traditional Culture Teaching
4.1 Reasonable Selection of Content in Traditional Culture Teaching
4.2 Combining Practice with Theory in Traditional Culture Teaching
4.3 Teachers Should Constantly Improve Their Self-quality in Traditional Culture Teaching
5 Conclusion
References
College Students’ Entrepreneurship Psychology Education System and Practice Based on Computer Network
1 Introduction
2 Computer Network and Background
3 Problems in the Psychological Education of Computer Network College Students’ Entrepreneurship
3.1 It Is Difficult to Screen Effective Information of Entrepreneurship
3.2 The Implementation Goals and Tasks of Entrepreneurial Psychology Education Are Not Clear
3.3 Less Publicity and Attention in Entrepreneurial Psychology Education
4 The Significance of Computer Network in College Students’ Psychological Guidance Education for Entrepreneurship
4.1 Enriched the Mode of Psychological Guidance for College Students’ Entrepreneurship
4.2 Increased Opportunities for College Students to Receive Guidance on Entrepreneurship
4.3 Stimulate the Enthusiasm of College Students’ Entrepreneurship Psychology
5 Strategic Thinking on College Students’ Entrepreneurship Psychology Education Under the Background of Computer Network
5.1 Building a Diversified Entrepreneurship Education Practice Platform
5.2 Actively Shaping the Entrepreneurial Personality of College Students
5.3 Strengthen the Learning of Relevant Entrepreneurial Psychological Knowledge and Broaden the Knowledge
6 Conclusion
References
Development Status and Trend of Internet of Vehicles Communication Technology
1 Introduction
2 Development Status of Internet of Vehicles Communication Technology
2.1 Vehicle Network Communication Type
2.2 Open and Intelligent Vehicle Terminal System Platform
2.3 Server-Side Computing and Service Integration Technologies
2.4 Internet Technology
3 Key Technologies and Development Trends of the Internet of Vehicles
3.1 Sensor Technology and Information Integration
3.2 Intelligent Vehicle Terminal Platform
3.3 Server-Side Computing and Service Integration Technologies
3.4 Development and Application of Communication Technology
3.5 Voice Recognition Technology
4 Conclusion
References
Temperature Controller Based on USB Interface
1 Introduction
2 System Functions
3 System Development Platform
4 Overall Diagram of the System
5 System Hardware Design
6 System Software Design
6.1 Software Design of the Lower Computer
6.2 Software Design for Host Computer
7 Description of the System Operation
References
Construction of Compound DDOS Network Security System Based on PKI and CA Authentication
1 Introduction
2 Research on DDoS Attack Detection and Defense Model in Network Security
3 Combination of Signature Scheme and Digital Certificate Based on Public Key Infrastructure
4 Construction of Compound DDOS Network Security System Based on PKI and CA Authentication
5 Conclusion
References
Agricultural Sprayer Based on Drip Performance Monitoring System Design and Analysis
1 Introduction
1.1 Working Principle of Agricultural Sprayer
1.2 Effect of Drip Performance on Pesticide Control
1.3 Factors Affecting the Performance of Drip
1.4 Monitoring Factor Analysis
2 Agricultural Sprayer Monitoring System Design
2.1 The Overall Design of the System
2.2 Variable Control Design
2.3 System Control Adjustment Process
2.4 System Parameter Setting
3 System Hardware Design Summary
3.1 Hardware Design of PID Controller
3.2 Particle Size Detection Device—Laser Particle Size Sensor
3.3 Temperature and Humidity Detection Device—Temperature and Humidity Sensor
4 Analysis of Agricultural Sprayer Monitoring System
4.1 Environmental Adaptability of the Monitoring System
4.2 Stability and Reliability of the Monitoring System
4.3 Shortcomings and Deficiencies of the Monitoring System
References
Building Extraction Method in Remote Sensing Image
1 Introduction
2 Method
2.1 Choice and Analysis of Color Space
2.2 Retinex Shadow Removal Algorithm Based on HSV Color Space
3 Experimental Results and Analysis
4 Conclusion
References
Similarity Measures Between Type-2 Fuzzy Sets
1 Introduction
2 Research History and Status
3 Several Typical Definitions
3.1 Similarity Measures Between Interval Type-2 Fuzzy Sets
3.2 Similarity Measures Between Ordinary Type-2 Fuzzy Sets
4 Applications
4.1 Application Cases
4.2 Example and Verification
5 Conclusions
References
Development Strategy of E-Commerce Network Marketing Based on New Media Marketing Mode
1 Introduction
2 Strategic Change Mode of Network Marketing in the Environment of New Media Marketing
3 Promotion of Channels and Strategies in the New Media Marketing Environment
4 Research on Development Strategy of E-Commerce Network Marketing Based on New Media Marketing Mode
5 Conclusion
References
Reconstruction of Path of Mental Health Education of College Students Under the Background of “Internet+”
1 Introduction
2 Major Characteristics of “Internet+”
3 Problems Existed in Traditional Mental Health Education of College Students
3.1 Incomplete Working System of Mental Health Education [4]
3.2 The Bias Existed in the Goals of Mental Health Education
3.3 The Simple Form of Mental Health Education and the Narrow Implementation Paths [5]
3.4 Unreasonable Setting of Mental Health Education Course [6]
3.5 Deficiencies Existed in the Construction of Teacher Team of Mental Health Education
4 The Reconstruction of College Students’ Mental Health Education Path Under the Background of “Internet +”
4.1 Improve the Working Mechanism of Psychological Health Education for College Students
4.2 Build the Network Resource Platform and Construct the New Mode of Mental Health Education of College Students Under the Background of “Internet+”
4.3 Strengthening the Construction of Teachers’ Team for Mental Health Education Under The Background of “Internet+” [10]
4.4 Improving Students’ Ability of Distinguishing the Illegal and Harmful Information in the Network Under The Background of “Internet+”
References
Implementation Plan on the Implementation Plan of the Linear Algebra Gold Course in Independent Colleges
1 Introduction
2 The Following Shortcomings Are Common in Linear Algebra Teaching in Independent Institutions
2.1 The Teaching Concept Is Outdated, the Student’s Subjective Consciousness Has Not Been Fully Exerted
2.2 The Classroom Atmosphere Is Not Strong
2.3 The Teaching Model Needs Further Improvement
2.4 Less Teaching Time
3 Wuhan Donghu University Has Carried Out Teaching Reforms in the Following Directions
4 Through the Hard Work of All the Teachers of the Linear Algebra Course Group of Wuhan Donghu University, This Kind of Professional Learning-Oriented Mixed Learning Based on the Online Education Platform Has Achieved Gratifying Results in Our School
5 Summary
References
Search Strategy of Shipborne Satellite Communication Servo with Changing Heading
1 Introduction
2 Deck Angle Calculation of Ship-Borne Satellite Station
3 Search Strategy of Satellite Communications with Changing Heading
4 System Testing and Analysis
5 Conclusion
References
Hybrid Teaching of College English Under the Background of Big Data
1 Introduction
2 The Concept of Big Data and the Meaning of Hybrid Teaching
2.1 Big Data Concept
2.2 The Meaning of Hybrid Teaching
3 Framework of the Hybrid Teaching of College English Under the Background of Big Data
4 Roads to College English Hybrid Teaching Cased on Big Data
4.1 Innovation of Teaching Idea
4.2 Innovation of Teaching Resources
4.3 Innovation of Teaching Evaluation
5 Summary
References
Fuzzy RBF Neural Network Control for Unmanned Surface Vehicle
1 Introduction
2 USV Plane Motion Model
3 Sliding Mode Control for USV
4 Intelligent Control Method for USV
4.1 Fuzzy RBF Neural Network
4.2 Approximation Algorithm of the Network
5 Simulation
5.1 Simulation Object
5.2 Condition Setting
5.3 Simulation Results and Analysis
6 Conclusion
References
Feasibility Study on Using Seawater in Ship Pressure Water Mist Fire Extinguishing System
1 Introduction
2 Application of Fine Water Mist Fire Extinguishing Technology
2.1 Water Mist Definition
2.2 Principle of Water Mist Fire Extinguishing
2.3 Requirements for Ship Water Mist Fire Extinguishing System
3 Analysis of Experimental Results of Feasibility of Seawater Fog Fire Extinguishing
3.1 Experimental Effect of Seawater Fog on the Feasibility of Fire Extinguishing
3.2 Experimental Effect of Seawater Fog on the Feasibility of Wire Fire Extinguishing
3.3 Experimental Effect of Seawater Fog on the Feasibility of Oil Pool Fire Extinguishing
4 Exploration and Analysis of Seawater Fog Fire Extinguishing Experiment Results
4.1 Feasibility Comparison of Seawater Fog Fire Extinguishing
4.2 Fire Extinguishing Mechanism of Ship Pressure Water Mist Fire Extinguishing System
4.3 Suggestions on the Optimization of Nozzles in Marine Pressure Water Mist Fire Extinguishing System
5 Conclusion
References
Application Sharing Mode of University Information Resources in (IOT) Internet of Things
1 Introduction
2 Relevant Technologies of Internet of Things and Information Resources Sharing in Colleges and Universities
2.1 Application of Internet of Things Technology
2.2 Characteristics of Information Resources Sharing Service in Colleges and Universities
2.3 University Information Resources Sharing Service Model Based on Internet of Things Technology
3 Specific Measures to Strengthen the Construction of Information Resources Sharing in Colleges and Universities Based on Internet of Things Technology
3.1 The Necessity of Strengthening the Information Resource Sharing Model of Colleges and Universities Based on Internet of Things
3.2 Constructing Informatization Infrastructure
3.3 Establish a Perfect Operation Mechanism by Adopting a Collaborative Service Model
4 Concluding Remarks
References
Information Reconstruction Strategy for a Ship Power Distribution System
1 Introduction
2 Implementation of Distribution Network Reconstruction Based on the CI Algorithm
3 Case Analysis of Ship Distribution Network Reconstruction
3.1 Reconstruction Instance 1—Bus1 Failure
4 Conclusion
References
Design and Experiment of a Flexible Array Tactile Sensor
1 Introduction
1.1 Robot Tactile Sensor
1.2 Working Principle
2 Sensor Design
2.1 Microstructure Design of Sensor Unit
2.2 The Array Design of Sensor
3 Experimental Results
References
Design of Street Lamp Management Information System
1 Introduction
2 System Overall Design
3 Hardware Circuit Design
3.1 Minimum System of STM32F103RD6
3.2 Power and Program Download
3.3 GPRS
3.4 ZigBee
3.5 Electrical Detection
3.6 Design of Light Detection
4 Software Design
5 Conclusion
References
Application of Big Data Technology to Ideological and Political Education in Institutions of Higher Learning
1 Introduction
2 Research Overview
3 Method and Content of Constructing Big Data Platform
4 Value and Function of Applying Big Data Technology
4.1 Big Data Technology Subverting the Research Paradigm of Ideological and Political Education in Institutions of Higher Learning and Realizing Quantitative Research
4.2 Big Data Technology Helping Obtain the Full Sample Data and Greatly Improving the Accuracy of the Research
4.3 Big Data Technology Equipping Ideological and Political Education with Predictive Function
4.4 Big Data Technology Providing Diversified Choices for Educational and Teaching Methods
5 Problems of Applying Big Data Technology
5.1 Shortage of Interdisciplinary Talents
5.2 The Imperfection of Data Sharing Platform Causing the Incompleteness of Data
5.3 Untrue Data
5.4 Not Advanced Technology of Data Analysis
5.5 Insufficient Data Security
6 Ways to Meet Challenges and Solve Problems
6.1 Cultivating Interdisciplinary Talents with Big Data Technology and Profound Educational Theory
6.2 Strengthening Top-Level Design, Coordinating and Integrating Resources, and Getting Through “Data Island”
6.3 Establishing a Data Analysis Model of Ideological and Political Education
6.4 Improving the Effectiveness of Big Data Analysis by Applying Feasible Data Processing Technology
6.5 Improve Laws and Rules, Formulating Strict Management System, and Regulating the Research and Use of Big Data in Ideological and Political Education
7 Conclusion
References
Based on Computer Software to Analysis the Influence of Geometry Parameters of Herringbone Plate Heat Exchanger Plate on Heat Exchange Performance
1 Introduction
2 Evaluation Factors
3 Model Design
3.1 Simulation Model Design
3.2 Creating a Runner Model
4 Computational Fluid Dynamics Simulation
4.1 Conditional Parameters
4.2 Iterative Solution
4.3 Numerical Simulation Results
5 Conclusion
References
Analysis of Working Characteristics of Buck Converter in Artificial Intelligence Background
1 Introduction
2 Characteristics of Buck Converter
3 Buck Converter Simulation and Result Analysis
4 Conclusion
References
Under the Background of Internet +, the Practical Research of Mobile Learning Model in Vocational Practice Teaching Guidance
1 Introduction of Mobile Learning Mode in the Context of Internet +
2 Analysis of the Current Situation of Post Practice in Higher Vocational Colleges
2.1 The Management Method of Post-training Practice Is Backward
2.2 Students’ Internship Assessment Is Not in Place
2.3 The Questions and Answers in the Internship Process Are Poorly Targeted
3 The Organization Form of on-the-Job Practice Teaching in Mobile Learning Mode
3.1 The Construction of Fragmented “Micro Course” Guides the Post Practice
3.2 “Rain Classroom” Guides the Post Practice
4 The Effect Achieved
4.1 Forms of Post Management
4.2 In Terms of Professional Construction and Resource Construction
5 Conclusion
References
Exploration and Practice of Collaborative Education Mode Based on Informatization
1 Introduction
2 Main Teaching Problems in Environmental Design Major
2.1 Implicit Professional Training Objectives
2.2 Obsolete Teaching Mode
3 Difficulties Encountered in Current Collaborative Education Mode of the Environmental Design Major
3.1 Lack of Corresponding Economic and Policy Support
3.2 Unsatisfactory Enterprise Participation
3.3 Talents Cultivated by Colleges Unable to Match the Needs of Enterprises
4 The Role of Informatization in the Collaborative Education Mode
4.1 Accelerating the Process of Modern Education Reform, Strengthening the Application of Modern Education Informatization Among Teachers and Students, and Improving the Quality of Talent Cultivation
