2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City

Name: 2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City | Volume 1
Brand: Springer
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Volume 1

Mohammed Atiquzzaman Neil Yen Zheng Xu(Editor)

Springer (Publisher)

Published on 9. December 2021

XXIX, 1351 pages

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Mohammed Atiquzzaman obtained his M.S. and Ph.D. in Electrical Engineering and Electronics from the University of Manchester (UK). He currently holds the Edith Kinney Gaylord Presidential Professorship in the School of Computer Science at the University of Oklahoma and is a senior member of IEEE. He is the editor-in-chief of Journal of Networks and Computer Applications, founding Editor-in-Chief of Vehicular Communications, former co-editor-in-chief of Computer Communication and has served/serving on the editorial boards of IEEE Communications Magazine, IEEE Transactions on Mobile Computing, IEEE Journal on Selected Areas in Communications International Journal on Wireless and Optical Communications, Real Time Imaging journal, Journal of Communication Systems, Communication Networks and Distributed Systems and Journal of Sensor Networks. He also guest edited 12 special issues in various journals. He has served as symposium co-chairs for IEEE Globecom (2006, 2007, 2012, 2014, 2016) and IEEE ICC (2007, 2009, 2010, 2012, 2014, 2016) conferences, and co-chair of IEEE High Performance Switching and Routing Symposium (2011 and 2003). He also co-chaired NSysS (2016), DependSys (2015), ChinaComm (2008), and the SPIE Quality of Service over Next Generation Data Networks conferences (2001, 2002, 2003, 2005). He was the panels co-chair of INFOCOM'05 and is/has been in the program committee of numerous conferences such as INFOCOM, ICCCN, and Local Computer Networks. He serves on the review panels of funding agencies such as the National Science Foundation, National Research Council (Canada), and Australian Research Council (Australia). In recognition of his contribution to NASA research, he received the NASA Group Achievement Award for "outstanding work to further NASA Glenn Research Center's effort in the area of Advanced Communications/Air Traffic Management's Fiber Optic Signal Distribution for Aeronautical Communications" project. He received the IEEE 2018 Satellite and Space Communications Technical Recognition Award for valuable contributions to the Satellite and Space Communications scientific community, the IEEE 2017 Distinguished Technical Achievement Award in recognition of outstanding technical contributions and services in the area of communications switching and routing, and the IEEE 2020 Distinguished Service Award in recognition of outstanding service for the benefit and advancement of the IEEE Communications Society. Dr. Atiquzzaman received IEEE Fred W. Ellersick Prize for his paper entitled "Evaluation of SCTP for Space Networks". He has been invited to deliver keynote talks on over 40 international conferences around the globe, including USA, Brazil, Italy, Poland, Portugal, Australia, China, Taiwan, Malaysia, and Korea. He has been invited to deliver keynote talks in over 40 international conferences around the globe, including USA, Brazil, Italy, Poland, Portugal, Australia, China, Taiwan, Malaysia, and Korea. He is the co-author of the book "Performance of TCP/IP over ATM networks," co-edited 8 books, co-authored 5 book chapters, written 25 journal editorials, and has over 300 refereed technical publications, most of which can be accessed at www.cs.ou.edu/~atiq. His research interests are in satellite communications, wireless and mobile networks, vehicular networks, ad hoc networks, Quality of Service, and optical communications. His research has been funded by National Science Foundation (NSF), National Aeronautics and Space Administration (NASA), U.S. Air Force, Cisco, Honeywell, Oklahoma Department of Transportation, and Oklahoma Highway Safety Office through grants totaling over $10M.

Neil Y. Yen received Ph.D. degrees at Department of Human Informatics and Cognitive Sciences, Waseda University, Japan, and Department of Computer Science and Information Engineering, Tamkang University, Taiwan, in the year 2012, respectively. He is currently an associate professor at School of Computer Science and Engineering, University of Aizu, Japan. His current interests include human-centric computing (i.e., user modeling and understanding, social web, collaborative economy), big data (i.e., data/web mining, deep learning, statistical analysis), and anticipatory computing (i.e., prediction, recommendation, and well-being services). He is the founder of FC conferences and the editor-in-chief of International Journal of Social and Humanistic Computing and Human-centric Computing and Information Sciences.

Zheng Xu was born in Shanghai, China. He received the Diploma and Ph.D. degrees from the School of Computing Engineering and Science, Shanghai University, Shanghai, in 2007 and 2012, respectively. He is currently as an associate professor in Shanghai Polytechnic University, China. His current research interests include data mining, big data, social network. He has authored or co-authored more than 70 publications including IEEE Trans. on AutomationScience and Engineering, IEEE Trans. on Cloud Computing, IEEE Trans. on Emerging Topics in Computing, IEEE Trans. on Systems, Man, and Cybernetics-Part C, etc. He is the associate editor of IEEE Access, Springer DIOT, ECR journal, AutoSoft journal.

