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Innovative Computing

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Table of Contents

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    Book Overview
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    Chapter 1 A Computer-Aided Diagnostic System to Detect Polyp in Computed Tomographic Colonography Images
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    Chapter 2 Image Classification Model Using Deep Learning on the Edge Device
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    Chapter 3 The Implementation of Facial Symmetry Assessment Before and After Orthognathic Surgery Using Transfer Learning
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    Chapter 4 An Analysis of the Relationship Between Career Decision-Making Self-efficacy and Career Selection Anxiety of Senior Students
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    Chapter 5 File Management Based on Decision System in Human Resource Optimization
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    Chapter 6 Operation Strategy of Power System Based on Energy Internet
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    Chapter 7 Development of a New Type of Personnel Attendance Machine
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    Chapter 8 Analysis of the Influence of Extracurricular Knowledge on College Students’ Values Based on Knowledge Mapping Theory
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    Chapter 9 Construction of the University’s Intelligent Teaching Model Based on Mobile Technology—Take the Reform of English Curriculum at Chengdu Neusoft College as an Example
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    Chapter 10 Promotion Path of Children’s Literary Works Reading in the New Media Age
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    Chapter 11 Development Status and Trend of IoT Communication Technology
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    Chapter 12 Suspension System Based on PID Control
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    Chapter 13 Public Service of Retired Personnel in Colleges and Universities in the Internet Era
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    Chapter 14 A Review of the Development and Future Trends of Data Mining Tools
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    Chapter 15 Intelligent Power Consumption Monitoring Device Based on Single-Chip Microcomputer
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    Chapter 16 Weibo Public Opinion Monitoring System Based on Sensitive Information Mining
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    Chapter 17 Calculus Teaching Method Based on Artificial Intelligence Application
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    Chapter 18 Application of Disk Burning Technique on Human Centrifuge Data Manage
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    Chapter 20 Rural Retirement Destination Project Recommendation and Project Development Based on Big Data Analysis
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    Chapter 21 Application of Computer “Virtual Reality” Technology in College Physical Training
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    Chapter 22 Relationships Among Latent Growth Curve Model, Statistic Power, and Sample Size
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    Chapter 23 Fault Feature Extraction of Rotating Machinery by Using EMD and ICA
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    Chapter 24 Fault Feature Extraction of Diesel Engine by Using Ensemble EMD and Morphological Fractal Dimension
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    Chapter 25 Analysis of Diet Nutrition of Long-Distance Runners Based on Big Data Monitoring
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    Chapter 26 Multi-source Cooperative Dispatching Technology for the AC/DC Hybrid Grid
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    Chapter 27 Application of Computer Intelligent Control Technology in Physical Education Teaching
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    Chapter 28 License Plate Character Segmentation Algorithm in Intelligent IoT Visual Label
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    Chapter 29 Computer Simulation on the First Secretary of Poverty Alleviation
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    Chapter 30 Construction of School-Enterprise Cooperation Training Platform for Preschool Education in the “Internet +” Era
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    Chapter 31 Design and Implementation of Intelligent Garage Monitoring System
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    Chapter 32 Numerical Control Machine Tool State Monitoring System Based on Multidimensional Information
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    Chapter 33 Capacity Building of Urban Community Mutual Volunteer Assistance for the Aged in Hangzhou Based on Intelligent Cities
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    Chapter 34 Application of Mobile Learning in College English Teaching Under the Background of “Internet +”
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    Chapter 35 Standard Influence Evaluation Model Based on SVM—GB Is Affected by ISO
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    Chapter 36 Innovative Research on Painting Appreciation Education Based on Big Data
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    Chapter 37 Professional Teaching Improvement from the Perspective of Teaching Diagnosis Reform
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    Chapter 38 Strategy of Promoting the Competitiveness of Homestay Under the Background of “Internet+”
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    Chapter 39 Construction of Agricultural Products Marketing System in the Computer Age
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    Chapter 40 Analysis of the Communication Characteristics and Audience Usage Requirements of Animation Apps
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    Chapter 42 Discussion on Constructing a New System of Pharmacy Experiment Teaching in “Internet +” Teaching
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    Chapter 43 Construction of Intelligent Library Self-service and Management System of College
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    Chapter 44 Development Situation of Integrated Space-Terrestrial Network and Investigation on Key Technologies of Space-Based Communication
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    Chapter 45 Application of High-Throughput Sequencing Data Mining in Comparison of Gene Expression Profile in Renal Cell Carcinoma and Normal Renal Cell by RNA-Seq
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    Chapter 46 Malfunction Diagnosis of Scrolling Bearing Based on CS-BP