4.2 Accelerating the Combination of Production and Education, Establishing the Goal of Cultivating Talents Together with Enterprises, and Promoting the Realization of Win-Win Between Schools and Enterprises
4.3 Improving Existing Teaching Resources, Cultivating Students’ Active Learning Ability, and Promoting More Professional Development
4.4 The Practical Results of Informatization in Teaching to Promote the Development of the Overall Teaching Level and Comprehensive Strength
5 Practice of Information Integration into the Collaborative Education Mode of Environmental Design
5.1 Establishing an Information-Based Teaching Resource Library
5.2 Enhancing the Interaction
5.3 Improving the Evaluation and Management Mechanism
6 Conclusion
References
Analysis of Diabetic Association Rules Based on Apriori Algorithms
1 Introduction
2 Association Rules and Their Abstract Description
3 Association Rule Brute Force Algorithm
4 Apriori Algorithm
4.1 The Algorithm’s Basic Idea
4.2 Algorithm Description
4.3 Example of the Algorithm
5 Conclusion
References
Design and Practice of Basic Physical Experiment Teaching Based on Combination of Virtual and Real
1 Introducing Virtual Instrument Technology into the Physical Experiment Course
2 The Hierarchical Teaching System of Physical Experiment Teaching Combining Virtual and Real
3 Design of Physical Experiment Content Combining Virtual and Real
3.1 Learning and Development of Virtual Experiments
3.2 Analysis and Modification of Existing Experimental Instruments Using Virtual Instruments
3.3 Flexible Use of Virtual Instrument Technology for Experimental Design and Development
4 Conclusion
References
Automatic Detection of Cloth Defects Based on Gabor Filtering
1 Introduction
2 Gabor Filter
2.1 One-Dimensional Gabor Filter
2.2 Two-Dimensional Gabor Filter
2.3 Application and Adaptability of Gabor Filter
3 Support Vector Machine Classification
4 Flow Chart of Algorithm
5 Experimental Design
5.1 Composition of Experimental Data
5.2 Recognition Algorithm in This Paper
5.3 Comparison of SVM Results with Different Kernel Functions
6 Conclusion
References
Improved GA-SVM Algorithm and Its Application of NIR Spectroscopy in Orange Growing Location Identification
1 Introduction
2 Origin Identification Model Based on GA-SVM
2.1 GA-SVM
2.2 GA-SVM Parameter Setting and Discussion
2.3 GA-SVM Experimental Results
3 Conclusion
References
Condition Monitoring of Fire Water Supply System Based on LoRa Wireless Network
1 Introduction
2 Preliminary Work
3 Research Work
3.1 System Design
3.2 Monitoring Terminal Design
3.3 流程设计Process Design
4 Experiments
5 Conclusion
References
Application Design and Implementation of Intelligent Bracelet in Wisdom Campus Construction
1 Introduction
2 System Design
3 System Overall Architecture
4 Technologies of System Implementation
4.1 Hardware Design of Intelligent Bracelet
4.2 Definition of Hardware Data Acquisition Interface
4.3 Network Communication Framework
5 System Operation Effect
6 Summary and Prospect
References
Development and Implementation of Education Information Platform Based on Cloud Computing
1 Introduction
1.1 Background and Significance of the Paper
2 Requirements Analysis
2.1 System Functional Requirements
2.2 Teaching System Based on Cloud Computing Resources Required
3 System Architecture
3.1 The Overall Logic Architecture Platform
3.2 Cloud Computing Platform’s Core Management Module Software Architecture
3.3 Construction of Teaching System Cloud Architecture
4 System Network and the Control Flow
4.1 Cloud Based Teaching System Required Software and Hardware
4.2 Cloud Computing Management Platform Deployment
5 Summary
References
Application of Information Processing Technology in Garment Enterprises
1 Introduction
1.1 Comparisons and Development Trends of Information Processing Technologies at Home and Abroad
2 Major Problems in Information Construction of Garment Enterprises
2.1 Technical Issues
2.2 Management Problem
2.3 Talent Problem
3 Measures and Suggestions on the Application of ERP in High Domestic Garment Enterprises
3.1 Choosing the Right ERP System
3.2 Establishment of Networked Distribution System and Reorganization of Enterprise’s Existing Business Processes
3.3 Strengthen the Long-Term Training of Compound Talents
4 Conclusion
References
Application of E-Commerce Network Security Technology
1 Introduction
2 Current Situation of E-Commerce Security
2.1 Encryption Technology Layer
2.2 Security Authentication Layer
2.3 Transaction Protocol Layer
3 Analysis of Data Encryption Technology in Electronic Commerce Information Security Management System
3.1 Analysis of Symmetric Key Cryptosystem
3.2 Asymmetric Cryptosystem
3.3 Hash Function
4 Summary
References
Construction and Analysis of a Foreign Language Learning Model Based on the Classroom Network Environment
1 Introduction
2 Construction and Analysis of Foreign Language Learning Model
2.1 Problem Description of Foreign Language Learning
2.2 Selection of the Characteristics of the Network Environment in the Classroom
3 An Analysis of the Foreign Language Learning Model in the Classroom Network Environment
3.1 Process of Foreign Language Learning in the Classroom Network Environment
3.2 Theoretical Analysis of the Network Environment in the Classroom
4 Experiment and Analysis
4.1 Time Analysis of Foreign Language Learning
4.2 Effectiveness of Foreign Language Learning
5 Conclusion
References
Reform and Practice of Advanced Mathematics Course in the Context of New Engineering
1 Introduction
2 Current Status of Teaching Advanced Mathematics at Private Colleges
2.1 Students Have Varying Degrees of Mathematics
2.2 There Are Few Teaching Hours
2.3 Teaching Methods Are Relatively Fixed and Single
3 Reform of Advanced Mathematics Course at Private Colleges
3.1 Reform of the Curriculum Teaching System
3.2 Reform of Teaching Contents
3.3 Integrate the Thought of Mathematical Modelling in Teaching Advanced Mathematics
3.4 Reform of Methods to Teach Advanced Mathematics at Private Colleges
3.5 Implement Group Cooperative Teaching Strategies to Develop Students’ Ability to Cooperate Independently
3.6 Change the Assessment Methods
4 Conclusions
References
Innovation of Real Estate Marketing Strategies Based on “Internet+”
1 Introduction
2 The Necessity of “Internet +” Real Estate Marketing Mode
2.1 Changes in Consumer Subjects and Demands
2.2 High Permeability of Internet in Social Economy
3 Problems Existing in Real Estate Marketing Under the Environment of “Internet +”
3.1 Real Estate Marketing Brand Building
3.2 Real Estate Marketing Channel Construction
3.3 Design of Real Estate Promotion Strategy
4 Innovation of Real Estate Marketing Strategy Under the Environment of “Internet”
4.1 Enhance the Value of the “Internet” Brand of Real Estate
4.2 Optimizing the Marketing Channels of Real Estate in “Internet +” Era
4.3 Innovating the Promotion Strategy of Real Estate Mobile Platform
5 Summary
References
Load Balance of Cloud Computing Center Based on Energy Awareness
1 Introduction
2 Energy Consumption Model of Cloud Computing Center
2.1 Energy Consumption in Activation State
2.2 Energy Consumption in Suspended State
2.3 Energy Consumption During Switching Process
2.4 System Energy Consumption
3 Load Balance Method
4 Experiment Analysis
4.1 Environment of Simulation Experiment
4.2 Experiment Results
5 Conclusions
References
Express Internet of Things: Concept, Architecture and Frontier Outlook
1 Introduction
2 The Concept of Express Internet of Things
2.1 Definition of Express Internet of Things
2.2 Characteristics of Express Internet of Things
3 Development Concept of Express Internet of Things
4 The Architecture of Express Internet of Things
4.1 Perceptual Interaction Layer
4.2 Network Transport Layer
4.3 Technical Support Layer
4.4 Business Operations Layer
4.5 Integrated Application Layer
5 Future Prospect of Express Internet of Things
5.1 Digitalization
5.2 Platformization
5.3 Intelligentization
5.4 Ecologization
5.5 Universal Service
6 Summary
References
Multi-dimensional Similarity Personalized Recommendation Model in Deep Learning Mode
1 Introduction
2 Existing Research Work
2.1 Data Sparsity Problem
2.2 Cold-Start Problem
2.3 Deep Learning
3 Multi-dimensional Similarity Personalized Recommendation Model Design
3.1 Pearson Correlation Coefficient Similarity Calculation
3.2 Euclidean Distance Similarity Calculation
3.3 Cosine Similarity Calculation
3.4 Multi-dimensional Similarity Calculation Model
3.5 Parameter Adjustment in Deep Learning Mode
4 Simulation
5 Conclusion
References
Teaching Curriculum System and Its Construction on the Course of “Stamping Forming Process and Die Design” Under the Background of Big Data
1 Introduction
2 The Construction Thought of the Curriculum System of the “Stamping Forming Process and Die Design” Course Teaching
3 Construction Strategies of the Curriculum System of the “Stamping Forming Process and Die Design” Teaching
3.1 The Teaching Implementation of the Theoretical Part
3.2 The Teaching Implementation of the Dice Dismounting and Assembling Part
3.3 The Teaching Implementation of the Post Internship Part
3.4 The Teaching Implementation of the Vocational Teaching Part
4 Summary
References
Drug Abuse Prediction Model Based on Relevance Analysis
1 Introduction
2 Index Screening
3 Multivariate Regression and Polynomial Regression
3.1 Multivariate Regression Prediction
3.2 Polynomial Regression Prediction
4 Optimal Weight Allocation
5 Model Test
6 Conclusion
References
Design of Temperature and Humidity Detection System for Bacteria Package
1 Introduction
2 Introduction to the Temperature and Humidity Detection System of Bacteria Package
3 Hardware Design of Temperature and Humidity Detection System for Bacteria Package
3.1 Single Chip Selection
3.2 Sensor Selection
3.3 Buzzer Circuit
3.4 LCD Display Module
3.5 Circuit Diagram
4 Temperature and Humidity Data Processing
5 Procedures and Inspection
5.1 Program Section
5.2 Experiments and Tests
6 The Conclusion
References
Interference Analysis of Mobile Communication Multi-system
1 Introduction
2 LTE Spectrum Division
3 Causes and Classification of Interference
3.1 Spurious Interference
3.2 Blocking Interference
3.3 Intermodulation Interference
4 Interference Analysis of LTE Indoor Distribution System
4.1 Permissible Interference Tolerance for Each System
4.2 Sspurious Interference Analysis
4.3 Blocking Interference Analysis
4.4 System Total Isolation Requirements
5 Summary
References
Flipped Classroom Teaching of College English Based on “Rain Classroom”
1 Introduction
2 Interpretation of Flipped Classroom
2.1 Introduction of “Flipped Classroom”
2.2 Advantages of “Rain Classroom” and “Flipped Classroom”
3 Construction of the Flipped Classroom Teaching Mode Based on Rain Classroom of College English
3.1 Analysis and Application for the Stages of the Teaching Mode of “Flipped Classroom” and “Rain Classroom”
3.2 Teaching Effect on of “Flipped Classroom” and “Rain Classroom” Teaching Mode of College English
3.3 Teaching Advantages of “Flipped Classroom” and “Rain Classroom” Teaching Mode of College English
3.4 Problems Existing in the “Flipped Classroom” and “Rain Classroom” Teaching Mode of College English
4 Summary
References
Application of Information Technology to Promote the Practice of Medical Education Teaching
1 Introduction
2 Construction of Diversified Medical Resources
2.1 Excellent Speech Resources
2.2 Literacy Resources
2.3 Integrity of the Clinical Skills and Resources
2.4 Formative Resources
2.5 Distance Medical Education Resources
2.6 International Resources
2.7 Mobile Resources
3 Using Information Technology to Optimize Clinical Teaching Strategies
3.1 Innovation of Teaching Training Mode
3.2 The Support Platform of Informatization
4 Conclusion
References
Analysis of Rock Fracture Deformation of Urban Informatization in China’s Modernization Drive by DDARF Software
1 Introduction
2 DDARF
3 DDARF’s Modeling Based on CAD
4 Displacement Convergence Criterion of the DDARF
5 Rock Fracture Deformation and Stress Rupture Characteristics Under the Conditions of Single Axle Stress
References
Enterprise Information Security in the Process of Informatization
1 Introduction
2 The Current Situation and Development Trend of Information Security
2.1 The Current Situation of Information Security
2.2 Development Trend of Information Security
3 The Response Strategies of Enterprise Information Security
3.1 Building the Security System of Enterprise Network
3.2 Strengthening the Hard Power of Enterprise Information Security Technology
3.3 Raising Employees’ Awareness of Information Security
4 Prospect of Enterprise Information Security
5 Conclusion
References
Meta-cognitive Strategies Application in MOOC Environment—A Case of Integrated English Course
1 Introduction
2 Literature Review
3 Methodology
3.1 Research Subjects
3.2 Research Questions
3.3 Research Methods
4 Data Collection and Analysis
4.1 Students’ Knowledge About Meta-cognitive Strategies and Learning Abilities
4.2 Overall Situation of the Application of Meta-cognitive Strategies
4.3 Contrastive Study Between the High-Score Group and the Low-Score Group on Application of Meta-cognitive Strategies
4.4 Interview
5 Conclusion
References
Training Mode of Individualized Skilled Talents Based on Electronic Communication Specialty
1 Introduction
2 The Theory of Individualized Personnel Training in Electronic Communication
2.1 Electronic Communication Professional Personalized Talent Training Background
2.2 Personalized Learning Characteristics of College Students
2.3 The Purpose of Individualized Personnel Training
3 Problems in the Training of Electronic Communication Professionals in Colleges and Universities
3.1 The Goal of College Electronic Communication Professional Education Is Not Clear Enough
3.2 The Shortage of Teaching Resources for College Electronic Communication Majors
3.3 The Teaching Practicality of Electronic Communication Specialty in Colleges and Universities Is Not Strong
4 Personalized Training Strategies for Electronic Communication Professionals
4.1 Pay Attention to the Construction of Teaching Situation
4.2 Innovation of Teaching Mode for Electronic Communication Major
4.3 Development of Personalized Training Course for Electronic Communication Major
4.4 Vigorously Implementing Individualized Teaching Evaluation System