Content

Intro
Organization
Preface
Conference Program
BDCPS 2021 Keynotes
Contents
Data Mining and Statistical Modelling for Smart City
Application of Intelligent Ant Colony Algorithm in Rural Logistics Intelligent Distribution Route Planning
1 Introduction
2 Application of Swarm Intelligence Algorithm in Logistics Distribution Route Planning Under the Background of Rural Revitalization
2.1 Rural Logistics and Distribution Problems
2.2 Problem of Logistics Distribution Path
2.3 IACA
3 Experimental Research on Group Intelligence Algorithm in Logistics Distribution Path Planning Under the Background of Rural Revitalization
3.1 Swarm Intelligence Algorithm Structure Framework
4 Experimental Analysis of Group Intelligence Algorithm in Logistics Distribution Route Planning Under the Background of Rural Revitalization
4.1 Analysis of the Average Solution of CGA and IACA
4.2 Comparison of IACA with Other Algorithms
5 Conclusion
References
Sustainable Competitive Advantages of Chinese Online Travel Agents by RBV Model: A Data Based Analysis
1 Introduction
2 Literature Review
2.1 Industrial Analysis
2.2 RBV and Competitive Advantage
3 Methodology
3.1 Data Collection Method
3.2 Sample
3.3 Data Analysis Method
4 Result
4.1 Reliability Analysis
4.2 Validity Analysis
4.3 Variable Descriptive
4.4 Regression Analysis
5 Discussion
5.1 Digital Marketing
5.2 Cost Leadership
5.3 Payment Mode
5.4 Service Responsiveness
5.5 Product Variety
6 Conclusion
References
Kinematics Analysis of Aerobics Movement Decomposition Based on Multi-target Video Tracking Algorithm
1 Introduction
2 Multi-target Video Tracking Algorithm and Aerobics Movement Decomposition Kinematics Research
2.1 Feasibility Analysis of Multi-sport Target Video Tracking Application Aerobics Movement Decomposition Kinematics
2.2 Multi-moving Target Video Tracking Algorithm
3 Kinematics Experiment of Calisthenics Action Decomposition Based on Multi-sport Target Video Tracking Algorithm
3.1 Experimental Design
3.2 Experimental Procedure
3.3 Data Processing
4 Result Analysis
4.1 Analysis of Angle Parameters of Lower Limb Joints
4.2 Kinematics Analysis of Trunk Movement Links
5 Conclusions
References
Color Network System of Folk Painting Based on Fractal Algorithm Theory
1 Introduction
2 Theoretical Research on the Color Network System of Folk Painting Based on Fractal Theory Algorithm
2.1 Basic Knowledge of Fractal Theory
2.2 Software Development Platform
2.3 Software Implementation Model
3 The Realization of Color Network System of Folk Painting Based on Fractal Theory Algorithm
3.1 System Experiment Content
3.2 Process of Color Network System
4 Experimental Data Analysis of Folk Painting Color Network System Based on Fractal Algorithm Theory
4.1 System Equipment Data Analysis
4.2 Comparative Analysis of the Color Reproduction Process
5 Conclusion
References
Design of College Teaching Quality Evaluation Based on Apriori Algorithm
1 Introduction
2 Theoretical Research on the Design of University TQES Based on Apriori Algorithm
2.1 Evaluation Standard of Teaching Quality in Colleges and Universities
2.2 Discussion on the Requirements of TQES in Colleges and Universities
2.3 System Design of University TQES Based on Apriori Algorithm
3 Implementation of TQES Based on Apriori Algorithm
3.1 System Operation Environment
3.2 System Function Realization
4 Test of TQES Based on Apriori Algorithm
4.1 Software Testing
4.2 System Test
5 Conclusion
References
Panal Data Analysis on the Environmental Effects of Global Value Chains: Based on the Empirical Study of Chinese Industrial Panel Data
1 Introduction
2 Analysis of the Affecting Mechanism of Global Value Chain on Environment
2.1 Scale Effect
2.2 Composition Effect
2.3 Technique Effect
3 Model Establishment
4 Empirical Analysis Results
4.1 Data Source and Processing
4.2 Econometric Analysis Results and Their Economic Connotations
5 Conclusions
References
The Application of Fusion Algorithm in Automobile Machinery Manufacturing Control System
1 Introduction
2 Application of Fusion Algorithm in Automobile Machinery Manufacturing Control System
2.1 PI Control Algorithm
2.2 Improved Sliding Mode Control Algorithm
2.3 Improved ADRC Algorithm
2.4 Software and Hardware Design of PMSM Servo Control System Based on Algorithm Fusion
3 Experimental Simulation
3.1 Servo System Current Simulation
3.2 Speed Simulation of Servo System
3.3 Position Simulation of Servo System
4 Result Analysis
4.1 Analysis of Current Simulation Results of Servo System
4.2 Speed Simulation Results Analysis of Servo System
5 Conclusion
References
Path of Data Mining and Analysis Technology in New Energy Vehicle Business Model Innovation
1 Introduction
2 Data Mining Analysis Technology and New Energy Vehicle Business Model
2.1 Data Mining Analysis Technology
2.2 Current Business Model of New Energy Vehicles
2.3 The Basic Principle and Process of Cluster Analysis
3 Application Experiment of Data Mining Analysis Technology in the Innovation Path of New Energy Vehicle Business Model
3.1 Experimental Background
3.2 Experimental Method
3.3 Experimental Results
4 Analysis and Discussion of Experimental Results
4.1 Distribution of Traditional Business Models of Enterprises When Data Mining Technology is not Used
4.2 Research on the Path of Business Model Innovation for New Energy Automobile Companies Using Data Mining Technology
4.3 Problems Encountered During Use
5 Conclusions
References
Data Analysis and Application of Resource Search Algorithm in Basic Education Fairness
1 Introduction
2 Methods
2.1 Characteristics of P2P Network
2.2 Classical Resource Search Algorithm
2.3 The Impact of Injustice in Basic Education
3 Experiment
3.1 Data Sources
3.2 Algorithm Description
4 Discussion
4.1 Education Funding
4.2 Differences in Faculty
4.3 Targeted Suggestions
5 Conclusions
References
The Construction of the Influence Model of Artistic Creativity Based on AMOS Data Analysis
1 Research Motivation
2 Literature Review
3 Research Methods, Procedures and Assumptions
3.1 Research Structure
3.2 Research Hypothesis
3.3 Research Object
3.4 Research Tool
4 Analysis of Results
4.1 The Effect Verification of the Direct Effect of Innovation Atmosphere on Artistic Creativity
4.2 The Direct Effect of the Innovation Atmosphere on the Flow State and the Direct Effect of the Flow State on the Artistic Creativity
4.3 Mediation of Flow State
5 Conclusion and Suggestion
5.1 Innovation Atmosphere Has a Significant Positive Impact on Artistic Creativity
5.2 The Atmosphere of Organizational Innovation Has a Positive Impact on the State of Flow
5.3 Flow State Has a Positive Impact on Artistic Creativity
5.4 Flow State Plays a Completely Mediating Role in the Influence of Innovation Atmosphere on Artistic Creativity