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    Chapter 47 College Oral English Teaching Method Based on Information Technology
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    Chapter 48 Exploration on Reform of Online and Offline Mixed Ideological and Political Teaching Mode in Higher Vocational Colleges
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    Chapter 49 Practice on Teaching Reform and Innovation of the CAD Course
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    Chapter 50 Mine Cable Fault Precision Locator Based on Atmega16 and FPGA Technology
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    Chapter 51 Comprehensive Evaluation of High-Quality Development of Advanced Manufacturing Industry Based on Entropy Method
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    Chapter 52 Analysis of the Mechanism of Financing Constraints Affecting Financial Flexibility Based on Big Data
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    Chapter 53 Analysis of Hotspots in Domestic Internet Public Opinion Research in Recent Six Years
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    Chapter 54 Traffic State Division of Typical Two-Phase Intersection Based on Informational Split Analysis
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    Chapter 55 Improved Metric-Learning in Artificial Intelligence
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    Chapter 56 An Intelligent Diagnosis Algorithm for Oxygen Decompressor Manufacturing Process
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    Chapter 57 Design of Sensible Antenna Engineering Parameters System
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    Chapter 58 HVAC System Design Based on Electromechanical Technology Transformation
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    Chapter 59 Electric Energy Substitution Analysis of Typical Industries Based on Grey Theory
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    Chapter 60 Information Service Quality Evaluation Attribute Based on “Cargo Carpooling” Platform
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    Chapter 61 Development and Application of Visual Virtualization Tourism Crafts in Northern Guangxi
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    Chapter 62 Bayesian Spatial–Temporal Models for Drug Abuse
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    Chapter 63 A Novel Range-Free Grid Localization Algorithm Based on Support Vector Machine in Wireless Multimedia Sensor Networks
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    Chapter 64 Inversion Model Design of Chlorophyll a Based on BP Neural Network and Remote Sensing Image
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    Chapter 65 Self-learning Model of Knowledge Under Uncertain Conditions
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    Chapter 66 Classification of Students’ Body Shape Based on Deep Neural Network
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    Chapter 68 Hardware Key of Ultrasonic Detector
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    Chapter 69 Based on the GPS Terminal Highly Dependent on the Efficient Processing of Large Data Upstream and Downstream Data
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    Chapter 70 Specialized Crowd Garment Design Model Based on Information Technology
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    Chapter 71 Target Detection Experiment Method and Process Based on YOLOV3
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    Chapter 72 Analysis the Service Quality of China’s Service Industry in 2018
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    Chapter 73 The Design of Intelligent Teaching System in Universities Based on Internet of Things and Virtual Reality Technology
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    Chapter 74 Design of Centralized Control System for Polymerization Reactor Based on STM32
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    Chapter 75 Construction and Application of Data Warehouse Project of an Automobile Sales Company
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    Chapter 76 Innovation of College Counselor’s Work Against Internet + Live Broadcast
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    Chapter 77 Online Monitoring and Assessment System For Air Compressor Energy Efficiency Based on Wireless Data Transmission
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    Chapter 78 On Protection Strategies for Computer Network Information Security and Its Key Technologies
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    Chapter 79 An Exploration on College English Writing Teaching Innovation in the Age of Big Data
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    Chapter 80 Home Endowment Service Individuation Forecast Multi-dimensional Data Analysis
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    Chapter 81 Analysis of Web Log Mining Based on Association Rule
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    Chapter 82 Analysis of Association Rules of Investment Risk and Accounting Based on Artificial Intelligence Model
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    Chapter 83 Teaching Exploration on Computer Technology and Computational Thinking Based on CDIO Concept
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    Chapter 84 Network Intrusion Detection Based on Improved Decision Tree
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    Chapter 85 Development Trend Analysis of Association Standards
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    Chapter 86 The Reform of the Training Mode of Art Design Talents in Vocational Education in the Context of Artificial Intelligence
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    Chapter 87 Application and Research of Artificial Intelligence Technology in Sports
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    Chapter 88 Research and Implementation of Teaching and Experiment System of Artificial Intelligence Specialty
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    Chapter 89 Target Tracking Problem Based on Visual Image
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    Chapter 90 Discussion and Analysis on the Application of Artificial Intelligence in the Field of Competitive Sports
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    Chapter 91 Innovation and Entrepreneurship Education from the Perspective of Artificial Intelligence
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    Chapter 92 Campus Landscape Design Under the Background of Internet +
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    Chapter 93 Coupling Synchronization of HIV Model
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    Chapter 94 Design and Application of Automatic Report Form Generation by OPC Data Collection Technology in Iron and Steel Enterprises