5 Conclusion
References
Calculating the Pore Fractal Dimension of Porous Media by Using Pore Size Distribution
1 Introduction
2 Method
3 Results and Discussions
4 Conclusions
References
RETRACTED CHAPTER: Application of Weighted Gene Co-expression Network Analysis in Biomedicine
1 Introduction
2 Method
3 Experiment
4 Conclusion
References
Design of Enterprise Network Information System Based on Industrial Interconnection
1 Introduction
2 Developing Data-Centered Design
2.1 Data Flow in Existing System Architecture
2.2 System Flattening Promotes Data-Centered Architecture Implementation
3 Implementing New Architectural Ideas in System Reconfiguration
3.1 Process Management Business Reconfiguration
3.2 Data Service Business Construction
4 Innovative System Architecture Design
4.1 Enterprise Data System Architecture Based on Industrial Interconnection
4.2 Function Realization of Enterprise Data System
5 Construction of Enterprise Data System
5.1 Cloud Data Platform Architecture
5.2 Data Service
6 Conclusion
References
Discussion on the Construction of Computer Software Specialty in Private Institutions
1 Question Raised
2 The Present Situation of Computer Software Specialization in Private Colleges and Universities
2.1 The Curriculum Is Unreasonable
2.2 The Course Content Lags Behind
2.3 Practical Teaching Is Not Strong Enough
2.4 Students’ Enthusiasm Is Not High
2.5 Lack of Teachers
3 Some Thoughts on Professional Construction
3.1 Implement School-Enterprise Cooperation and Internship
3.2 Participated in the Competition and Obtained the Qualification Certificate
3.3 Build the Course Teaching System to Meet the Needs of the Industry
3.4 Strengthen Practical Teaching and Innovate Teaching Methods and Means
3.5 Change Ideas and Create an Atmosphere of Innovation and Entrepreneurship
3.6 Strengthen the Construction of Teachers and Improve Their Professional Skills
4 Conclusion
References
Design and Implementation of Cow Chewing Behavior Recognition Based on Sound Sensor
1 Introduction
2 Basic Principle of Cow Chewing Behavior Recognition Based on Sound Sensor
2.1 Ruminant Ruminance of Dairy Cows
2.2 Design Principle
3 Test Results and Analysis
3.1 Training Process of Neural Networks
3.2 Results and Analysis
4 Conclusions
References
Design and Application of Distribution Automation System in Intelligent Power Supply System Management
1 Introduction
2 Intelligent Power Supply System Management
3 Distribution Automation System Based on Intelligent Power Supply System Management
3.1 Intelligent Power Supply System Management Method
3.2 Implementation of Algorithm Program
4 Simulation Analysis
5 Conclusion
References
A Framework for Occupational Risk Assessment in Power Grid Using AHP Method
1 Introduction
2 The Analytic Hierarchy Process (AHP)
3 Method
4 Results
5 Conclusions
References
Digital Media Copyright Protection Technology in the Age of All Media
1 Introduction
2 Digital Media in the Era of All Media
2.1 The Trend of Digital Copyright in the Era of All Media
2.2 The Meaning of Digital Copyright Protection in the Era of All Media
2.3 Necessity of Digital Copyright Protection in the Age of All Media
3 Key Technologies of Digital Copyright Protection
3.1 Content Encryption and Decryption
3.2 Digital Signature
3.3 Digital Watermarking Technology
3.4 Permission Expression Language REL
4 Digital Media Copyright Guarantor System Architecture
4.1 Server Centralized Control
4.2 Client Centralized Control
4.3 Collaborative Control Between Server and Client
5 To Sum Up
References
Realistic Dilemma and Breakthrough Path of “Innovation and Entrepreneurship” Education in Private Colleges and Universities Under the Background of Informatization
1 Realistic Dilemma of “Innovation and Entrepreneurship” Education in Private Colleges and Universities
1.1 Difficulty of the Integration of “Innovation and Entrepreneurship” and the Traditional Education System
1.2 Lack of “Innovation and Entrepreneurship” Education Resources in Private Colleges and Universities
1.3 Insufficient Teacher Team of “Innovation and Entrepreneurship” Major
1.4 “Innovation and Entrepreneurship” Education Lacks Effective Implementation Institutes
2 Outlet of “Innovation and Entrepreneurship” Education in the Private Colleges and Universities
2.1 Promote the Reform of the Course System of “Entrepreneurial and Innovative” Education
2.2 Set Up the Implementation Platform of “Entrepreneurial and Innovative” Education Through Multiple Channels
2.3 Strengthen the Construction of “Entrepreneurial and Innovative” Teacher Team
2.4 Teaching Management Department Should Become the Implementation Unit of “Entrepreneurial and Innovative” Education
3 Conclusion
References
Construction of Foreign Language Curriculum Resources Under the Background of Big Data
1 Introduction
2 Important Concepts
2.1 The Concept and Characteristics of Big Data
2.2 Curriculum Resources
3 The Opportunities Brought by Big Data Era for the Construction of Foreign Language Curriculum Resources
3.1 Enrich the Curriculum Resources
3.2 Promote the Sharing of Curriculum Resources with High Quality
3.3 Make the Integration of Curriculum Resources Come True
3.4 Improve the Level of Curriculum Resource Construction
4 Ideas on the Construction of Foreign Language Curriculum Resources Under the Background of Big Data
4.1 Identify Talent Training Objectives and Course Content
4.2 Participants in the Construction of Curriculum Resources
4.3 The Content of Curriculum Resources
5 Supporting Measures for the Construction of Foreign Language Curriculum Resources
5.1 Policy Support
5.2 Financial Support
5.3 Technical Support
5.4 Teacher Training
6 Conclusion
References
Intelligent Computation of Bubble Group Motion in Mesoscale Simulation
1 Introduction
2 Numerical Method
3 Numerical Results and Analysis
3.1 Side-by-Side Double Bubble Motion Process
3.2 Side-by-Side 3 Bubble Motion Process
3.3 Symmetrical Placement 4 Bubble Motion Process
4 Conclusion
References
Pre-authorization Usage Control Mechanism for Cross-Domain in Cloud
1 Introduction
2 Related Works
2.1 Cross-Domain Access Control Mechanism
2.2 Secure Roaming Authentication
3 Pre-authorization Usage Control Mechanism for Cross-Domain in Cloud
3.1 Cross-Domain Access Data Flow Model in Cloud
3.2 Pre-authorization Usage Control Mechanism for Attribute Updates in Access Execution (UCONpreA2)
3.3 Attribute Mapping Mechanism
4 Deployment and Implementation of Cross-Domain Access Control in Cloud
4.1 Deployment of Cross-Domain Access Control in Cloud
4.2 Implementation of Local Access Control
4.3 Implementation of Cross-Domain Access Control
5 Use Case and Performance Analysis
6 Future and Prospect
References
Situation and Suggestion of Geology and Mineral Resources Standardization
1 Introduction
2 Status of Standardization of Geology and Mineral Resources at Home and Abroad
2.1 Domestic Situation
2.2 Overseas Situation
3 Relevant Policies of Geology and Mineral Industry in China
3.1 Jiangsu Province
3.2 Qinghai Province
4 Suggestions on Standardization of Geology and Mineral Resources
4.1 Establish an Applicable Standard System of Geology and Mineral Resources to Support the High-Quality Development of Geology and Mineral Industry
4.2 Carrying Out the Standardization Work of Geological and Mineral Associations to Inspire the Role of Associations
4.3 Participating in or Leading International Standardization Activities in the Field of Geology and Mineral Resources Actively and Enhancing the Voice and Influence of International Standards in the Field of Geology and Minerals in China
4.4 Making Strategic Planning for Standardization of Geology and Mineral Resources
References
Commodity Sales Data Analysis Based on Qoo10 Platform
1 Introduction
2 Current Situation of Cross-Border E-commerce in Singapore
3 Qoo10 Brief Introduction and Common Promotion Tools
4 Operation Planning of Dehumidifier in Qoo10
4.1 Selection Suggestions
4.2 Operational Planning
4.3 Results Analysis
5 Proposal
6 Conclusion
References
Design of Temperature Detection Systems Based on Wireless Transmission
1 Introduction
2 System Structure
3 Design of Hardware Circuit
3.1 STC89C52 Minimal System Design of Single Chip Microcomputer
3.2 Wireless Communication Module Design
3.3 LCD Display Module Design
3.4 Temperature Detection Module Design
4 Design of System Software
4.1 Lower Computer Software Design
4.2 Upper Computer Software Design
5 System Integration and Implementation
5.1 Monitoring Platform Based on Single Chip Microcomputer
5.2 Wireless Communication Test
5.3 Upper Computer Communication Test
6 Conclusion
References
Status Quo and Countermeasures of Students’ Learning Behaviors in Higher Vocational Colleges Under the Internet Age—Based on the Questionnaire Survey of 1248 Vocational College Students
1 Introduction
2 Internet Age Learning Characteristics
2.1 The Difference Between the Environment of the Internet Society and the Traditional Era
2.2 The Internet Environment Has Injected New Features and New Advantages into Learning
3 The Status Quo and Characteristics of Students’ Learning Behavior in Higher Vocational Colleges
3.1 The Status Quo of Students’ Learning Behavior in Higher Vocational Colleges
3.2 Analysis of the Characteristics and Causes of Students’ Learning Behaviors in Higher Vocational Colleges
4 Thinking and Countermeasures
4.1 Enhance Learning Motivation, Improve Self-Learning Ability, and Use Internet Resources to Learn and Develop Good Habits
4.2 Rebuilding the “Organic Solidarity” Education Group by Using the Internet
4.3 Combining Internet Technology to Improve the Rational Science of Real-Time Interaction Between the Subject and Object of Education
4.4 From a Single Professional Standard to a Comprehensive Education Learning Environment for Building a Comprehensive Quality
5 Conclusion
References
Structural Design of Snapping Machine of Brittle Materials and Its Virtual Development
1 Introduction
1.1 Structure Design Process of Brittle Material Snapping Machine
1.2 Theoretical Basis of Bar Snapping Design
1.3 Structural Design
2 Virtual Development of Brittle Material Snapping Machine
2.1 Establish a Virtual Model of Brittle Material Snapping Machine
2.2 Dynamic Analysis of Brittle Material Snapping Machine
3 Conclusion
References
Design Idea of Professional Talent Evaluation System Based on Mobile Internet
1 Introduction
2 Design and Composition of Professional Talent Evaluation System
3 System Function Analysis
4 System Reliability and Security
5 Professional Talent Evaluation System Test
6 Conclusion
References
Research and Practice on Diagnosis of Civil Engineering Majors Based on EFQM Excellence Model Analysis
1 Introduction
2 Model Establishment and Analysis
2.1 Evaluation Model Based on EFQM Excellent Model
2.2 Quantification
3 Conclusions and Conclusions
3.1 Conclusion
3.2 Summary
References
Application of Network Score System for Sports Achievements
1 Introduction
2 Application Computer to Calculate and Manage Sports Scores
2.1 Method of Using Computer to Calculate and Manage Student Sports Performance
2.2 Application of Excel to Realize the Calculation and Management Method of College Students’ Sports Achievements
3 Sports Performance Network Scoring System
4 Student Online Rating Implementation
4.1 System Maintenance
4.2 Evaluation of Results, Entry
4.3 Statistics and Inquiries of Results
5 Summary
References
Forecast and Model Establishment of Urban Rail—Transit Passenger Flow
1 Introduction
2 Method
2.1 Grey Model Method
2.2 Artificial Neural Network Prediction Method
3 Experiment
4 Results and Discussion
5 Conclusion
References
Innovation and Entrepreneurship Education in Higher Vocational Colleges Under Big Data
1 Introduction
1.1 The Problems Existing in Students’ Innovation and Entrepreneurship
1.2 Transform Ideas of Innovation and Entrepreneurship Education
2 Establish the Application Framework of Big Data in Innovation and Entrepreneurship Education
3 Determine the Application Content and Process of Big Data in the Innovation and Entrepreneurship Education
4 Summary
References
Using Computer Information High Technology to Improve Waterproofing and Drainage of Panel Bulk Dam
1 Introduction
2 Building Information Modeling
3 Analysis of Existing Problems in Prevention and Drainage Optimization of Surface Piles
4 Optimization Measures
4.1 Reasonable Design of Fill Soil
4.2 Use of BIM Technology
4.3 Construction of WBS in the Face Pile Dam
4.4 Construction of the BIM 3D Model for the Face Rockfill Dam
5 Conclusion
References
Establishment of a Data Mining System for Estimating the Medical Cost of Renal Transplantation
1 Introduction
2 Construction of Data Mining System
2.1 Statistical Description
2.2 Data Mining Model
2.3 System Application
2.4 System Development
3 Conclusion
References
Application and Innovation of Computer Internet of Things Technology in Logistics
1 Introduction
2 The Relation Between Computer Internet of Things Technology and Logistics Application
2.1 The Impact of Internet of Things on Logistics
2.2 Implications of Internet of Things and Logistics Industry
2.3 Three Levels of Logistics Industry Integration Based on Internet of Things
3 Problems of Internet of Things in Logistics
3.1 Internet of Things Technology Needs to Be Improved
3.2 Internet of Things Technology Enhances Information Security
3.3 The Quality of Logistics Managers Is Low
4 Application and Innovation of Computer Internet of Things Technology in Logistics
4.1 Innovation of Computer Internet of Things Technological Level
4.2 Strengthen the Construction of Logistics Information Security
4.3 Training of Internet of Things Professional and Technical Talents
4.4 Formulating Normative Logistics Management Ideas
5 Conclusion
References
Significance of Embedded Linux to the Development of Internet of Things Under the Background of New Science
1 Introduction
2 The Current Situation and Trend of the Development of Internet of Things by Embedded Linux at Home and Abroad
2.1 Status Quo Abroad
2.2 Current Situation in China
2.3 Development Trends at Home and Abroad
3 Application of Embedded Linux in Internet of Things Under the Background of New Science
3.1 Application of Embedded Intelligent Sensor in Internet of Things
3.2 Application of Embedded RFID Technology in Internet of Things
3.3 Application of Embedded Intelligent Technology in Internet of Things