References
The Construction of Mental Health Prediction Model Based on Data Mining Technology
1 Introductions
2 Research on Mental Health Status and Data Mining Technology
2.1 Factors Affecting Mental Health
2.2 Data Mining
2.3 Predictive Analysis Algorithm
3 Construction of Mental Health Prediction Model Based on Data Mining Technology
3.1 Data Source
3.2 Evaluation Index
3.3 Prediction Steps
3.4 The Order of the Degree of Influence of the Independent Variable Factors on the Dependent Variable
3.5 Prediction Model Establishment
4 Detection of Predictive Models
5 Conclusions
References
Influence of Big Data Statistical Analysis Technology on Informational Learning Mode
1 Introduction
2 Educational Informatization and Talent Training Mode in the Information Environment
2.1 Information Technology Environment
2.2 Reform of Talent Training Mode Under the Information Environment
3 Teaching Experiment of Talent Training Model in Informatization Mode
3.1 Effect Inspection Method
3.2 Experimental Subject
3.3 Knowledge Level Test Paper
3.4 Data Statistics
4 Teaching Experimental Results of Talent Training Model in Information Mode
4.1 Comparison of Previous Two Groups
4.2 Comparison of Two Groups After Implementation
5 Conclusions
References
3D Jewelry Design System Based on K-means Algorithm
1 Introduction
2 Jewelry 3D Design System Based on K-means Algorithm
2.1 Basic Principles of 3D Technology
2.2 Advantages of K-means Algorithm Application in Jewelry Design
2.3 3D Model Detail Optimization
3 Experiment
3.1 Interface Design
3.2 Login Module
3.3 Jewelry Attribute Selection Module
4 Discussion
5 Conclusions
References
The Development of Internet Plus Tourism Mode Based on Data Mining Technology
1 Introduction
2 The Development of IPT Based on DMT
2.1 IPT Development
2.2 IPT New Mode of Future Development Countermeasures
2.3 Related Analysis of DMT
3 Experimental Research
3.1 Research Object
3.2 Research Process Steps
4 Research and Analysis of the Development of IPT Based on DMT
4.1 User Search Content Analysis Under the New IPT Mode
4.2 User Search Mode Analysis Under the New IPT Mode
5 Conclusions
References
Multi-modal Medical Image Fusion Method Based on Multi-scale Analysis and PCNN
1 Introduction
2 Design of the Proposed Algorithm
2.1 Design of Multi-modal Medical Image Enhancement Method
2.2 Design of Multi-modal Medical Image Registration Method
2.3 Design of Multi-modal Medical Image Fusion Method
3 Simulation of the Proposed Algorithm
4 Conclusions
References
Analysis of Express Logistics Cost Control Under the Background of Big Data
1 Introduction
2 The Status of Yunda Express Logistics Cost Control
3 Problems in Yunda Express Logistics Cost Management
3.1 Labor Costs Are Enormous
3.2 The Construction of Logistics System is Imperfect
3.3 The Fixed Cost Control is not Reasonable
4 Measures to Improve Yunda Express Logistics Cost Control
4.1 Reduce the Labor Cost Consumption
4.2 Improving the Construction of Logistics System
4.3 Change the Cost Management Model
5 Conclusion
References
Medical Equipment Sales Management Prediction System Based on LSTM Algorithm
1 Introduction
2 Theoretical Research on Medical Equipment Sales Management Prediction System Based on LSTM Algorithm
2.1 Technical Support for Medical Equipment Sales Management Prediction of LSTM Algorithm
2.2 System Requirements Analysis
2.3 The Role of the Medical Device Sales Management Prediction Management System
3 Implementation of Medical Equipment Sales Management Prediction System of LSTM Algorithm
3.1 Overall System Structure
3.2 Client
3.3 System Detailed Design
4 Medical Device Sales Management Forecasting System Test Based on LSTM Algorithm
4.1 System Operation
4.2 System Test Results Data
5 Conclusion
References
Precision Poverty Alleviation System of Listed Companies Based on Multiple Neural Network Algorithms
1 Introduction
2 Increased Investment in Poverty Alleviation Reflects the Gradual Increase in the Awareness of Social Responsibility of Listed Companies
3 The Targeted Poverty Alleviation Strategy of Listed Companies Focuses on Combining with Their Own Resources to Reflect Commercial and Social Values
4 Artificial Neural Network Characteristics
5 Systematic Research on Precise Poverty Alleviation with Neural Network Algorithm
5.1 Research Method
5.2 Data Sources
5.3 Research Result
6 Conclusion
References
Optimization Processing of Auto Parts Spraying Scheme Based on Particle Swarm Optimization
1 Introduction
2 Linear Solution of the Spraying Model
3 Application and Optimization of Particle Swarm Optimization
4 Conclusion
References
Comparison of Two Models Based on Deep Neural Network Prediction
1 Introduction
1.1 Problem Analysis
1.2 General Assumption
2 ARIMA Model Establishment and Solution
2.1 ARIMA Model Establishment
2.2 Model Prediction and Analysis
3 LSTM Model Establishment and Solution
3.1 LSTM Model Introduction
3.2 LSTM Model Establishment
3.3 Model Prediction and Analysis
4 Comparative Evaluation of ARIMA Model and LSTM Model
4.1 ARIMA Model
4.2 LSTM Model
5 Conclusions
References
Model-Based Iterative Learning Control Algorithm and Its Simulation Research in Robot Point Position Control
1 Introduction
2 Research on Model-Based IIC Algorithm and Its Simulation Application in Robot Positioning Control
2.1 Basic Principles of Model-Based IIC
2.2 Open-Loop IIC and Closed-Loop IIC
2.3 Analysis of Robot Point Control System
2.4 Analysis of the Model-Based Iterative Algorithm in the Middle Simulation System of the Robot Point Control
3 Model-Based IIC Algorithm and its Simulation Experiment Research in Robot Positioning Control
3.1 Experimental Protocol
3.2 Research Methods
4 Model-Based IIC Algorithm and Its Simulation Experiment Analysis in Robot Positioning Control
4.1 Comparative Analysis of Robot Positioning Control System
4.2 Performance Analysis of Robot Point Simulation System Using Iterative Control Learning Algorithm
5 Conclusion
References
Application of Data Mining Technology in Regional Economic Analysis
1 Introduction
2 Theoretical Basis of Regional Research Based on DMT
2.1 DM Analysis Technology
2.2 Cluster Analysis
2.3 Regional Economy
3 Application Experiment PF Data Mining Technology in Regional Economy
3.1 Experimental Background
3.2 Experimental Process Steps
4 Experimental Analysis of DMT in Regional Economic Application
4.1 Analysis of the Status Quo of the Domestic Regional Economy
4.2 Analysis of Factors Affecting Regional Economy
4.3 Analysis of the Effect of DMT on the Regional Economy
5 Conclusion
References
Application of Big Data in the Excavation of Regional Cultural Resources in the Development of Theme Hotels
1 Introduction
2 Application of Big Data in the Excavation of Regional Cultural Resources in the Development of Theme Hotels