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    Chapter 95 An Optimization Model on the Problem of Shared Bicycle Operation in Beijing Based
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    Chapter 96 Construction of New Cultural and Creative Intelligent Data Platform in Changbai Mountain
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    Chapter 97 Application Analysis of Blockchain in the Field of Finance
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    Chapter 98 The Application of Artificial Intelligence Technology in Physical Education
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    Chapter 99 Brief Discussion on the Promotion of 5G to the Internet of Things
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    Chapter 100 An Improved Algorithm of Mixed Cooperative Filter Recommendation Based on Project and User
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    Chapter 101 Control Method of Bionic Robot
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    Chapter 102 Dynamic Community Recognition Algorithm Based on Node Embedding and Linear Clustering
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    Chapter 103 On Visual Arts Education Based on Network Information Technology
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    Chapter 104 Design Strategy of Wearable Equipment Based on Smart Home Pension System
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    Chapter 105 Network Security Performance Analysis Based on Netflow
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    Chapter 106 Intelligent Image Segmentation and Circular Rectangle Dichotomy Defogging Algorithm
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    Chapter 107 Design and Implementation of Urban Traffic Flow Resource Data Management System Based on Deep Learning Algorithm
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    Chapter 108 AI Finance and Blockchain Combine Medical Finance
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    Chapter 109 Design of Laboratory Control and Management System Based on Cloud Service
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    Chapter 110 Traffic Planning Method of Smart City Based on Network Optimization
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    Chapter 111 Intelligent Dispatching Platform Based on “Cargo Carpooling”
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    Chapter 112 Thoughts on the Relationship Between Artificial Intelligence and Philosophy
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    Chapter 113 Optimization Strategy of Online Store Marketing Based on Consumer Satisfaction
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    Chapter 114 Control Method of Energy Saving and Loss Reduction of Power Grid
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    Chapter 115 Analysis of Knowledge Map Characteristics of College Students with Constructing Correct Values
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    Chapter 116 Contrasts of University Teachers’ Development on Technology Skills Between China and Australia
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    Chapter 117 Construction of Innovation and Entrepreneurship Curriculum System Based on New Media Technology
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    Chapter 118 Impact of Internet of Things on Computer Communication Networks
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    Chapter 119 Hybrid Filtering Recommendation System for Libraries
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    Chapter 121 Characteristic of Network Attention for Rural Tourism Based on Big Data
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    Chapter 122 Development Strategy of Rural Ecotourism Based on “Internet +”
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    Chapter 123 Measurement of Cross-Border E-commerce Convenience Level in Countries Along the Belt and Road Initiative
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    Chapter 124 Informatization Innovation for Agricultural Products Marketing Under the Background of “Internet +”
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    Chapter 125 Problems and Countermeasures in the IP Construction of Domestic Animation
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    Chapter 126 Ways and Countermeasures to Improve Collaborative Capacity of Virtual Maker Space
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    Chapter 127 Introduction of Video Analysis Technology in Basketball Teaching Under the Background of “Internet +”
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    Chapter 128 Up-Regulated Genes in Cell Cycle Pathway of ccRCC Discovered by High-Throughput Sequencing Data Mining
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    Chapter 129 Computer-Aided Inspection and Quality Control System for Automotive Parts
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    Chapter 130 Short-Term Wind Speed Forecasting Based on PSO-ELM
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    Chapter 131 Practice of Informatization and Flipped Classroom in Technical Courses
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    Chapter 132 Evaluation of Competitiveness of Coastal Cities Based on Global Factor Analysis Model
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    Chapter 133 Survey on Hotspots and Frontiers of Online Public Opinion at Home and Abroad
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    Chapter 134 Employing Machine Learning Algorithms for Stock Index Prediction
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    Chapter 135 On the Sustainable Development of Folk Handicraft Culture Based on Multimedia Technology
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    Chapter 136 Design and Application of Spatial Mapping Object Model Driven by GIS
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    Chapter 137 Talent and Urban Development Based on Gray Prediction Model
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    Chapter 138 Data Retrieval Model of Sports Score Using Cloud Computing
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    Chapter 139 Regional Food Safety Testing Risk Analysis and Early Warning Research
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    Chapter 140 Development and Application of Intelligent System in Mechatronics Control
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    Chapter 141 Platform with Intelligent Repair and Fast Power Fault Disposal Support Based on Panoramic Data
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    Chapter 142 Standardization of Trade Logistics and Its Enlightenment
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    Chapter 143 Application of Artificial Intelligence in Higher Vocational English Teaching in the Information Environment