4 The Significance of Embedded Linux to the Development of Internet of Things
4.1 Determine the Knowledge System, Curriculum System and Curriculum Standard of Linux Course
4.2 Innovating the Teaching Method and Classroom Organization Form of “Linux Operating System” Course of Engineering Internet of Things
4.3 Integrated Training of Linux-Related Courses Serving Industry
5 Summary
References
Platform of Examination Information Resources in Colleges and Universities Based on Big Data Deep Mining Technology
1 Introduction
2 Changes of Examination Information Resources in Colleges and Universities in Big Data Era
2.1 Quantification of Examination Information Resources Data in Colleges and Universities
2.2 Deep Mining of Examination Information Resources in Colleges and Universities
2.3 Visualization of the Examination Information Resources Push in Colleges and Universities
3 Key Technologies of Mining Deeply the Examination Information Resources of Colleges and Universities in Big Data Era
3.1 Distributed Processing Technology of Big Data
3.2 Vector Space Model
3.3 Clustering Algorithm
4 Realization of Examination Information Resource Platform in Colleges and Universities Based on Big Data Deep Mining Technology
4.1 Physical Layer
4.2 Cloud Platform Layer
4.3 Application Layer
5 Summary
References
The Impact Factors of International Navigation Talents Based on AHP
1 Background
2 The Impact Factors of International Navigation Management Talents
3 Principles of Establishing Evaluation Index System for International Maritime Management Talents
4 Analytic Hierarchy Process (AHP)
5 Establish Judgment Matrices
6 Conclusion
References
Application of Information Technology in the Problems and Countermeasures of Kindergarten Science Education
1 Introduction
2 Problems Existing in Science Education in Kindergartens
2.1 Science Education Is Equated with Knowledge Education
2.2 Science Education Is Considered to Shorten Childhood Education as Much as Possible
2.3 Science Education Is Regarded as Adult Educator-Led Education
3 Strategies to Change the Current Situation of Science Education in Kindergartens: “Children-Oriented”
3.1 Children-Oriented Goals of Science Education in Kindergartens
3.2 Children-Oriented Content of Science Education in Kindergartens
3.3 Children-Oriented Approach to Science Education in Kindergartens
3.4 Children-Oriented Evaluation of Science Education in Kindergartens
References
Construction of University’s Innovation and Entrepreneurship Education Ecosystem Based on Computer Network Platform
1 Introduction
2 University I-E Education Ecosystem Based on Computer Network Platform
2.1 Overview of Computer Network Platforms and Educational Ecosystems
2.2 Constructing the Connotation of University’s I-E Education Ecosystem Based on Computer Network Platform
2.3 The Significance of Constructing the Ecosystem of I-E Education
3 Problems in the Ecosystem of I-E Education in Colleges and Universities
3.1 Strengthening Innovation, Entrepreneurship Education and Entrepreneurship Training
3.2 The Government’s Effective Support Is not Enough
3.3 Weak Awareness of Entrepreneurship and Inadequate Publicity and Education
4 Construction and Practice of I-E Education Ecosystem Platform
4.1 The Construction Process of Internal Integration
4.2 Construction Process of External Assistance
4.3 Construction Model of Internal and External Integration Mechanism
5 Conclusion
References
A Unified Unstructured Data Storage System Under Cloud Computing Environment
1 Introduction
2 The Overall Structure of USN
3 System Design
3.1 File Service
3.2 Application-Level Storage
3.3 USN Unified Storage
4 System Evaluation
4.1 Testing Environment
4.2 Functional Test
4.3 Performance Test
5 Conclusion and Prospect
References
Classification and Pruning Strategy of Knowledge Data Decision Tree Based on Rough Set
1 Introduction
2 Classification Accuracy and Branch Shear Theory Based on Decision Tree Method
3 Mining Method of Association Rules in Decision Tree Classification
4 Classification and Pruning Strategy of Knowledge Data Decision Tree Based on Rough Set
5 Conclusion
References
Teaching Strategies of Literature Courses in the New Media Technology Environment
1 Introduction
2 Analysis of the Current Situation of Literature Course Teaching
2.1 The Practicability of Teaching Content Based on Theoretical Courses Is Low
2.2 The Content of Teaching Neglects the Development Needs of Students
3 Opportunities and Challenges of the Development of New Media Technology to the Teaching of Literature Courses
3.1 Opportunities for the Development of Literature Course Teaching in the New Media Technology Environment
3.2 Challenges of New Media Technology to the Teaching of Literature Courses
4 The Innovative Path of Literature Course Teaching Under the New Media Technology Environment
4.1 Constructing the Innovative Teaching Model Combining Virtual and Reality in the New Media Environment
4.2 Establishing Professional Courses of New Media Literature
4.3 Building a Platform for Online Interactive Learning
5 Conclusions
References
On the Teaching Reform of Mathematics Course in Independent Colleges
1 Introduction
2 Team Settings and Course Features
3 Innovative Reform Measures
3.1 Transformation of Educational Philosophy
3.2 Integrating Mathematical Modeling Ideas and Increasing Mathematics Practice Projects
3.3 Innovating the Teaching Mode of Flipping Classroom
3.4 Implementing Case-Driven Teaching Methods to Improve Teaching Effectiveness
3.5 Promote the Development of “Online and Offline” Teaching Methods with the Support of Networked Teaching Construction
3.6 Transformation of Assessment Methods
4 Resource Construction
4.1 Construction of Micro-curricular Resource Library
4.2 Teaching Material Construction
4.3 Online and Offline Course Resources Construction
4.4 Construction of Courseware Resource Library
4.5 Boutique Online Open Courses and Question Bank
5 Conclusion
References
Adaptive Sliding Mode Control for Unmanned Surface Vehicle with Fuzzy Switching
1 Introduction
2 USV Plane Motion Model
3 Designing Adaptive Sliding Mode Control of USV Based on Fuzzy Switching
3.1 Designing Sliding Mode Switching Function
3.2 Sliding Mode Adaptive Control Design Based on Fuzzy Approximation
4 Simulation
4.1 Simulation Object
4.2 Condition Setting
4.3 Simulation Results and Analysis
5 Conclusion
References
Application and Strategy of Internet of Things (IOT) in College Education Informationization
1 Introduction
2 Research on University Education Informatization and IOT Technology
2.1 The Concept of Informatization of Higher Education
2.2 IOT Technology
3 The Application Status of IOT in the Informationization of University Education
3.1 University Teaching Informationization Based on IOT Technology
3.2 Intelligent Library Based on IOT Technology
3.3 Information Management Based on IOT Technology
4 Application Strategy of University Informationization Based on IOT Technology
4.1 Build an Information Environment for Universities and Colleges Based on IOT Technology Vigorously
4.2 Vigorously Strengthen the Construction of Educational Information Based on IOT Technology
4.3 Strengthen Personalized Services Based on IOT Technology Vigorously
5 Conclusion
References
Influence of Inductance Parameters on Intelligent Control of Buck Converter
1 Introduction
2 The Basic Principle of Buck Converter
3 Simulation Model of the Buck Converter
4 Analysis of Simulation Results
5 Conclusion
References
Research and Development of Remote Monitoring System for High-Speed Rail Protective Fence Gate
1 Introduction
2 System Design
2.1 Design Plan
2.2 Research and Design of Gate Condition Monitoring Device
2.3 Design of Transmitting Module and Receiving Module
3 Design of PC Software
4 Conclusion
References
Integration of Information Technology and Three-Dimensional Teaching Mode
1 Introduction
2 Overview of Information Technology Concepts
3 Main Problems in the Three-Dimensional Teaching in Environmental Design
3.1 Teacher Construction Method in Traditional Model Falling Behind Social Development
3.2 Insufficient Links Between Universities and Enterprises
3.3 Absence and Dismal Effect of Evaluation Mechanism in the Internship Process
3.4 Insufficient Satisfaction for Students
3.5 Inadequate Cognition of Teachers Toward the Three-Dimensional Teaching
3.6 Waste of Three-Dimensional Teaching Resources
4 The Application of Information Means in the Three-Dimensional Teaching Process in Environmental Design Major
4.1 Strengthening the Connection Among Colleges and Universities, as Well as Their Connection with Enterprises, to Exchange Resources and Information and Jointly Build a Teaching Resource Library
4.2 Enhancing Teaching Level by Information Means
4.3 Improving the Internship Platform Mechanism and Supervision Measures
4.4 Improving Requirements in Major Practice by Combining Virtual Technology with Teaching Laboratory
5 Summary
References
Research and Practice of Laboratory Safety Management Mode
1 Problems in Laboratory Management
1.1 The Management Model Is Lagging Behind, and the Management System Is Flawed
1.2 The Laboratory Has Certain Safety Hazards, and the Specific Health Conditions Are Poor
2 Objectives of Laboratory Management
2.1 Standardization of Management System
2.2 Daily Safety Management
2.3 Electronic Management of Laboratory Equipment
2.4 Networking of Experimental Teaching Content Management
3 Conclusion
References
Dynamic Model Average for Stock Index Return
1 Introduction
2 eDMA Framework
2.1 DMA Framework
2.2 eDMA Framework
2.3 Output of eDMA
3 Empirical Analysis
3.1 Predictor Selection and Model Establishment
3.2 Experimental Result
3.3 Comparison of Results
4 Conclusion
References
Challenges and Countermeasures of Intellectual Property Rights in Network Environment
1 Introduction
2 Challenges of Intellectual Property Rights in the Network Environment
2.1 The Author Are Unaware of Information Embezzlement and Infringement by Using Network Technology
2.2 The Identification of Intellectual Property Rights Infringement Is More Difficult, the Harm of Crime Is Greater and the Difficulty of Protection Is Increased
2.3 Lack of Laws and Weak Awareness of Intellectual Property Protection
3 Countermeasures of Intellectual Property Rights in Network Environment
3.1 Build Network Protection System
3.2 Legislative Protection
3.3 Administrative Protection
3.4 Raise Awareness of Intellectual Property Protection
3.5 Technical Protection Measures
4 Summary
References
Personalized Distribution Recommendation Model of Dormitory Based on Deep Learning
1 Introduction
2 Existing Research Work
3 Deep Learning Model Construction
3.1 Artificial Intelligence
3.2 Deep Learning
3.3 Model Building
4 Design of Recommendation Model for Dormitory Personalization
4.1 Similarity
4.2 Pearson Coefficient
4.3 Feature Analysis and Matrix Construction
5 Experimental Design and Analysis
6 Conclusion
References
Time-Limited Tour Planning Based on Ant Colony Optimization Algorithm
1 Introduction
2 Shortest Path Specification Model Based on Ant Colony Optimization Algorithm
2.1 Model Principle
2.2 Modification
2.3 Modeling Steps
3 Times Allocation Based on Shortest Path Specification Model
3.1 Case Background
4 Conclusion
References
Fungus Bacteria Bag Density Detection System Based on Image Processing Technology
1 Introduction
2 Fungus Bacteria Bag Density Detection System
2.1 Fungus Bacteria Bag Mass Measurement System
2.2 Digital Image Processing Technology
2.3 Image Processing
2.4 Measurement of the Geometrical Dimensions of the Bacteria Package
3 Experimental Results and Analysis
4 Conclusion
References
Application of Information Technology in Clinical Education
1 Introduction
2 Suggestions
2.1 Comprehensive Integration of Teaching Informatization and Teaching Process
2.2 Stimulation of Students’ Interest in Learning
3 Problems and Analysis of the Application of Information Technology in Clinical Teaching
3.1 Ignorance of Students’ Initiative
3.2 Improvement of Clinical Teachers’ Information Literacy
3.3 Construction of Teaching Network Resources
4 Conclusion
References
Optimization of Fermentation Medium of Camphor Lucidum Based on Artificial Neural Network and Genetic Algorithm
1 Introduction
2 Materials and Methods
3 Results and Analysis
4 Conclusion
References
Design and Implementation of Speech Recognition System Based on Gesture Control
1 Introduction
2 Basic Principles of Speech Recognition System Based on Gesture Control
2.1 System Hardware Circuit Design
2.2 System Software Design
3 Training Results and Analysis of Neural Network
3.1 Training Process of Neural Networks Results
3.2 Results and Analysis
4 Conclusions
References
Effects of Extremely Low Frequency Electromagnetic Fields Exposure in an Informationalized Perspective
1 Introduction
1.1 Research on Effects of Electromagnetic Field Exposure
1.2 Biological Effects of Electromagnetic Field Exposure
2 Epidemiologic Studies
2.1 Association with Neurodegenerative Disease
2.2 The Effect on Mental Behavior
3 Volunteer Studies
4 Animal Studies
4.1 Effects on Cognitive Function and Behavioral Changes
4.2 Effects on Cell Viability
5 Conclusions and Suggestions
References
Digital Watermarking Hiding Technology for Copyright Information
1 Introduction
2 Basic Principles of Information Hiding
2.1 Information Hiding Model
2.2 Classification of Information Hiding Technology
2.3 Specific Application of Information Hiding
2.4 Information Hiding Characteristics
3 Classification of Digital Watermarking Technology
3.1 Watermarking Classification on Vectors
3.2 Watermarking Classification on Loading Method
3.3 Classification from Watermarking Characteristics
4 Rms of Digital Copyright Information Randomization of
4.1 Digital Watermarking
4.2 Digital Watermark Amplitude Shaping
4.3 Digital Watermarking Whitening Filter
5 To Sum Up
References
English Teacher Information Resource Affordances in the Context of Big Data
1 Introduction
2 Important Concepts
2.1 The Concept and Characteristics of Big Data
2.2 Information Resource
2.3 Affordance
3 Analysis of the Characteristics of the Foreign Language Teaching in Colleges and Universities in the Era of Big Data
4 Information Resources and Foreign Language Teachers in the Era of Big Data
5 Analysis of English Teachers’ Information Resources in the Era of Big Data
6 Conclusion
References
How Does SEW Drive Innovation in an Internet Family Firm?