2.1 Apply Regionality to Hotels
2.2 Regional Culture in Hotel Design
2.3 Data Processing
3 The Experiment of Big Data in the Excavation of Regional Cultural Resources in the Development of Theme Hotels
3.1 Construction of Experimental Data Analysis Platform
3.2 The Specific Implementation Process of Regional Cultural Resource Excavation
4 Discussion of Big Data in the Excavation of Regional Cultural Resources in the Development of Theme Hotels
5 Conclusions
References
Using Computer Three-Dimensional Model System to Explore the Influence of Water-Rock Interaction on the Unloading Mechanical Properties and Microstructure of Sandstone
1 Introduction
2 Study on the Influence of Water-Rock Interaction on the Unloading Mechanical Properties and Microstructure of Sandstone
2.1 Classification of Water-Rock Interaction
2.2 Research on Compression of Bedding Sandstone Under Water-Rock Interaction
2.3 Three-Dimensional Model System
3 Experiment on the Influence of Water-Rock Interaction on the Unloading Mechanical Properties and Microstructure of Sandstone
3.1 Selection of Samples
3.2 Experimental Method
4 Discussion on the Influence of Water-Rock Interaction on the Unloading Mechanical Properties and Microstructure of Sandstone
5 Conclusion
References
Surface Quality Prediction Model of Crane Boom Based on Deep Learning
1 Introduction
2 Prediction Model of CB Surface Quality Based on Deep Learning
2.1 Ideological Characteristics of Deep Learning
2.2 The Necessity of SQP of CB
2.3 Factors Affecting Surface Quality of CB
2.4 CB Quality Prediction Model
3 Experimental Study
3.1 Subjects
3.2 Experimental Process Steps
4 Experimental Research and Analysis of Crane Jib SQP Model Based on Deep Learning
4.1 Crane Experimental Object Analysis
4.2 Comparison and Analysis of CB SQP and Measurement
5 Conclusions
References
Comprehensive Utilization Analysis of Geophysical Exploration Data Based on Data Mining Algorithm
1 Introduction
2 Data Mining Technology
2.1 Definition of Data Mining
2.2 Data Mining Process
3 Exploration Methods
3.1 Seismic Exploration Method
3.2 Transient Electromagnetic Method
4 Analysis of Geophysical Exploration Data
5 Conclusion
References
Spark for Data Mining of Massive Historical and Cultural Resources and Humanistic Smart City Construction
1 Spark Clustering Algorithm (KL Cluster)
1.1 Data Pre Clustering
1.2 The Formation Process of Distance Matrix
2 From Smart City to Humanistic Smart City
2.1 The concept of Humanistic Intelligent City
2.2 The Background of the Emergence of Humanistic Intellectual Job City
2.3 The Characteristics of Humanistic Intelligent City
3 Interactive Relationship Between Historical and Cultural Resources and Humanistic Smart City
3.1 The Historical and Cultural Resources Can Promote the Comprehensive Competitiveness of the Humanistic Intelligent City
3.2 Historical and Cultural Resources Are the Essential Factors for Sustainable Development of the Humanistic Smart City
3.3 Cultural Heritage and Cultural Heritage of Cities
4 Conclusion
References
Research on Massive Data Mining Technology Based on Map Reduce
1 Introduction
2 In the Context of Cloud Computing, Optimize the Data Model
2.1 MapReduce
2.2 The execution process of MapReduce
2.3 Application of MapReduce
3 Data Mining Optimization in MapReduce's Massive Data
3.1 Classification and Prediction
3.2 Traditional MapReduce Implementation of Naive Bayes Algorithm
4 Experimental Results of Eclat
5 Concluding Remarks
References
Application and Research of Data Mining Technology Bim and Internet of Things in Engineering Construction
1 Introduction
2 Main Advantages of BIM Technology
2.1 Visualization of BIM Technologies
2.2 Main Value of BIM in Construction
3 Application of BIM Technology in Construction Management of Construction Engineering
4 Application in Construction Safety Management
5 Application in Construction Progress
6 Conclusion
References
Geotechnical Test and Effective Processing Analysis of Geotechnical Engineering Investigation Based on Geographic Information System Under BP Neural Network
1 Introduction
2 Summary of Geotechnical Test
2.1 Geotechnical Investigation
2.2 Geotechnical Test
3 BP Neural Network
3.1 Basic Principle of BP Neural Network
3.2 Establishment of BP Neural Network Model
4 Analysis of Existing Problems in Geotechnical Investigation and Geotechnical Test
4.1 Problem Analysis of Instruments and Equipment
4.2 The Collection and Treatment of Test Samples Are not Standardized
4.3 Analysis of Technical Personnel Problems
5 Processing and Analysis of Geotechnical Test in Geotechnical Engineering Investigation Based on BP Neural Network
5.1 Soil Test Requirements Based on BP Neural Network
5.2 Enhance the Skill Training of Staff
6 Conclusion
References
Analysis and Research on Power Distribution Internet of Things Platform System
1 Introduction
2 The Composition of the Distribution Internet of Things Platform
3 Big Data Transmission of Power Distribution Internet of Things Platform
3.1 Intelligent Gateway Access Device
3.2 Device Binding Based on Mqtt
3.3 Realization of Mqtt Client Function
4 Research on Intelligent Response of Distribution Internet of Things Platform Terminal
4.1 Equipped with Intelligent Identification Terminal
4.2 Terminal Load Identification Process
4.3 Power Consumption Analysis
4.4 Equipment Linkage
5 Conclusion
References
Early Warning Model of Track and Field Sports Injury Based on RBF Neural Network Algorithm
1 Introduction
2 Method
2.1 RBF Neural Network Algorithm
2.2 Sports Injury
2.3 Artificial Neuron Model
3 Experience
3.1 Extraction of Experimental Objects
3.2 Experimental Analysis
4 Discussion
4.1 Literature Review
4.2 Discussion on the Factors of Risk Teachers in Track and Field Teaching
5 Conclusion
References
Application Research of Computer Digital Model Technology in the Packaging Design of Products with Different Regional Features
1 Introduction
1.1 Background and Significance
1.2 Related Work
1.3 Main Content
2 Applied Research Methods
2.1 Practice Observation Method
2.2 Social Investigation Method
2.3 Design Environment of Traditional Featured Products
3 Design Experiments Combined with Computer Digital Model Technology
3.1 Experiment of Container Structure Design and Manufacturing Under Computer Digital Model Technology
3.2 Packaging Testing Experiment
4 Experimental Data Analysis
5 Conclusions
References
The Application of Correction Algorithm in the Improvement of Accuracy of English Translation Software
1 Introduction
2 Current Situation of Translation Accuracy of English Translation Software
2.1 Inaccurate Translation of Special Words
2.2 Inaccurate Translation of Long Articles
2.3 Logical Translation Error