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    Chapter 144 Architectural Decoration of Traditional Dwellings in Northeast China Under the Background of Big Data
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    Chapter 145 Transformation of Service Capacity of Local Think Tanks in Big Data
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    Chapter 146 Talking About the Application Analysis of Artificial Intelligence in the Financial Field
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    Chapter 147 Feasibility Analysis of Baseband Architecture for Multi-constellation GNSS Receiver
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    Chapter 148 On the Application of Artificial Intelligence Information
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    Chapter 149 Application of BP Neural Network Optimized by Stein Loss in Plant Identification
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    Chapter 150 Situational Oral English Teaching on Campus Network Information Platform Under the View of “Internet Plus”
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    Chapter 151 Application of Computer Technology to Human Resources Informatization Management Under the Background of Innovation and Entrepreneurship
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    Chapter 152 Performance Evaluation of High-Tech Enterprises’ Science and Technological Input Based on BP Neural Network
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    Chapter 153 Professional Application and Performance of SketchUp Software Under the Background of Innovation and Entrepreneurship
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    Chapter 154 Semi-supervised Learning of Database Annotated Data Clustering Method
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    Chapter 155 Design of Photographic Lighting Placement Virtual Platform Based on Multimedia Technology
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    Chapter 156 Detection and Failure Testing Methods of Automatic Transmission
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    Chapter 157 Design of Ultrasonic Reversing Radar Based on Single-Chip Microcomputer
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    Chapter 158 Application Strategies of Waste Sorting Facilities Based on Internet of Things
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    Chapter 159 Application of Computer Technology in English Micro-class Design
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    Chapter 160 Application of Virtual Reality Technology in the Experiment Teaching of Tourism Destination Crisis Management
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    Chapter 161 Financial Sharing Model Based on Block Chain Technology
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    Chapter 162 Analysis of Marketing Strategy of Enterprises in the Era of Big Data
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    Chapter 163 Innovation and Development of English Higher Education in the Era of “Internet +”
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    Chapter 164 Development of Informatization Innovation of University Education Management Under the Era of Big Data
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    Chapter 165 Entropy Weight Method and Fuzzy Network-Based Task Completion Rate Prediction Model
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    Chapter 166 Application of Mobile App in Japanese Language Learning System
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    Chapter 167 Visual Design Based on Internet and Information Technology Environment
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    Chapter 168 Physical Education in the View of Computer Multimedia
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    Chapter 169 Design and Realization of Electronic Fence Based on GPS Technology
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    Chapter 170 Effect of Vacuum Treatment on Water Migration in Surimi Gel
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    Chapter 171 Model of University Education Informationization Maturity from the Perspective of Management
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    Chapter 172 Power Big Data Distributed Retrieval System Based on Cloud Computing Technology
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    Chapter 173 Coordinated Development of Financial Development, Technological Innovation and High-Quality Economic Development—Empirical Analysis Based on Panel Data of Jiangsu Province in China
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    Chapter 174 A New Stylized Edge Generated by the Abstract ETF
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    Chapter 175 Application of Multimedia Network Technology in Gymnastics Teaching Under the Background of Internet
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    Chapter 176 Cross-Layer Transmission Variable Routing Measurement Model
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    Chapter 177 Real-Time Face Recognition Based on Dlib
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    Chapter 178 Smart Home Care Service Platform Based on Cloud Computing
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    Chapter 179 Application of Cloud Computing on Chinese Sports Leisure Industry
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    Chapter 180 Application Analysis of Computer Science and Automation Management System in School Physical Education
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    Chapter 181 Impact of Cloud Computing Data Model on “The Combination of Medical Care and Pension”
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    Chapter 182 Real-Time Expression Recognition Improvement System Based on Deep Learning
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    Chapter 183 Automatic Adjustment Method of Digital Electronic Controller Parameters Based on Big Data Analysis
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    Chapter 184 Realization of “Animated Image Processing” Open Teaching Platform
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    Chapter 185 XML Parsing Technique
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    Chapter 186 Application of “Internet + BIM” Technology in Intelligent Construction of Prefabricated Buildings
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    Chapter 187 Layout Optimization of Sponge Facilities Based on Suitability Evaluation of Sponge City
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    Chapter 188 Video Mapping Based on 3D Printing Model of Building
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    Chapter 189 Security Analysis of Anti-counterfeiting RFID for R&W Real-Time Data
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    Chapter 190 Seismic Performance Analysis of RC Frame Core Tube Structure Considering Floor Parameters