1 Introduction
2 Theoretical Research
2.1 SEW
2.2 SEW and Internet Family Firm Innovation
3 Empirical Research
3.1 Measurement of Main Variables
3.2 Model Analysis and Estimation Methods
4 Summary
References
Construction and Application of Information Management System in Road and Bridge Engineering Construction
1 Introduction
2 Theoretical Research on Information Management System of Way and Bridge Engineering Construction
2.1 Concept of Way and Bridge Engineering Project Information Management System
2.2 Supporting Technology for Engineering Construction Information Management
2.3 Characteristics of Road and Bridge Engineering Construction Information Management System
3 The Status Quo and Problems of Information Management Development in the Construction of Road and Bridge Engineering in China
3.1 Informatization Management System Function Is Not Comprehensive
3.2 Information Release and Update Are not Timely
3.3 Road and Bridge Engineering Project Construction Management Personnel Cannot Adapt to the Requirements of Informationization
4 Construction and Application of Way and Bridge Engineering Construction Management Information System
4.1 Establishment of Indicators for Information Management System of Way and Bridge Engineering Construction
4.2 Establishment of a Comprehensive Model of Engineering Construction Management Information System
4.3 Application of Construction Project Management Information System
5 Conclusion
References
Control Mechanism of Network Public Opinion on Emergencies in Big Data Era
1 Introduction
2 Emergencies in Big Data Era
2.1 The Representation of Network Public Opinion on Emergencies in Big Data Era
3 The Control Mechanism of Network Public Opinion on Emergencies in Big Data Era
3.1 Horizontal Dimensions—Improve Government Decision-Making Capacity
3.2 Vertical Dimension—Accurate Control of Public Opinion in the Network
4 Summary
References
Decision-Making Analysis of Prognosis of Renal Transplant Recipient on the Base of Data Mining
1 Data Mining Can Help Find New Prognostic Factors
1.1 Conventional Prognostic Factors
1.2 Problems Discovered by the New System
2 Data Preprocessing
3 Design of Temperature and Humidity Auto-Control System
3.1 Data Reduction
3.2 Data Cleaning
3.3 Data Transformation
3.4 Decision Tree Analysis of Renal Transplant Recipient Survival
3.5 System Application
4 Conclusion
References
Application of Virtual Technology in the Management of Computer Laboratories in Multi-campus Colleges and Universities
1 Introduction
2 Application of Virtualization Technology in Computer Laboratory
2.1 Virtualization Technology
2.2 Virtual Machine Software
2.3 Desktop Virtualization Technology
3 Advantages of Virtualization Technology in the Management of Computer Laboratories in Multi-campus Universities
3.1 Improve Management Efficiency
3.2 Reducing Management Cost
3.3 Management and Maintenance Work
3.4 Unified Desktop Environment
3.5 Data Information Security
3.6 Software Compatibility No Longer Limited
4 Application Exploration and Practice of Desktop Virtualization Technology
4.1 Desktop Virtualization Technology
4.2 Framework of Desktop Virtualization Technology
4.3 Application of Desktop Virtualization Technology in Computer Laboratory Construction
5 Summary
References
Construction of a New Home Decoration Design Network Sharing Platform
1 Introduction
2 New Home Decoration Design Network Sharing Platform
2.1 Definition of New Home Decoration Design Network Sharing Platform
2.2 New Home Decoration Design Network Sharing Platform Features
2.3 The Influence and Role of the New Home Decoration Sharing Platform
3 The Realization of the New Home Improvement Network Sharing Platform
3.1 Disadvantages of Traditional Home Improvement
3.2 The Necessity of Building a New Home Improvement Design Network Platform
3.3 Construction and Management of Information Sharing System
4 New Home Decoration Design Network Sharing Construction
4.1 Strengthening the Understanding of Information Construction in the New Decoration Sharing Platform
4.2 Establishment of LAN and External Promotion Website of the Platform
4.3 Developing Information Education to Train Information Talents
5 Conclusion
References
Dimension Reduction Algorithm of Big Data Based on Deep Neural Network
1 Introduction
2 Deep Learning Method Theory
2.1 Feature Transformation
2.2 Dimension Reduction
3 Dimensionality Reduction Model Based on DRBM
4 Simulation Experiment
4.1 Simulation Experiment
4.2 Simulation Analysis
5 Conclusion
References
Novel Method of Knowledge Database Data Mining by Association Rules Extraction Technology in Decision Tree
1 Introduction
2 Research on Extraction Method of Association Rules Based on Data Mining
3 Application and Analysis of Tree Pruning Technology in Decision Tree Method
4 Novel Method of Knowledge Database Data Mining by Association Rules Extraction Technology in Decision Tree
5 Conclusion
References
Influence of New Media Technology on the Transformation Path of Party Newspaper
1 Characteristics of Party Newspapers
1.1 Advantages of Party Newspapers
1.2 Disadvantages of Party Newspapers in the New Media Era
2 The Necessity of the Transformation and Development of Party Newspapers
2.1 Survival and Development Needs
2.2 Self Mission Responsibility
3 The Promoting Role of New Media Technology in the Transformation of Party Newspapers
3.1 The Role of Innovative Ideas
3.2 The Role of Technological Innovation
3.3 The Innovative Function of Operational Mode
4 Ways for Party Newspapers to Adapt to the Development of New Media Technology
4.1 King Content
4.2 Technical Support
4.3 Structural Reform
5 Conclusions
References
Application of NB Technology in IoT
1 Overview of the IoT
2 Application of NB-IoT Technology in Smart Manhole Cover
3 Application of NB-IoT Technology in Intelligent Streetlight
4 Application of NB-IoT Technology in Smart Home
5 Application of NB-IoT Technology in Intelligent Logistics
6 Conclusion and Prospect
References
Implementation of Medical Disputes Information System
1 Introduction
2 Medical Dispute Information
3 Existing Problems
3.1 Restrictions on Exchange of Information
3.2 Short of Capital and Technology Investment
3.3 Non-standard Information System
4 Solutions and Suggestion
4.1 Unified Platform
4.2 Combined with Practical Application
5 Main Principles of Technology
6 Conclusion
References
Research and Implementation of RSA IP Core Based on FPGA
1 Introduction
2 RSA Algorithm
3 Montgomery Fast Modular Multiplication Algorithms
4 Design
4.1 Module Control
4.2 Module Inverter
4.3 Module ModExp
5 Simulation
6 Synthesis
7 Conclusion
References
Innovation and Entrepreneurship Education in Higher Vocational Colleges Under the Background of “Internet+”
1 Introduction
2 Existing Circumstances of Innovation and Entrepreneurship Education
3 The Construction of the Innovation and Entrepreneurship Education System
3.1 Construction the Curriculum System
3.2 Constructing the Entrepreneurial Practice
3.3 Constructing Network Platform
4 Summary
References
Influencing Factors and Adaptive Strategies of Electric Power Demand in the “New Normal” Environment of Economy Operation
1 Introduction
2 Influencing Factors of Electric Power Demand in the “New Normal” Environment of Economy Operation
2.1 Demand-Side Factors
2.2 Supply-Side Factors
2.3 Energy Structure Adjustment
3 Adaptive Strategies of Electric Power Demand in the “New Normal” Environment of Economy Operation
3.1 Striving for Related Policies for Electric Power Substitution
3.2 Improving the Service Level of Electricity Consumption in the Tertiary Industry
3.3 Expanding the Electricity Market and Paying Attention to the Development Quality
4 Summary
References
Application of Intelligent Control in Medical Education
1 Introduction
2 Significance of Intelligent Control in Medical Education
2.1 Analysis of Teaching Effect
2.2 Cultivation of Students’ Ability of Scientific Research
3 Existing Problems and Solutions of Intelligent ECS
4 Simulation Teaching Integrates Knowledge and Professional Skills
5 Developing Comprehensive Teaching Programs
6 Academic Steering Committee
7 Conclusion
References
Network Security and Intelligence Analysis Based on Big Data
1 Introduction
2 Big Data Technology Applied in Network Security and Intelligence
2.1 Big Data Processing Technology
2.2 Big Data Analysis Technology
3 The Application of Big Data Technology in Network Security and Intelligence Analysis
3.1 Network Anomaly Detection
3.2 Network Security Situational Awareness
3.3 Cyber Threat Intelligence Analysis
4 Research Trends in Network Security and Intelligence Analysis
4.1 Research on Advanced Network Threat Discovery Methods
4.2 Research on Complex Network Attack Prediction
4.3 Research on Network Security Threat Situational Awareness Technology
4.4 Threat Intelligence Acquisition and Perception Issues
5 Conclusion
References
Conflict and Balance Between Big Data Investigation and Personal Information Protection
1 Introduction
2 Application Requirements for Investigative Measures in the Context of Big Data
2.1 Application Theory of Investigative Measures in the Context of Big Data
2.2 Feasibility of Application of Investigative Measures in the Context of Big Data
3 Reasons for Conflicts Between Big Data Investigation Mode and Citizens’ Personal Information Protection
3.1 The Lack of Law, the Protection of Personal Information Rights Is Difficult to Find Legal Basis
3.2 The Risk of Disclosure and Theft of Citizen Information Data in the Big Data Detection Mode
3.3 Investigator’s Ideological Cognition in the Big Data Investigation Mode
4 Protection of Citizens’ Personal Information Rights Under the Big Data Investigation Mode
4.1 Introduce Relevant Laws to Protect the Protection of Citizens’ Personal Information Rights
4.2 Strictly Regulate the System of Acquisition, Inspection and Use of Citizens’ Personal Information by Investigators
5 Conclusion
References
Influence of “Internet +” on the Development of Campus Baseball and the Countermeasure
1 Introduction
2 Problems Existing in Traditional Campus Baseball
2.1 Traditional Campus Baseball Teaching Is not Conducive to the Cultivation of Special Skills
2.2 Traditional Campus Baseball Teaching Is not Conducive to the Cultivation of Tactical Consciousness
3 The Development of Campus Baseball in the Era of “Internet +”
3.1 Establishment of Intelligent Baseball Teaching System on Campus
3.2 Application of Internet Teaching Methods
3.3 Establish a New Teaching Quality Assessment System
4 Conclusion
References
Application of the Computer Aided Drawing in the Wall Painting Artistic Creation
1 Characteristic and Connotation of the Computer Aided Drawing Technology
2 Application Background of the Computer Aided Drawing in the Art Creation of Wall Paintings
3 Application Method of the Computer Aided Drawing in the Wall Painting Art Creation
4 Application Strategy of the Computer Aided Drawing in the Wall Painting Art Creation
4.1 Application in the Descriptive Geometry
4.2 The Application in the Reading Combination Solid View
4.3 Design Steps
5 Conclusion
References
Accurate Model of the Internet Financial Poverty Alleviation Based on the Multi-agent and the Data Mining
1 Definitions and Characteristics of the Multi-agent System and the Data Mining
1.1 Definition and Characteristics of the Multi-agent System
1.2 Definition and Characteristics of the Data Mining
2 Design Background of the Precise Model of the Internet Financial Poverty Alleviation Based on the Multi-agent and the Data Mining
3 Key Points of the Accurate Model of the Internet Financial Poverty Alleviation Based on the Multi-agent and the Data Mining
4 Precise Model of the Internet Financial Poverty Alleviation Based on the Multi-agent and the Data Mining
4.1 Model Evaluation Criteria
4.2 Selection of the Test Data Sets
4.3 Model Evaluation and Comparison
5 Conclusion
References
Construction of the Integrated Network Service Platform for Smart City Community Home Care Under the Background of “Internet+”
1 Construction Background of the Comprehensive Network Service Platform for the Smart City Community Home Care Under the Background of the “Internet+”
1.1 Status Quo of the Internet + Home Care
1.2 The Dilemma of the Home Care for the Aged in the Era of the Internet+
2 Construction of the Integrated Network Service Platform for the Smart City Community Home Care Under the Background of the “Internet+”
3 Construction of the Integrated Network Service Platform for the Smart City Community Home Care Under the Background of the “Internet+”
3.1 Living Service Platform
3.2 Platform for Seeking Medical Advice
3.3 Community Announcement Platform
3.4 Technical Proposal
3.5 Operation Design
4 Conclusion
References
Mountain Monitoring System Based on the Digital Photogrammetry and the Component GIS
1 Design Background of the Mountain Monitoring System
2 GIS Overview
2.1 Significance of the GIS Data Updating
2.2 Main Contents of the GIS Data Updating
3 Principle of the Digital Photogrammetry
4 Mountain Monitoring System Based on the Digital Photogrammetry and the Component GIS
4.1 System Goals
4.2 Design of the Slope Monitoring Database
4.3 System Function Module
4.4 Key Technologies of the System Implementation
4.5 Component GIS Technology
5 Conclusion
References
Simulation Study on the Geographical Adaptability of the Large-Scale Cultural Buildings in Shanshui Cities Based on the VR Technology
1 Application of the VR Technology in the Geographical Adaptability Simulation of Large Cultural Buildings in Shanshui Cities
2 Geographical Adaptability Simulation of the Large-Scale Cultural Buildings in Shanshui Cities Based on the VR Technology—A Case Study of Chongqing Grand Theater
2.1 Basic Situation of Chongqing Grand Theatre
2.2 Architectural Design
2.3 Structure
2.4 Ventilation and Heat Dissipation
2.5 Lightning and Rain Protection
2.6 Seismic Resistance
3 Research on the Geographical Adaptability of the Large-Scale Cultural Buildings in Shanshui Cities Based on the VR Technology
4 Conclusion
References
The Innovation of the Mobile Intelligence Terminal in Foreign Language Teaching Under the Background of the Internet
1 Terminal Technologies in the Background of the Mobile Internet
1.1 Touch Screen Technology
1.2 Voice Processing Technology
2 The Application Background of the Mobile Intelligence Terminal in Foreign Language Teaching Under the Background of the Internet