3 Correction Algorithm Design to Improve the Accuracy of Translation
3.1 Basic Algorithm Model
3.2 Algorithm Introduction
4 Institutions Optimization Design
4.1 System Design
4.2 Empirical Basis
4.3 Empirical Methods and Results
5 Conclusion
References
The Forewarning Design of Enterprise Foreign Trade Risk Based on Big Data
1 Introduction
2 Basic Concepts of Big Data
3 Types and Causes of Foreign Trade Risks of Enterprises
3.1 Environmental Risks and Causes
3.2 Business Risks and Causes
3.3 Other Risks and Causes
4 Foreign Trade Risk Early Warning Design
4.1 Framework Design
4.2 Warning Logic Design
4.3 Algorithm Introduction
4.4 Results and Discussion
5 Conclusion
References
Big Data Analytics for Smart City
Effects and Mechanism of Weibo's Negative Emotions on Covid-19 Related Retweets Based on Big Data Collection Technology
1 Introduction
2 Theoretical Foundation and Hypotheses Development
3 Methodology
3.1 Data Collection
3.2 Sentiment Analysis
3.3 Variables and Measurement
4 Regression Model and Data Description
5 Empirical Results
5.1 Sentiment Analysis and Retweets
5.2 Results
6 Discussion
References
Our Country's Smart Agriculture Development Strategy and Path Under the Big Data Environment
1 Introductions
2 Smart Agriculture Research
2.1 Research Method
2.2 The Current Situation of My Country's Agricultural Development
3 Investigation on the Status Quo of the Development of Smart Agriculture in My Country
3.1 Purpose of the Investigation
3.2 The Development Process of Investigation Activities
3.3 Data Processing
4 Analysis of Survey Results
4.1 The Impact of Big Data on Smart Agriculture
4.2 Problems in the Development of Smart Agriculture in My Country at This Stage
4.3 Suggestions on Our Country's Smart Agriculture Development Strategy and Path
5 Conclusion
References
The Design of the Information System Platform of the "One Picture" Platform for Territorial and Spatial Planning in the Big Data Era
1 Introduction
2 Basic Theory and Key Technology
2.1 Network Geographic Information System
2.2 The Architecture of Network Geographic Information System
2.3 ArcGIS Products
3 IT Architecture of the "One Picture" Platform Information System for Land and Space Planning
3.1 Application Architecture
3.2 Data Architecture
3.3 Technology Architecture
4 System Test
4.1 System Function Running Speed Test
4.2 System Function Interactive Test
5 Conclusions
References
Impact of the Application of Big Data Technology on Industrial Agglomeration and High-Quality Economic Development
1 Introduction
2 Literature Review
3 Mechanism Analysis
3.1 The Impact of Big Data Technology Application on High-Quality Economic Development
3.2 Impact of Industrial Agglomeration on High Quality Economic Development
4 The Influence Mechanism of Big Data Technology in Industrial Agglomeration on the High-Quality Economic Development of Chengdu-Chongqing Region
4.1 Big Data Technology Improves the Level of Industrial Agglomeration and Promotes High-Quality Development
4.2 Big Data Technology Enhances the Impact of Industrial Agglomeration on Innovation and Promotes High-Quality Development
5 Conclusion
References
Analysis of Information Management Scheme in Civil Engineering Construction Based on Big Data Analysis
1 Introduction
2 Based on Big Data Analysis
2.1 Theoretical Foundation of Information Management Scheme in Civil Engineering Construction Based on Big Data Analysis
2.2 Influence of Big Data on Information Management in Civil Construction
2.3 Technical Support for Information Management Scheme in Civil Engineering Construction
2.4 Big Data Method in Information Scheme in Civil Engineering Construction
3 Analysis of Information Management Scheme in Civil Engineering Construction Based on Big Data Analysis
3.1 Experimental Content
3.2 Experimentation
4 Experimental Analysis of Information Management Scheme in Civil Engineering Construction Based on Big Data Analysis
4.1 Application of Information Management of Big Data in Civil Engineering Construction
4.2 Analysis of Information Management of Big Data in Civil Engineering
5 Conclusion
References
Relationship Between Learning Behavior and Learning Effect Based on Big Data
1 Introduction
2 Research on the Relationship Between Learning Behavior and Learning Effect Based on Big Data
2.1 The Guiding Significance of Behavioral Science to the Study of Learning Behavior
2.2 Factors Affecting Learning Behavior
2.3 The Influence of Learning Behavior on Learning Effect
2.4 Zero Expansion Poisson Model
3 Experimental Research on the Relationship Between Learning Behavior and Learning Effect Based on Big Data
3.1 Experimental Subjects and Methods
3.2 Data Collection
4 Experimental Research and Analysis of the Relationship Between Learning Behavior and Learning Effect Based on Big Data
4.1 Analysis of the Influence Degree of Learning Behavior on Learning Effect
4.2 Analysis of the Influence Degree of Individual Learning Behavior on Learning Effect
5 Conclusion
References
Construction of School Quality Assurance System Based on Big Data Analysis
1 Introduction
2 Meaning of Big Data
3 Construction Ideas Based on Big Data Analysis
4 Construction of Quality Assurance System
4.1 Construction Content
4.2 Establish the Quality Assurance Concept of "Student-Centered"
4.3 Horizontally Realize the Separation and Linkage of "Management, Operation and Evaluation" Three Types of Organizations, and Vertically Implement the Division of Labor Management of "School, College and Section"
4.4 Strengthen the Quality Monitoring and Evaluation, and Form the Working Mechanism of "Closed-Loop Operation and Continuous Improvement"
4.5 Strengthen the Connotation Construction of Quality Culture, Promote Our Quality Behavior to Become Spontaneous Behavior, and Gradually Rise from Quality Control to Quality Culture
5 Conclusions
References
Design of University Data Governance Process System Under the Big Data Environment
1 Introduction
2 Process of University Data Governance Under the Big Data Environment
3 System of University Data Governance Under the Big Data Environment
4 Strategy of University Data Governance Under the Big Data Environment
5 Conclusion
References
Platform and Path of University Student Management Informatization Construction in the Big Data Environment
1 Introduction
2 Frame Structure of University Student Management Informatization Platform in the Big Data Environment
3 Data Storage Technology of University Student Management Informatization Platform in the Big Data Environment
4 Path of University Student Management Informatization Construction in the Big Data Environment
5 Conclusion
References
Construction of Course Achievement Evaluation System Based on Big Data Analysis
1 Introduction
2 Meaning of Big Data