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    Chapter 191 Exploring the Determinants of Geographic Information System
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    Chapter 192 Design of Teaching System for Complex Skills Training Based on Desktop Virtual Reality System
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    Chapter 194 Necessity of Introducing ICIS Design into Enterprises in Network Economy Era
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    Chapter 195 A Solution Algorithm for Exploring Shop Scheduling Problems
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    Chapter 196 Influence of Sports APP on Sports Behavior of Public Sports Students in Sichuan Universities
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    Chapter 197 Multi-factor Fracturing Evaluation Template Based on Mathematical Statistic Methods
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    Chapter 198 Fault Line Selection and Location of Distribution Network Based on Fault Recording Data
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    Chapter 199 A Criterion Approach of Loop Closing Operation in Distribution Networks
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    Chapter 200 A Construction Framework Design of Smart Classroom in Universities Based on Pedagogy-Space-Technology Framework
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    Chapter 201 Generation Method of Binary Patterns Based on the Space-Time Combination with Projector Defocusing
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    Chapter 202 Threat Information Network Based on Link Prediction
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    Chapter 204 Philosophy Teaching Management Under the Information Environment
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    Chapter 205 Research and Design of Noise and Vibration Control Device for Substation Equipment
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    Chapter 206 MOOC Teachings of Chinese Culture for English Majors of Applied Universities Taking Anhui Sanlian University as an Example
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    Chapter 207 Situation and Suggestion of Nuclear Industry Standardization in China
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    Chapter 208 Research and Design of Personalized Recommendation System Model for Course Learning Based on Deep Learning in Grid Environment
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    Chapter 209 Growth Dynamics Computing of Carbon Fiber Industry Based on G-MEC Model Under the Background of Informationization
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    Chapter 210 Calculation of Fuzzy Control in MPPT of Photovoltaic Power Generation System
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    Chapter 211 Wireless Sensor Network Clustering Routing Protocol Based on Energy and Distance
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    Chapter 212 Teaching Reform of the “Stamping Forming Process and Die Design” Course Based on “Internet +”
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    Chapter 213 Research and Design of Student Party Member Development Recommendation Model Based on Grid Platform Deep Learning Mode
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    Chapter 215 The Application of OrCAD/PSpice Software in Electronic Circuit Analysis
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    Chapter 216 CNN Model Optimization Cheme and Applications
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    Chapter 217 Paper Counting Device Based on FDC2214
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    Chapter 218 Information Sharing and Corporate Intellectual Property Protection
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    Chapter 219 The Application of Intelligent Technology in Chinese Language Teaching
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    Chapter 220 Design and Implementation of Student Positioning Security Management Based on CDMA and GPSone Technology
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    Chapter 221 Big Data Analysis and Thinking on the Status Quo of Adaptation Education in University Freshmen
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    Chapter 222 Information Exchange Method of Ship Automatic Control Under Artificial Intelligence
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    Chapter 223 Scene Construction of High-Rise Building Fire Based on SIR Model
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    Chapter 224 Industry Rotation Phenomenon Under the Back of Information
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    Chapter 225 Development of Automobile Industry Technology Based on Patent Information
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    Chapter 226 Evaluation and Optimization of Green Building Based on BIM
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    Chapter 227 Construction Safety Production Evaluation Based on Cloud Model
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    Chapter 228 Prediction of Asphalt Pavement Fatigue Damage of Expressway Based on Deep Learning
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    Chapter 229 Information Milk Powder Traceability and Rationalization Sales System Based on Internet of Things
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    Chapter 230 Mixed Catering Recommendation Model Based on Context Awareness and User Interest
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    Chapter 231 Knowledge Graph Construction for Payment Data Risk Control
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    Chapter 232 Fashion Coordination System Based on Depth Camera Capture and Virtual Reality
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    Chapter 233 A Thermal Evaluation Method of Data-Driven Distribution Transformer
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    Chapter 234 Reform and Application of the Mixed Teaching Mode of Higher Mathematics Supported by Internet Courses
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    Chapter 235 Swelling Behavior and Antibacterial Property of Sericin/NIPAAm/AgNPs Semi-IPN Hydrogel
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    Chapter 236 Innovation and Practice of Software Engineering and Technical Personnel Training in the Mode of Official Industry and Learning
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    Chapter 237 How to Establish Correct Values Facing the Internet—New Challenges Faced by Ideological and Political Education in the New Era
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Title
Innovative Computing
Published by
Springer Singapore, August 2020
DOI 10.1007/978-981-15-5959-4
ISBNs
978-9-81-155958-7, 978-9-81-155959-4
Editors

Yang, Chao-Tung, Pei, Yan, Chang, Jia-Wei