3 Changes in the Application of the Mobile Intelligence Terminals in the Foreign Language Teaching Under the Background of the Internet
3.1 The Changes of Students’ Thinking and Behavioral Patterns
3.2 Increased Difficulty in the Classroom Teaching Management
3.3 Teaching Objectives and Tasks Are Difficult to Accomplish
3.4 Students’ Identity with Teachers Decreased
4 Innovation Strategies of the Mobile Intelligence Terminals in the Foreign Language Teaching Under the Background of the Internet
4.1 English Vocabulary Learning Based on the Mobile Internet
4.2 Creating English Contexts with Smart Phones
4.3 Socialize the English Teaching Methods
5 Conclusion
References
Design of the Ideological and Political Education Platform for College Students Based on the Mobile App
1 Design Background of the Ideological and Political Education Platform for College Students Based on the Mobile App
2 Design Necessity of the Ideological and Political Education Platform for College Students Based on the Mobile App
2.1 Campus APP Develops Rapidly
2.2 The Campus APP Meets the Requirements of the Carrier Construction of the Ideological and Political Education
3 Design of the Ideological and Political Education Platform for College Students Based on the Mobile App
3.1 Expanding the Time and Space of the Ideological and Political Education for College Students
3.2 Enriching the Contents of the Ideological and Political Education for College Students
4 Design Strategies of the Ideological and Political Education Platform for College Students Based on the Mobile App
4.1 Setting up the News Block in the Mobile App Platform
4.2 Establishing the Application Plate of Student’s Learning and Life
4.3 Setting up the Download Thematic Section
4.4 Establishment of the “Volunteer” Experience Plate
4.5 Establishing the Credit System of Reward and Achieving the Combination of the Teaching Practice
5 Conclusion
References
Application Effect of the Computer Remote Network System in the Comprehensive ICU Nursing Intervention Mode
1 The Method and Contents of the ICU Nursing Intervention Model
2 Application of the Computer Remote Network System in the Comprehensive ICU Nursing Intervention Model
2.1 Application of the Computer Remote Network System in the ICU Nursing Intervention Model
2.2 Design Ideas of the ICU Information Management System
2.3 Basic Framework of the ICU Information Management System
2.4 Application of the ICU Information Management System
3 Application Effect of the Computer Remote Network System in the Comprehensive ICU Nursing Intervention Mode
4 Conclusion
References
Application of the Computer Database Software in the ICU Nursing Medical Records Administration
1 Application Background of the Computer Database Software in the ICU Nursing Medical Record Administration
2 Application Value of the Computer Database Software in the ICU Nursing Record Administration
3 Application Measures of the Computer Database Software in the ICU Nursing Record Management
4 Discussion
References
Design and Research of the Intelligent Aquaculture Monitoring System Based on the Internet of Things
1 Intelligent Aquaculture Monitoring System Based on the Internet of Things
2 Design Function of the Intelligent Aquaculture Monitoring System Based on the Internet of Things
2.1 Monitoring Function of the Aquaculture Environment
2.2 Monitoring Function of the Growth Status of Aquaculture Animals
3 Design and Research of the Intelligent Aquaculture Monitoring System Based on the Internet of Things
3.1 Problems to Be Solved by the System
3.2 The Overall Design Objective of the System
3.3 Overall Composition of the Aquaculture Monitoring System
3.4 Information Monitoring of the Aquaculture Monitoring System
3.5 Intelligent Center of the Aquaculture Monitoring System
4 Test Results
5 Conclusion
References
Curative Effect Observation of the Computer-Controlled Rapid Three-Dimensional Traction for Prolapse of Lumbar Intervertebral Disc
1 Application of the Computer-Controlled Rapid Three-Dimensional Traction in the Treatment of Prolapse of Lumbar Intervertebral Disc
2 Treatment of the Prolapse of Lumbar Intervertebral Disc by the Computer Controlled Rapid Three-Dimensional Traction
2.1 Treatment Group
2.2 Control Group
2.3 Specific Preparation
3 Treatment of the Prolapse of Lumbar Intervertebral Disc with the Computer-Controlled Rapid Three-Dimensional Traction
4 Curative Effect Observation of the Computer-Controlled Rapid Three-Dimensional Traction for the Prolapse of Lumbar Intervertebral Disc
5 Conclusion
References
Computer Simulation Generation of the Humanized Music Timbre
1 Production Technology of Timbre
1.1 From the Wave Meter Timbre to the Sampled Timbre
1.2 From the Monotone Sampling to the Loop Sampling
1.3 Acquisition of the Accompanying Noise
1.4 From the Single Playing Method to the Multiple Playing Methods
2 Application of the MIDI Controller
2.1 Software MIDI Controllers
2.2 Hardware MIDI Controllers
2.3 Timbre Performance and Real-Time Control
3 Virtual Playing Tool
3.1 Playing Detection Tools
3.2 Application of the Humanized Effect Instrument
4 Conclusion
References
Application of the Japanese Teaching Methods Based on the Network Multimedia
1 The Application Background of the Japanese Teaching Method Based on the Network Multimedia
2 Advantages of the Network Multimedia in Japanese Teaching
3 Application Mechanism of the Japanese Teaching Method Based on the Network Multimedia
3.1 Using the Multimedia to Innovate the Teaching System
3.2 Make Full Use of the Multimedia Technology to Open up the Second Classroom
3.3 Using the Modern Information Technology to Develop the Networked Japanese Teaching
4 Conclusion
References
On the Network Security Prevention Under the Development of the Information Technology
1 The Background of the Network Security Prevention Under the Development of the Information Technology
2 Current Situation of the Network Security Under the Development of the Information Technology
3 Common Network Security Strategies Under the Development of the Information Technologies
3.1 Physical Security Policy
3.2 Access Control Strategy
3.3 Information Encryption Strategy
3.4 Network Security Management Strategy
4 Conclusion
References
Molecular Action Mechanisms of the Traditional Chinese Medicine in the Treatment of Rheumatoid Arthritis Based on the Computer Simulation
1 Introduction
2 Study on the Molecular Action Mechanisms of the Traditional Chinese Medicine in the Treatment of the Rheumatoid Arthritis Based on the Computer Simulation
2.1 Material Science
2.2 Experimental Method
2.3 Curative Effect Evaluation
2.4 Treatment Method
2.5 Observation Index
3 Discussion
4 Conclusion
References
Design and Teaching Reform of Interactive Multimedia Courseware for Mechanical Drawing
1 Basic Preparation of the Interactive Multimedia Courseware for Mechanical Drawing
1.1 Applicable Tool Software
1.2 Material Acquisition for the Courseware Use
1.3 Necessary Ancillary Tools
2 Design Principles and Requirements of the Interactive Multimedia Courseware for Mechanical Drawing
2.1 Design Principles
2.2 Courseware Interactive Design
2.3 Courseware Design
3 Design and Teaching Reform of the Interactive Multimedia Courseware for Mechanical Drawing
3.1 Teaching Reform of Mechanical Drawing
3.2 Design of the Interactive Multimedia Courseware for Mechanical Drawing
4 Conclusion
References
Design and Implementation of the News Practice Teaching Platform Based on JavaWeb
1 The Design Background of the News Practice Teaching Platform Based on JavaWeb
2 Design Contents of the News Practice Teaching Platform Based on JavaWeb
3 Design and Implementation Mechanism of the News Practice Teaching Platform Based on JavaWeb
3.1 Technical Introduction
3.2 Basic Characteristics of JSP
3.3 JSP Runnin Environment
3.4 System Development Requirements
3.5 System Development Environment
3.6 System Analysis and Design
4 Conclusion
References
Research on Wi-Fi Signal Coverage and Quality of Urban Rail Transit
1 Introduction
2 Kunming Urban Rail Transit Operating Platform
3 Conclusion
References
Design of the Fuzzy Comprehensive Evaluation Platform for Sunshine Sports in Colleges and Universities Based on the Campus Network
1 Design Contents of the Fuzzy Comprehensive Evaluation Platform for Sunshine Sports in Colleges and Universities Based on the Campus Network
1.1 Evaluation of the Students’ Learning
1.2 Evaluation of the Teachers’ Teaching
1.3 Evaluation of the Curriculum
2 Design Background of the Fuzzy Comprehensive Evaluation Platform for Sunshine Sports in Colleges and Universities Based on the Campus Network
2.1 Providing the Decision-Making Service for Sunshine Sports
2.2 Satisfying the Diversified Demand of the Students’ Participation in Sunshine Sports
2.3 Realizing the Optimal Allocation of the School Sports Resources
3 Design Thoughts of the Fuzzy Comprehensive Evaluation Platform for Sunshine Sports in Colleges and Universities Based on the Campus Network
3.1 Fuzzy Comprehensive Evaluation Theory
3.2 Establishment of a Fuzzy Evaluation Matrix for Each Evaluation Objective of a Scheme
3.3 Get the Result Set of the Evaluation Targets
3.4 Several Key Problems in the Application of the Fuzzy Comprehensive Evaluation Method
3.5 Management System of Sunshine Sports
4 Conclusion
References
The Validity of Computer Technologies in Promoting College Students’ Entrepreneurship Education Based on the E-commerce
1 Validity Evaluation Direction of Computer Technologies Promoting College Students’ Entrepreneurship Education Based on the Electronic Commerce
1.1 Entrepreneur Evaluation
1.2 Evaluation of the Entrepreneurship Projects
1.3 Entrepreneurial Environmental Assessment
2 Validity Research Indicators of Computer Technologies Promoting College Students’ Entrepreneurship Education Based on the E-commerce
2.1 Research on the Validity of Computer Technologies in Promoting College Students’ Entrepreneurship Education Based on the E-commerce
2.2 Effectiveness Index of the Computer Technologies Promoting College Students’ Entrepreneurship Education Based on the E-commerce
3 Computer Technology Based on the Electronic Commerce Promotes the Innovative Strategy of College Students’ Entrepreneurship Education
3.1 Take the Ideological Education as a Guide to Stimulate the Entrepreneurship Awareness
3.2 Promoting the Entrepreneurship Through the Extracurricular Activities
3.3 Taking the Base Construction as the Carrier to Strengthen the Entrepreneurship Ability
3.4 Correct Selection of the Entrepreneurship Project, Direction and Mode
4 Conclusion
References
Application of Internet of Things Technology in Industrial Automation Control
1 Application Background of the Internet of Things Technology in the Industrial Automation Control
2 Application of the Internet of Things Technology in the Industrial Automation
2.1 Industrial Application Direction of the Internet of Things Technology
2.2 Application of the Internet of Things Technology in the Energy Saving and the Emission Reduction
2.3 Application of the Internet of Things Technology in the Product Informatization
3 Application and Promotion of the Internet of Things Technology in the Industrial Automation Control
3.1 Application of the Internet of Things Technology in the Product Informatization
3.2 Application of the Internet of Things Technology in the Safe Production
3.3 Application of the Internet of Things Technology in the Production and Manufacturing
3.4 Application of the Internet of Things Technology in the Business Management
4 Conclusion
References
The Application of Transmission Technology in Information and Communication Engineering
1 Quote
2 A Comprehensive Interpretation of the Transmission Technology
2.1 Introduction to the Concept of Transmission Technology
2.2 Channel Classification
3 The Type of Channel Determines Its Scope of Application
4 Introduction to the Characteristics of Transmission Technology
5 Introduction of Communication Engineering Related Concepts
6 The Transmission Technology Included in the Communication Engineering Is Introduced in Detail
6.1 PDH and SDH Transmission Technology
6.2 WDM and ASON Transmission Technology
6.3 Short-Distance Transmission Technology
6.4 Long Distance Transmission Technology
6.5 Application of Transmission Technology in All-in-One Computers
7 The Future Development Direction of Transmission Technology Is Discussed
7.1 Development of Current Transmission Technology in the Future
7.2 Exploration of Optical Communication Technology
7.3 The Arrival of the Era of Big Data
8 Conclusion
References
The Financial Data Prediction System Based on the Recurrent Neural Network
1 The Connotation of the Recurrent Neural Network
2 Analysis of the Types and Characteristics of the Financial Data
3 Feature Extraction of the Financial Data
3.1 Construction of the Decision Tree
3.2 Data Visualization Technology
3.3 Data Crawler Technology
4 Financial Data Prediction System Based on the Recurrent Neural Network
4.1 Optimal Crawler Algorithm
4.2 Incremental Reptilian Strategy
4.3 Data Separation Algorithms Between the Window and the Target
5 Conclusion
References
Design of the “Studio System” Practical Teaching Platform for Advertising Major Based on the Network Resources
1 Design Background of the “Studio System” Practical Teaching Platform for Advertising Major
2 Design Concept of the “Studio System” Practical Teaching Platform for Advertising Majors
2.1 Ideas and Thoughts on the Practical Teaching of Advertising Majors
2.2 Contents and Methods of the Practical Teaching in Advertising Majors
3 Design Strategies of the “Studio System” Practical Teaching Platform for Advertising Majors Based on the Network Resources
3.1 Pay Attention to the “Three-Point Teaching” in the Classroom Teaching
3.2 Draft Comparison of the Simulated Proposals
3.3 “Replace Practice with Competitions” and Combine the Contents of the Courses with the Advertising Competitions
3.4 Actively Construct the “Second Classroom”
3.5 Strengthen the Teaching Operation and Management of the “Studio System” and Form a Long-Term Mechanism
4 Conclusion
References
The Transformer Substation Scenario Modeling and Visual Perception Visualization System
1 Application Background of the Substation Scenario Modeling and Visual Perception Visualization System
2 Intelligent Requirements of the Substations
3 Analysis of the Transformation Substation Scenario Modeling and Visual Perception Visualization System