3 Achievement Orientation and Achievement Degree
4 Construction of Course Achievement Evaluation System
4.1 Construction of Thinking
4.2 Construction of Content
4.3 The Supporting Relationship Between Course Objectives and Graduation Requirements
4.4 The Support Design Between Curriculum Process Evaluation and Curriculum Objectives
4.5 The Support Between the Expected Curriculum Achievement Index and the Continuous Improvement of Teaching Quality
5 Conclusions
References
Research and Application of Tax Classification Prediction Analysis Method Based on Big Data Technology
1 Introduction
2 Research on The Prediction and Analysis Method of Tax Classification
2.1 Principles of Tax Forecast Analysis
2.2 The Role of Tax Forecasting Methods
2.3 RTS Forecast Analysis Method
3 Experimental Study
3.1 Subjects
3.2 Experimental Process Steps
4 Experimental Research and Analysis of Tax Classification Prediction Analysis Method
4.1 Analysis of Tax Types
4.2 Analysis of the Representative Tax System
5 Conclusions
References
Development of Rural E-Commerce Based on Big Data Analysis Technology
1 Introduction
2 Development Status of Rural E-Commerce
2.1 Situation of the Number and Scale of Rural E-Commerce Enterprises in Honghu City
2.2 Situation of Honghu City Rural E-Commerce Infrastructure Construction
2.3 Situation of Agricultural Products Electronic Trading Platform in Honghu City
2.4 Situation of Rural Logistics Transport in Honghu City
3 Existing Problems of Rural E-Commerce Based on Big Data Analysis Technology
3.1 Lack of Rural E-Commerce Talents
3.2 High Logistics Costs and Low Distribution Efficiency
3.3 The Degree of Agricultural Product Branding is Low
3.4 Electronic Trading Platforms Are not Perfect
3.5 Tourism E-Commerce Needs to Be Improved
4 Suggestions of the Development of Rural E-Commerce
4.1 Increasing Rural E-Commerce Propaganda, Training and Introducing E-Commerce Talents
4.2 Building Village-Level E-Commerce Service Stations and Improving the Rural E-Commerce Logistics System
4.3 Strengthening Brand Building of Agricultural Products and Building Well-Known Local Brands
4.4 Improving the Electronic Trading Platform System and Strengthening Information Construction
4.5 Promoting the Construction of Tourism Resources and Optimizing the Tourism Model of E-Commerce
5 Conclusions
References
Management Analysis of Human Resources Sharing Economy Platform Under Big Data Technology
1 Introduction
2 Overview of Big Data and Sharing Economy
2.1 Big Data Technology
2.2 The Concept of Sharing Economy
3 Characteristics of Enterprise Human Resource Management in the Environment of Big Data and Sharing Economy
3.1 Staffing is Open and Mobile
3.2 The Semi Contractual Relationship is Less Restrictive
3.3 The Number of Participants is Large and the Management is Difficult
4 The Influence of Big Data and Sharing Economy on Enterprise Human Resource Management
4.1 The Breakthrough of Thinking Cognition
4.2 The Improvement of Performance Management
4.3 Innovation and Breakthrough of Management Mode
5 Measures to Improve Human Resource Management System Under Big Data and Sharing Economy
5.1 The Breakthrough of Thinking Cognition
5.2 Strengthen Training Guidance
5.3 Improve the Performance Management System
References
Smart City Medical Resource Allocation System Based on Big Data
1 Introduction
2 Design Concept of Smart City Medical Resource Allocation System
3 Architecture Design of Medical Resource Allocation System
3.1 Information Collection Part
3.2 Data Processing Part
3.3 Application Part
4 Function Module Design of Medical Resource Allocation System
4.1 Data Transmission and Integration Functions
4.2 Data Sorting and Management Functions
4.3 Data Display Function
5 Medical Resource Allocation System Testing
6 Conclusions
References
Hardware Design of Electronic Components Remote Test Adapter Based on Information Processing
1 Introduction
2 Hardware Design of Electronic Component Remote Test Adapter Based on Information Processing
2.1 Adapter Hardware Design Goals
2.2 Structural Design of the Adapter
2.3 Design of the Internal Module of the Adapter Hardware
2.4 Design of Debug Module
2.5 Detection and Positioning Algorithm of Electronic Components Based on Deep Learning
3 Experimental Research on Remote Testing Adapter Hardware of Electronic Components Based on Information Processing
3.1 Experimental Environment
3.2 Test Items
4 Data Analysis of the Hardware Design of the Remote Test Adapter for Electronic Components Based on Information Processing
4.1 Adapter Adaptation Function Data
4.2 Resistance Test
5 Conclusion
References
The Application of Virtual Reality Technology in Aerobics Training from the Perspective of Information Technology
1 Introduction
2 The Application Characteristics of VR Technology in Aerobics Teaching in Colleges
2.1 Integration
2.2 Systematic
2.3 Non-linearity
3 The Drawbacks of Traditional Aerobics Teaching
3.1 Insufficient Arrangement of Theoretical Courses
3.2 The Teaching Content is Boring
3.3 The Teaching Mode is Backward
3.4 Lack of a Strong Professional Faculty
4 The Application of VR in the Teaching of Aerobics in Colleges
4.1 Motor Skill Training
4.2 Psychological Training
4.3 Theoretical Knowledge Learning
4.4 Virtual Exercise Experiment
5 The Application Strategy of VR Technology in Aerobics Teaching of Information Technology
5.1 University Leaders and Aerobics Teachers Should Attach Great Importance to Information Technology Teaching
5.2 Configure Advanced Software and Hardware Equipment to Create a Complete Information Network System
5.3 Strengthen the Construction of Aerobics Teacher Team and Improve the Professional Teaching Level of Teachers
5.4 Change the Traditional and Backward Teaching Concepts and Actively Encourage Students to Explore Independently
5.5 Appropriate Use of Multimedia to Further Strengthen Teacher-Student Exchanges
6 Conclusion
References
Precision Design of Dongguan Intangible Cultural and Creative Products Based on Big Data Analysis Technology
1 Background
2 Concept on Big Data
3 Development Status of Cultural and Creative Products of Dongguan Intangible Heritage
3.1 Insufficient Innovation Ability and Too Much Emphasis on Inheritance
3.2 Inaccurate Positioning and Insufficient Publicity
3.3 Single Product Type and Serious Homogenization
4 The Precise Design Strategy of Dongguan Intangible Cultural and Creative Products with Big Data Analysis Technique
4.1 Focus on Consumers
4.2 Explore the Uniqueness of the Cultural Elements of Dongguan Intangible Heritage
4.3 To Achieve Precision Marketing Promotion
5 Conclusion
References
Proportion of College Students' Internet Education Data Based on Big Data Analysis Technology
1 Introduction
2 IE for College Students Based on Big Data Analysis Technology
2.1 Problems in IE for College Students Based on Big Data Analysis Technology
2.2 Strategies for the Development of IE for College Students
2.3 Clustering Algorithm in Big Data Analysis
3 Proportion of College Students' IE Data Based on Big Data Analysis Technology
3.1 Purpose of the Investigation
3.2 Survey Object
3.3 Questionnaire Preparation
3.4 Questionnaire Distribution, Collection and Analysis
4 Analysis of the Proportion of College Students' IE Data Based on Big Data Analysis Technology
4.1 Proportion of IE Media Frequently Used by College Students
4.2 Percentage of College Students' Average Daily IE Time
5 Conclusion
References
Gender Research in Literature Based on Big Data Technology
1 Introduction
2 Method
2.1 Big Data
2.2 Literature
2.3 Gender Influence on Thinking Form
2.4 Stereotypes in Gender
2.5 Relevant Algorithm Formula Involved in the Experiment in This Paper
3 Experiment
3.1 Subject of Investigation
3.2 Experimental Research Steps
4 Discussion
4.1 Efficiency of Searching for Two Literary Websites
4.2 People's Views on Gender Research in Literary Works
5 Conclusions
References
Exploration of Accounting Information Construction Under the Background of Big Data
1 Introduction
2 Overview of Large Data and Accounting Information
2.1 Big Data Concept and Characteristics
2.2 Concept and Characteristics of Accounting Informatization
3 Ideas and Methods
3.1 Research Ideas
3.2 Research Materials and Experimental Design
4 The Result of the Problems in the Construction of Accounting Information in the Background of Big Data
4.1 Analysis of Accounting Information in the Context of Large Data
4.2 Research on Accounting Management Team
4.3 Addressing Problems of Manufacturing Accounting Information in the Context of Large Data
5 Conclusions
References
On the Path of Improving the Work Quality and Accuracy of College English Workers in the Era of Big Data
1 Introduction
2 Improving the Work Quality and Accuracy of CEW in TEOBD
2.1 The Current Situation of College English Teachers' Work Quality
2.2 Strategies to Promote the Development of English Teachers' Professional Quality
2.3 Questionnaire Survey Algorithm
3 Experimental Study
3.1 Subjects
3.2 Experimental Process Steps
4 Experimental Research and Analysis on Improving Work Quality and Accuracy of CEW in TEOBD
4.1 Understanding and Analysis of Improving Self Work Quality
4.2 The Influence on the Improvement of Teachers' Work Quality
5 Conclusions
References
New Tools for Macroeconomic Analysis in the Era of Big Data
1 Introduction
2 New Tools for Macroeconomic Analysis in the Era of BD
2.1 Application of BD in Macroeconomic Analysis
2.2 Macroeconomic Analysis Optimization and Countermeasures Under the Background of BD
2.3 Data Mining Algorithm for Association Rules
3 New Tools for Macroeconomic Analysis in the Era of BD
3.1 Research Methods
4 Empirical Analysis of New Tools for Macroeconomic Analysis in the Era of BD
4.1 Application Analysis of Industrial BD Based on Data Mining Technology
4.2 Analysis of Inflation Rate
5 Conclusion
References
Application of "Big Data + Education" in the Construction of Curriculum Content System
1 Introduction
2 Big Data Research on Attention of Sports Dance
2.1 Time Characteristics of Sports Dance Attention
2.2 The Characteristics of the Crowd that Pay Attention on Sports Dance
2.3 The Demand Map of Sports Dance Attention
3 The Construction of the Content System of the Sports Dance Course
3.1 Basic Principles of Content Selection for the Sports Dance Course
3.2 The Basic Method of Constructing the Content of the Sports Dance Course
3.3 Concrete Construction
4 Conclusion
References
Expanding the Direction of Economic Development by Improving the Utilization Rate of WR in the Age of Big Data
1 Introduction
2 Related Concepts
2.1 Measuring Water Resource Efficiency
2.2 Coupling Coordination Studies
2.3 Dynamic Relationship Research
2.4 Relevant Formulas
3 Study on the Impact of Improving WR Utilization in Big Data Era on Economic Development
3.1 Construction of Evaluation System
3.2 Evaluation Methodology
4 Analysis of Data on the Impact of Water Resource Utilization on Economic Development in Big Data Era
4.1 Integrated Development Evaluation Index
4.2 Coupling Coordination Measurement
4.3 VAR Model Analysis Conclusion
5 Conclusions
References
Application of Artificial Intelligence Technology in College English Teaching Under the Background of Big Data
1 Introduction
2 Artificial Intelligence and Big Data
2.1 Artificial Intelligence (AI)
2.2 Big Data
3 The Application Value of Artificial Intelligence in College English Teaching Under the Background of Big Data
4 The Application Path of Artificial Intelligence in College English Teaching Under the Background of Big Data
4.1 Listening Training-Use Corpus to Complete Automatic Resource Matching and Interaction
4.2 Spoken Dialogue-Use Artificial Intelligence Robots to Carry Out One-To-One Dialogue
4.3 Translation Exercise-Using Cloud Platform Technology to Achieve Key and Difficult Breakthroughs
4.4 Writing Guidance-Use the Automatic Correcting Function to Check and Fill Gaps
4.5 Intelligent management-to Provide More Diversified Process-Based Teaching Evaluation
5 Innovative Strategies of AI Technology in College English Teaching Under the Background of Big Data
5.1 Integrate Teaching Resources and Innovate Teaching Models
5.2 Optimize English Learning Methods and Transform Teachers' Functions
5.3 Improve the Teaching Evaluation System and Set Multiple Assessment Indicators
6 Conclusion
References
Innovative Development and Practice of University Intellectual Property Management Based on Big Data Algorithm
1 Introduction
2 Research on Data Mining Algorithm and Specific Functions
2.1 Summary of Data Mining
2.2 Common Data Mining Algorithms and Functions
3 Current Situation of Scientific Research Management in Colleges and Universities
4 Application of Data Mining Algorithm in Scientific Research Management of Universities in New Period
4.1 Application of Data Mining Techniques in Project Establishment and Feasibility Assessment
4.2 Application of Data Mining Technology in Project Management
4.3 Improved Apriori Algorithms for Scientific Management
References
The Big Data for Comprehensive Evaluation of GIS Engineering Based on Data Envelopment Analysis
1 Introduction
2 The Necessity of Comprehensive Evaluation of Geographic Information Engineering
3 Geographic Information Engineering Evaluation Process System
3.1 Methodology of System Engineering
3.2 Analysis of the Characteristics of Geographic Information Engineering
4 Comprehensive Evaluation of Geographic Information Engineering
5 Conclusion
References