3.1 Mathematical Model
3.2 Model Analysis
3.3 SAVM System of the Transformation Substation
4 Conclusion
References
Library Information Resources Sharing Model Resources Based on Network
1 An Overview of the Library Information Resource Sharing Model
1.1 Subordinate Information Sharing Model
1.2 Alliance Information Resource Sharing Model
1.3 Social Information Resource Sharing
2 The Problems of the Library Information Resource Sharing Model Resources Based on the Network
2.1 Concepts and Institutional Issues
2.2 Financial Problems
2.3 Obstacles to the Sharing of the Network Information Resources
3 Constructing Resource Mechanism of the Library Information Resource Sharing Model Based on the Network
3.1 Constructing the Socialized Guarantee System of the Information Resource Sharing in the Digital Libraries
3.2 Perfecting the Information Resource Sharing Guarantee System of Digital Libraries
3.3 Perfecting the Research and Application of Laws and Regulations
3.4 Perfecting the Technical Guarantee Mechanism
3.5 Paying Attention to Perfecting the Information Security Guarantee Mechanism
4 Conclusion
References
College Tennis Teaching Based on the Multimedia Platform
1 The Background of the Tennis Teaching Reform in Colleges and Universities Based on the Multimedia Platform
1.1 Deficiencies in the Teaching of the Tennis Course in Colleges and Universities
1.2 Teaching Value of the Tennis Course in Colleges and Universities Based on the Multimedia Platform
2 Teaching Requirements of the Tennis Course in Colleges and Universities Based on the Multimedia Platform
2.1 Determine the Technical Design Requirements of the Multimedia Teaching Platform
2.2 Principles of Developing the Multimedia Courseware for Tennis Courses
3 Teaching Mechanism of the Tennis Course in Colleges and Universities Based on the Multimedia Platform
3.1 The Overall Framework of the Design
3.2 Application of the Tennis Teaching Technology in Colleges and Universities Based on the Multimedia Platform
3.3 Constructing the Diversified Curriculum Content System
4 Conclusion
References
Application of the Internet-Based Remote Monitoring in Cardiac Nursing Patients
1 Materials and Methods
1.1 General Information
1.2 Methods
1.3 Criteria for Determination
1.4 Statistical Methods
2 Application of the Internet-Based Remote Monitoring in the Cardiac Nursing Patients
2.1 Overview of the Internet-Based Remote Monitoring System
2.2 Psychological Support
2.3 Respiratory Monitoring
2.4 Nursing Care of Patients with the Ventilator After the Operation
3 Conclusion
References
Design of the Innovative Teaching Platform for College English Linguistics Teaching Based on the Network Technology
1 The Background of the Design of the Innovative Teaching Platform for College English Linguistics Based on the Network Technology
2 Design Value of the Innovative Teaching Platform for College English Linguistics Teaching Based on the Network Technology
3 Design of the Innovative Teaching Platform for College English Linguistics Teaching Based on the Network Technologies
3.1 Functions of the Network Teaching Platform
3.2 Design of the Network Teaching Contents
3.3 Focus on the Teaching Research and Innovation
4 Conclusion
References
The Application of Big Data Analysis in College Computer Education
1 Big Data Characteristics
2 Application Values of the Big Data Analysis in College Computer Education
2.1 The Perfect Integration of “Teaching” and “Learning”: Construction and Sharing of the Educational Information Resources
2.2 High Efficiency and Facility of “Teaching” and “Learning”: Construction of the Digital Teaching Environment
2.3 Mutual Assistance of “Learning” and “Learning”: Construction of the Digital Learning Environment
3 Implementation Requirements of the University Computer Education in the Big Data Environment
4 Application Strategy of the Big Data Analysis in the College Computer Education
4.1 Strengthening the Construction of the Teaching Staff
4.2 Optimizing the Curriculum Setting of Subjects
4.3 Perfecting the Subject Teaching Methods
5 Conclusion
References
Impact Model of the Brand Cross-Border Cooperation from the Perspective of the Big Data
1 The Background of the Brand Cross-Border Cooperation from the Perspective of the Big Data
2 Common Types of the Brand Cross-Border Cooperation from the Perspective of the Big Data
2.1 A Model Oriented by the Audience Perception
2.2 Brand Communication Model from the Perspective of the Social Stakeholders
2.3 Brand Community Communication Model
3 Analysis of the Impact Model of the Brand Cross-Border Cooperation from the Perspective of the Big Data
4 Conclusion
References
Intervention Effect of Mindfulness Based Cognitive Therapy on College Students Dependent on Online Games in the Internet Era
1 Objects and Methods
1.1 Grouping Conditions
1.2 Diagnostic Criteria
1.3 Psychological Intervention
1.4 Observation Indicators
1.5 Tool
1.6 Research Method
1.7 Statistical Method
2 Results
2.1 Scores of the Scales Before and After the Intervention
2.2 Genus Analysis of the Interview Manuscripts
2.3 Outline of Results
3 Discussion
References
Interpretation Technology of the Risk Causes of Management Based on Eigenvalue Disturbance
1 Eigenvalue Perturbation
2 Management Data Mining Based on the Eigenvalue Disturbance
3 Operational Management Risks and Causes of the Operational Management Risks
4 Interpretation Technology of the Risk Causes of Management Based on the Eigenvalue Disturbance Combining Information Technology
4.1 The External Market Environment Is Constantly Changing, and the Internal Managers of Enterprises Do Not Pay Enough Attention to the Prevention of the Financial Risks
4.2 The Characteristics of the Enterprises’ Industry and the Financial Risks Caused by Their Decisions
4.3 Lack of the Perfect Internal Control Management System in the Industrial Enterprises
4.4 Lack of the Perfect Risk Prevention Mechanism in Enterprises
5 Conclusion
References
Design of the Art Education Platform Based on the Multimedia Network
1 Design Advantages of the Art Education Platform Based on the Multimedia Network
2 Design Requirements of the Art Education Platform Based on the Multimedia Network
2.1 The Model of the Network Teaching Platform
2.2 Framework Requirements of the Teaching Platform
3 Design Thoughts of the Art Education Platform Based on the Multimedia Network
3.1 Overall Design of the Network Teaching Platform
3.2 Database Design of the Network Teaching Platform
3.3 Security Design of the Network Teaching Platform
4 Conclusion
References
Implementation of Large-Scale English Speaking Test Based on P2P
1 Introduction
2 Methods and Materials
3 The Composition of Large-Scale Online English Speaking Test System Based on Computer Network
4 Networked English Speaking Test Implementation
5 Prospects for Oral Test in Computer Network Environment
6 Conclusion
References
Simulation Analysis of the Life Cycle of the Tire Industry Cluster Based on the Complex Network
1 Global Tire Industry and the Development Characteristics of China’s Tire Industry
2 Complex Network Model of the Industrial Cluster
3 Simulation Analysis of the Tire Industry Cluster Life Cycle Based on the Complex Network
4 Conclusion
References
Design of the Comprehensive Evaluation Model for Operating Risks of Power Grid Companies in Competitive Environment
1 Operating Status and Risks of the Power Grid Companies Under the Competitive Environment
2 What Is the Comprehensive Evaluation?
3 Establishment of the Comprehensive Evaluation Model for the Operating Risks of the Power Grid Companies Under the Competitive Environment
3.1 Power Generator Market Strength
3.2 Risk of Electricity Fee Recovery
3.3 Uncertainty Risk in the Load Forecasting
3.4 Risk of the Large User Direct Power Supply
3.5 Risk Analysis of the Electricity Purchase
4 Selection of the Comprehensive Evaluation Method for the Operating Risks of Power Grid Companies Under the Competitive Environment
5 Conclusion
References
The Coding Technology of Operation and Management Risk Characteristics Based on the In-Depth Learning
1 Research Background
2 Operation Supervision Center
2.1 The Impact of Disasters or Severe Weather on the Operation of the State Grid
2.2 Potential Risks from Major Holidays
3 Major Accident Risks in Daily Operation
3.1 Marketing Department
3.2 Finance Department Risks
3.3 External Operating Risks of Enterprises
4 Research Theory of the Characteristic Coding
5 Technical Proposal
6 Application Case
6.1 Practice Methods
6.2 Evaluation Methods and Effect
7 Conclusions
References
The Evaluation Algorithms of the Computer Aided Instruction System Based on the New Media
1 Characteristics of the New Media CAI System
2 The Structure of the Computer Aided Instruction System Based on the New Media
2.1 The Overall Framework of ITS Based on the Network
2.2 System Flow
3 Research on the Evaluation Algorithms of the Computer Aided Instruction System Based on the New Media
4 Conclusion
References
The Application of the Big Data Age and the Artificial Intelligence in the Computer Network Technology
1 Artificial Intelligence Technology and Its Development
1.1 Artificial Intelligence
1.2 Development Status of the Artificial Intelligence
1.3 Application Significance of the Artificial Intelligence
2 Big Data Era and the Application Direction of the Artificial Intelligence in the Computer Network Technology
2.1 Artificial Intelligence in the Network Security
2.2 The Agent Technology Promotes the Quality of the Computer Network Information Services
2.3 Overall Expansion in All Fields
2.4 Intelligent Reasoning and Intelligent Operation
3 Big Data Era and the Application of the Artificial Intelligence in the Computer Network Technology
3.1 Processing and Integration of the Multi-channel Information in the Computer Networks
3.2 Application of the Artificial Intelligence in the Network Management
3.3 Application of the Artificial Intelligence in the Enterprise Management and Teaching
3.4 Application of the Intrusion Detection Technology
4 Conclusion
References
Network Security Entity Recognition Methods Based on the Deep Neural Network
1 Connotation and Application of the Deep Neural Network
2 Process and Research Status of the Network Security Entity Recognition Based on the Deep Neural Network
2.1 Entity Recognition Process
2.2 Research on the Entity Recognition
3 Network Security Entity Recognition Method Based on the Deep Neural Network
3.1 Attention-Based
3.2 A Small Amount of the Labeled Data
3.3 A Method Based on the Deep Neural Network
4 Conclusion
References
Application of the Internet of Things Technology in the Urban Ecological Protection and Environmental Rehabilitation
1 The Characteristics and Connotation of the Internet of Things Technology
2 Application Background of the Internet of Things Technology in the Urban Ecological Protection and Environmental Rehabilitation
2.1 Urban Ecological Destruction and the Causes of the Environmental Pollution
2.2 Application Direction of the Internet of Things Technology in the Urban Ecological Protection and Environmental Rehabilitation
2.3 Experience of the Environmental Monitoring and Governance in Western Countries
3 Application of the Internet of Things Technology in the Urban Ecological Protection and Restoration
3.1 Application of the Internet of Things Technology in the Urban Ecosystem
3.2 Application of the Internet of Things Technology in the Land Use and the Water Ecology
3.3 Application of the Internet of Things Technology in the Energy Conservation, Energy Utilization and Atmospheric Pollution
4 Conclusion
References
Construction of Knowledge Mapping Computing Framework Under Big Data
1 Research Method
1.1 The Introduction of Research Software
1.2 Data Collection
2 Data Analysis
2.1 Hotspots Analysis
3 Chronological Analysis
4 The Situation of Research Cooperation
5 Discussion
5.1 It Is More Sensitive to Relevant Policies
5.2 Research Has Close Contact with the Disciplines of Their Own Disciplines
5.3 There Is Little Cooperation Among Researchers
References
Dynamic Information Management System of Agricultural Economy Based on WebGIS
1 Dynamic Information Management System of the Agricultural Economy Based on WebGIS
1.1 Communication Technology
1.2 Database Technology
1.3 Efficient Computing Technology
2 Application of the Dynamic Information Management System of Agricultural Economy Based on WebGIS
3 Design Mechanism of the Dynamic Information Management System for the Agricultural Economy Based on WebGIS
3.1 Overall Framework
3.2 Key Technologies
4 Conclusion
References
Application of the Cloud Real-Time Interactive Response System in College English Reading Teaching Platform
1 Current Situation of the College English Reading Teaching
2 Application Status of the Interactive Response System
3 Application of the Interactive Response System in the College English Reading Teaching Platform
3.1 “Voting Questionnaire” Causes Students’ Cognitive Conflict
3.2 Consideration of the Collective and the Individual Feedback
4 Conclusion
References
Service Products and App Design of Public Diocese in Colleges and Universities
1 Educational and Social Needs Promote Innovation of Public Diocese in Colleges and Universities
2 Service Status of Public Diocese in Colleges and Universities
3 Analysis of College Public Diocese Service Based on Systematic Whole Process Experience
3.1 Pre-experience Pre-service
3.2 Services in Experience
3.3 Experienced Services
4 Service Design of Public Diocese in Colleges and Universities
4.1 Basic Objectives of Service Design in Public Diocese
4.2 Public Diocese Service Blueprint
4.3 Design of Guidance System in Public Diocese
4.4 Public Product Design in Public Diocese
4.5 Public Diocese APP Design
5 Conclusion
References
Software Elderly-Oriented Interaction and UI Design from the Perspective of Service Design
1 Information Technology Drives the Development of Services
1.1 Changes in Service Form and Content
1.2 Pain Points and Needs of the Elderly
2 Analysis of Cognitive Perception of the Elderly
3 Comparisons of Design and Development of Elderly-Oriented Software and Service Design
4 Design Principles of Elderly-Oriented Software
4.1 User-Centered, User Experience-Based
4.2 Pay Attention to the System and the Whole Process
4.3 Expanding Resources and Integrating Innovation
5 Conclusion
References
Application of Fuzzy Algorithm’s Equal Flow Information Sampling Technique in Smoke Concentration Monitoring
1 Introduction
2 Research Method
3 Hardware System Construction
4 Monitoring Application
5 Conclusion
References
Design of Human Resource Management System in the Background of Computer Big Data
1 Introduction
2 Problems of Current Human Resource Management for Chinese Enterprises
2.1 Fossilization of Human Resource Management Model
2.2 Human Resource Managers Are Backward in Thinking
2.3 Human Resource Management in the Big Data Era Is Shocked
3 Design of Human Resource Management System in the Background of Big Data
3.1 Development Architecture Design
3.2 Design Scheme Based on SOA Architecture
3.3 The Characteristics and Advantages of Human Resource Management System
4 Conclusions
References
Research on Intellectual Property Protection of Industrial Innovation Under the Background of Big Data
1 Introduction
2 Analysis on Technological Innovation of Manufacturing Industry in China Under the Industrial Background
3 Suggestions on Intellectual Property Protection Under Big Data
3.1 Suggestions on Strengthening the Protection of Software Intellectual Property Rights
3.2 Suggestions on Improving Intellectual Property Protection of Internet of Things
3.3 Suggestions on Customization of Intellectual Property System
4 Conclusions
References
Foreign Language Teaching and Intercultural Communicative Based on Network Environment and Cloud Computing Platform
1 Introduction
2 Introduction to Intercultural Communication
3 The Importance of Intercultural Communication in College English Teaching
4 The Lack of Cultural Education in Language Teaching
5 Conclusion
References
Design of P2P English Teaching Platform Based on Network Technology and Streaming Media
1 Introduction
2 Methods and Materials
3 Analysis and Discussion
3.1 An Analysis of the Present Situation
3.2 Two System Design
4 Conclusion
References
Waterfront Recreational Landscape Planning and Ecological Protection Based on Cloud Computing and Neural Network Evaluation
1 Introduction
2 Principles and Strategies of Waterfront Recreational Landscape Planning
2.1 Design Principles
2.2 Design Strategy
3 BP Neural Network Model
3.1 BP Neural Network
3.2 LM Algorithm
4 Evaluation of Waterfront Recreational Landscape
4.1 Evaluation Method
4.2 Judgment Process
4.3 Standardization of Score Value
4.4 Result and Analysis
5 Conclusions
References
Analysis of Rural Labor Transfer Based on Network Data Mining and Financial Time Series Statistics
1 Introduction
2 Research Method
3 Analysis of Agricultural Labor Transfer
4 Analysis and Discussion
5 Conclusion
References
Technical Structure Factors of the Teams in the 2018 Russia World Cup Based on Cloud Computing Artificial Intelligence
1 Introduction
2 Sports Cloud Platform Overview
2.1 Performance Analysis
2.2 Construct the Sports Cloud Platform Based on Virtual Reality
3 Results and Discussion
3.1 Technical Factor Structure Analysis
3.2 Factor Analysis
4 Conclusion
References
3D Reconstruction Method of Waterfront Recreational Landscape Space Based on Artificial Intelligence and Fuzzy Algorithms
1 Introduction
2 Principle of Accurate Measurement and Modeling for Three-Dimensional Landscape
3 The Technique Basis for the Proposed Method
3.1 The Artificial Intelligence Technique
3.2 The Information Retrieval Model
4 Simulation Experiment
4.1 Establishment of Evaluation Index
4.2 Experimental Result
5 Conclusions
References
Research on Computer Network Information Security and Protection Countermeasure in Big Data Era
1 Introduction
2 Adaptive Network Security Situational Awareness Model Based on Large Data
2.1 Offline Module
2.2 Online Module
2.3 Data Stream Module
3 Experimental Results and Analysis
3.1 Main Steps and Procedures of the Experiment
3.2 Training Generation Template
3.3 Result Analysis
4 Conclusion
References
Intelligent Security Patrolling System of the Robot Based on Improved Encryption Algorithm
1 Introduction
2 The Overview
2.1 Research Status of Patrol System at Home and Abroad
2.2 Encryption Technology Status
3 Intelligent Security Patrol System Design
3.1 An Overview of the System
3.2 The Secure Design of Electronic Patrol System
3.3 Software Design of Patrol Terminal
4 Summary and Outlook
References
Integration of Information Technology and Teaching in Vocational Colleges Based on Computer Big Data System
1 Introduction
2 Optimal Model of Information Development of Education and Teaching Management in Colleges and Universities
3 Information Process of Education and Teaching Management in Colleges and Universities Based on Large Data Technology
3.1 Large Data Extraction Algorithm
3.2 Data Maintenance Algorithm of Teaching Management Information
3.3 A Sample Reconstruction Algorithm for Teaching Management Information Processing Center
3.4 The Optimal Updating Algorithm of Large Data in Teaching Management Information
4 Experiment and Result Analysis
5 Conclusion
References
Research on Private Cloud System Architecture and User Data Security Based on Simulation
1 Introduction
2 Construction Process of Data Security Risk Assessment Index System
2.1 Private Cloud Introduction
2.2 Optimization Training of Data Security Risk Assessment
3 Numerical Simulation Results and Analysis
4 Conclusion
References
Artificial Intelligence and Deep Learning Application in Evaluating the Descendants of Tubo Mgar Stong Btsan and Social Development
1 Introduction
2 Research and Introduction of Artificial Intelligence
2.1 Principles of Artificial Intelligence
2.2 Introduction of Artificial Intelligence
3 The Political Career of Gardongzan
4 The Decline of the Gar Family
5 Conclusion
References
Analysis of Digital Media Art Teaching Innovation Based on Network and Cloud Computing
1 Introduction
2 Digital Media Art Design Analysis
2.1 Digital Media Art Design
2.2 Digital Technology
3 Digital Media Art Design Evaluation System
3.1 Evaluation System Construction
3.2 Research Tools and Methods
4 Empirical Analysis
4.1 Digital Media Art Design Learning Evaluation
4.2 Improvement of Teaching Performance
5 Conclusion
References
Application of Big Data Intelligent Algorithms in Enterprise Security Risk Control
1 Introduction
2 Risk Cycle Assessment Model
3 The Construction of Network Risk Automatic Identification System
3.1 Distribution and Representation of Experimental Data
3.2 Experimental Results and Analysis
4 Conclusion
References
Application of Network Cloud Resources in College English Listening Class
1 Introduction
2 Application Method Design of Network Resources in College English Listening Class
2.1 Choose Listening Teaching Materials
2.2 Establish Listening Teaching Strategies
2.3 Design the Listening Teaching Process
3 Experimental Demonstration and Analysis
3.1 Data Preparation
3.2 Comparison Test Results
4 Conclusions
References
Design of Japanese-Assisted Translation Teaching System Based on Cloud Computing and Intelligent System
1 Introduction
2 Overall Frame Model
2.1 Description of Development Environment of Japanese-Aided Instruction System
2.2 Description of Development Environment and Analysis of Function Structure
3 Algorithm Design of Japanese-Aided Instruction
4 Experimental Test Analysis
5 Conclusions
References
Risk Control System of Construction Engineering Based on Data Mining and Artificial Intelligence Technology
1 Introduction
2 Data Mining Technology
2.1 Concept of Data Mining
2.2 Rules of Data Mining Technology
3 Risk Control of Construction Engineering Based on Data Mining Technology
4 Experiment
4.1 Experimental Data and Algorithm Environment
4.2 Analysis of Results
5 Conclusion
References
Training Mode of Cross-Border E-commerce Japanese Translators Based on Neural Network
1 Introduction
2 Cross-Border E-commerce Talent Training Organization System
3 Cross-Border E-commerce Talent Training System Construction
3.1 Cross-Border Electrical Business Talent Enterprise Training System
3.2 Cross-Border Electrical Business Talent Higher Education System
4 Training of Japanese Translation Talents in Enterprises
4.1 Characteristics of Japanese Translation
4.2 Training of Japanese Translation Talents
5 Conclusion
References
Application Research of Artificial Intelligence in Medical Information System
1 Introduction
2 The Status Quo and Development Trend of Hospital Information Construction
2.1 The Status Quo of Information Construction
2.2 Development Trend
3 Definition and Key Technologies of Artificial Intelligence
3.1 Basic Definition
3.2 Key Technology
4 Application of Information System
4.1 Before Diagnosis
4.2 In Diagnosis
4.3 After Diagnosis
5 Conclusion
References
Discussion on the Application of 5G Network UAV in Public Security of Smart Cities
1 5G Network Connected Drone
1.1 Introduction
1.2 5G Network Connected Drones Expected to Achieve the Function
2 5G Network Connected Drones in Smart City Applications
2.1 Description of the Application Scenario
2.2 Overall Plan
2.3 Communication Capability Requirements
3 Problems and Solutions
3.1 The Problem
3.2 Solution
4 Conclusions
References
Drug Management System Based on RFID
1 Introduction
2 Intelligent Monitoring Cabinet
2.1 Overview
2.2 Research and Development of Intelligent Monitoring Cabinet
2.3 Main Functions of Drug Management System
2.4 Feasibility and Benefit Analysis
3 Conclusions
References
Object Recognition and Content Abstraction of Surveillance Video
1 Introduction
2 Video Event Detection
3 Content Abstraction Implementation
4 Experiment and Results
5 Conclusion
References
Real-Time Image Processing System
1 Introduction
2 Intelligent Video Accelerated Retrieval
2.1 The Process of Target Detection Based on FPGA
2.2 Background Removal Algorithm
2.3 Real-Time Face Detection
2.4 Structured Description of Intelligent Information
3 Conclusions
References
Research on Data-Driven Safety Level Assessment System of Refining and Chemical Enterprises
1 Introduction
1.1 Problems with Traditional SLA Systems
1.2 Reasons for Studying Data-Driven Safety Level Assessment Techniques
1.3 The Aim, Contributions, and Framework of This Study
2 The Connotation and Establishment Process of Data-Driven SLA System
2.1 The Connotation of Data-Driven SLA System
2.2 Key Indicators of Safety Management Based on Accidents Data
2.3 Using the Entropy Weight Method to Establish the Indicator Weight
2.4 Improving the Indicator Weight Based on Page-Rank Method
3 Applications
4 Discussion on Limitations and Future Research Directions
4.1 Main Limitations
4.2 Directions for Future Research
5 Conclusions
References
Research on Evaluation Technology of Police Robot Video and Image Application
1 Introduction
2 Main Application Types
2.1 Face Detection and Recognition Algorithm
2.2 Object Detection Algorithm
3 Evaluation Indexes
3.1 Evaluation Indexes of Face Detection and Recognition Algorithm
3.2 Evaluation Indexes of Object Detection Algorithm
4 Conclusion
References
Study on Action Recognition of Drilling Overflow Detection Based on Deep Learning Algorithm
1 Technical Ideas
2 Establishment of Video Monitoring Layout Optimization Algorithm in Drilling Field
3 Human Behavior Detection Based on Deep Learning
3.1 Establishment of Deep Learning Model
3.2 Model Learning and Training
3.3 Model Performance Evaluation
3.4 Establishment of Alarm Rules
4 Test Result
5 Conclusion
References
Thoughts of Artificial Intelligence Enhanced Smart Community Management
1 Trends of Modern Smart Communities
2 Requirements of Community Comprehensive Management
2.1 Community Intelligence Safety Linkage and Preventive Ability
2.2 Community Active Management and Intelligent Emergency Response Capabilities
2.3 Community Smart Personality Service Model
3 Technology Ideas and Characteristics of Artificial Intelligence Smart Community Enhancement
3.1 Construction of Digital Twin Communities
3.2 Key Technologies of Artificial Intelligence Smart Community Enhancement
3.3 Artificial Intelligence Enhanced Smart Community Management Platform
4 Conclusion
References
Disk-Based High Dimensional Index Structure
1 Introduction
2 Technical Route
2.1 Memory Index Establishment
2.2 Disk Index Mapping
2.3 Index Structure Query
3 Experimental Result
3.1 Experimental Data Set
3.2 Experimental Result
References
Semantic Marking Method of Video Scene Based on 3D Convolutional Neural Network
1 Introduction
2 Background Details
2.1 Traditional Video Scenario Semantic Segmentation Method
2.2 Convolutional Neural Network
3 Semantic Marking of Video Scene Based on 3D Convolutional Neural Network
3.1 Overall Framework
3.2 Construct 3D Convolutional Neural Network
3.3 Supervoxels
4 Experiment and Conclusion
References
Research on Test Technology of Intelligent Algorithm for Police Robot Vision System
1 Introduction
2 Some Data Process Applications
2.1 Image Retrieval Algorithm
2.2 Behavior Detection and Recognition Model
3 Test Methods
3.1 Test Index of Image Retrieval Algorithm
3.2 Evaluation Index of Behavior Detection and Recognition Algorithm
4 Conclusion
References
Data Encryption Transmission and Authentication Scheme Based on Blockchain Technology
1 Introduction
2 Prerequisite Knowledge
2.1 Diffie-Hellman Algorithm
2.2 RSA Algorithm
2.3 Blockchain Authentication Mechanism
3 System Scheme Design
3.1 Preset Information
3.2 Sender Validation Module (Fig. 1)
3.3 Receiver Validation Module (Fig. 2)
3.4 Key Exchange (Fig. 3)
3.5 Message Sending (Fig. 4)
4 Summary
References
Privacy Protection in Blockchain Systems: A Review
1 Introduction
2 Threats for Blockchain Privacy
2.1 Disclosure of User Identity
2.2 Disclosure of Transaction Data
3 Blockchain Privacy Protection Scheme
3.1 Data Distortion Technique
3.2 Data Encryption Technology
3.3 Data Off-Chain Technology
4 Conclusion
References
Model Selection and Estimation in INAR(P) Model Based on Lasso Class
1 Introduction
2 INAR(p) Model and Lasso
3 INAR(P) Based on Lasso Class
4 Real Count Data Example
4.1 The Data
4.2 Model Selection and Estimate in Lasso
4.3 Model Selection and Estimate in Adaptive Lasso
5 Conclusion
References
484442_1_En_243_Chapter_OnlinePDF.pdf
243 Retraction Note to: Application of Weighted Gene Co-expression Network Analysis in Biomedicine
Retraction Note to: Chapter “Application of Weighted Gene Co-expression Network Analysisin Biomedicine” in: C. Huang et al. (eds.), Data Processing Techniques and Applications for Cyber-PhysicalSystems (DPTA 2019), Advances in Intelligent Systems and Computing 1088, https://doi.org/10.1007/978-981-15-1468-5_93