Application of Web Crawler Technology Based on Python in Big Data Environment
1 Introduction
2 Python Crawler Technology
2.1 The Concept of Python Crawler
2.2 Basic Process of Crawler
3 The Necessity of the Development of Undergraduate Vocational Education
3.1 The Need of Perfecting Modern Vocational Education System
3.2 To Meet the Needs of Industrial Restructuring
3.3 To Meet the Needs of the Internationalization of Vocational Education
4 The Demand of Undergraduate Vocational Education
4.1 Cooperative Education
4.2 Independent School Running
5 Conclusion
References
Intelligent Algorithm Big Data Analysis for the Construction of Smart Campus
1 Introduction
2 Smart Campus System
2.1 Application Value of Intelligent Algorithm Big Data Analysis
2.2 Smart Campus System Construction
3 The Application of Intelligent Algorithm Big Data Analysis in the Construction of Smart Campus
3.1 Construction of Intelligent Management System
3.2 Establish Big Data Early Warning Platform
3.3 Form Smart Teaching Classroom
3.4 Expand the Integrated Data Source
3.5 Providing Intelligent Services
4 Conclusion
References
The Construction and Research of the Platform of Intelligent Sharing Laboratory Based on Big Data
1 Introduction
2 Intelligent Shared Laboratory Analysis
2.1 Objectives and Principles of Open and Shared Laboratories
2.2 Factors Restricting the Open Sharing of Laboratories
3 Construction of Intelligent Sharing Laboratory Platform
3.1 Management Mechanism Construction of Open Sharing Platform
3.2 Establishment of Open Sharing of Curriculum Project Resources
4 Human Resource Optimization of Sharing Experimental Platform
4.1 High Level Leader Team
4.2 Flexible Mobile Team
5 Conclusion
References
Research on Big Data Encryption Algorithm Based on Data Redundancy Elimination Technology
1 Principle Analysis of Big Data Encryption Technology
1.1 Basic Introduction
1.2 Principle and Analysis of Three Big Data Encryption Technologies
2 Research on Big Data Redundancy Elimination Algorithm
2.1 The Basic Principle of Data De Duplication Algorithm
2.2 Complete File Detection Scheme
3 Theoretical Basis
3.1 Data Preprocessing
3.2 Experimental Results and Analysis
4 Concluding Remarks
References
Design of Big Data Management and Analysis Platform Based on Knowledge Map
1 Introduction
2 Related Technology and Research
3 Design of Distributed Parallel Query Engine for Knowledge Map Storage Access System
3.1 Query Engine MiQE Based on Distributed Memory Iteration Technology
3.2 Join Query
4 Conclusion
References
Application of Artificial Intelligence in Computer Network Technology in Big Data Era
1 Introduction
2 Overview of Big Data Technology and Artificial Intelligence
2.1 Overview of Artificial Intelligence
2.2 Determination of Data Mining Target
3 The Necessity of Using Artificial Intelligence in Computer Network Technology
3.1 Advantages of Artificial Intelligence
3.2 Fuzzy Information Processing Ability
4 Effect Analysis of Artificial Intelligence Technology Applied to Computer Network in Big Data Era
4.1 Artificial Intelligence Can Improve Information Security
4.2 Artificial Intelligence Technology is Applied to the Field of Network Management and System Evaluation
4.3 Key Technologies of Data Warehouse
5 Epilogue
References
Application of Big Data Electrical Automation Technology in Electrical Engineering
1 Introduction
2 Research on Equipment Life Cycle Theory and Big Data
2.1 Research on Life Cycle Management of Equipment Assets
2.2 Big Data Platform and Architecture
3 Research and Application of Equipment Life Cycle Management
3.1 Evaluation Standard of Equipment Health Status
3.2 Research on Hybrid Prediction Model Based on SVR and ARIMA
4 Application Prospect of Electrical Automation Technology
4.1 Joint Development of Electrical Automation Technology, Big Data and Cloud Computing Technology
4.2 Development of Electrical Automation Technology and Artificial Intelligence
5 Innovation Way of Electrical Engineering Automation Control Work
5.1 Realize the Visual Management of Electrical Engineering Automation Control Work
5.2 Operation Method of Insulated Operating Rod
5.3 Combination of Insulation Platform Operation Method and Insulation Operating Rod Operation Method
6 Conclusion
References
Operation Analysis of Financial Sharing Center Based on Big Data Sharing Technology-Taking SF Express as an Example
1 Introduction
1.1 Research Background
1.2 Research Significance
1.3 Status of Domestic and Foreign Research
2 SF Financial Sharing Center
2.1 Introduction to SF Express
2.2 The Construction Goals of SF Express Financial Sharing Center
2.3 The Construction History of SF Express Financial Shared Service Center
3 Achievements in the Construction of SF Financial Sharing Center
3.1 The Operating Costs of SF Express Continue to Decrease
3.2 The Work Efficiency of SF Express Continues to Improve
3.3 The Management and Control Capabilities of SF Express Continue to Improve
4 Comparison of SF Financial Sharing Center and Meicai Financial Sharing Center
5 Conclusion
References
Application and Practice of Big Data Analysis in Enterprise Brand Marketing Management
1 Introduction
2 Big Data and Brand Marketing
2.1 Big Data Technology
2.2 Brand Marketing
3 Experimental Objects and Processes
3.1 Experimental Objects
3.2 Experimental Processes
4 Comparison of Experimental Results Between Two Groups
4.1 Comparison of Consumer Satisfaction Between Two Groups of Enterprises
4.2 Brand Awareness Comparison Between Two Groups of Enterprises
5 Conclusion
References
Implementation Evaluation System of Land and Spatial Change Planning Based on Big Data
1 Introduction
2 Land Resource Utilization Planning Implementation Evaluation System
2.1 Spatial Consistency Evaluation Model
2.2 System Architecture and Module Design
3 Experimental Land Resource Use Planning
3.1 Data Sources
3.2 Data Preprocessing
3.3 System Performance Test
4 Simulation Test Results
4.1 Spatial Consistency of Planning Implementation Results
4.2 System Response Time Test
5 Conclusion
References
Research on Intelligent Tourism Resource Management Based on Big Data Technology
1 Introduction
1.1 Basic Concepts of Big Data and Big Data Technology
1.2 Large Data
1.3 Big Data Technology
2 Intelligent Tourism Resource Management
2.1 Difficulty in Data Collection and Management
2.2 Difficulty in Processing Data Information
2.3 Single Idea of Data Information Analysis
3 Design of Big Data Intelligent Tourism Resource Management System
3.1 Framework Design
3.2 Functional Design
3.3 Algorithm Design
4 Conclusion
References
Research on Sales Forecasting Method Based on Data Mining
1 Preparations for the Application of Data Mining in Sales Forecasting
1.1 Data Cleaning
1.2 Data Integration and Exchange
1.3 Data Reduction
2 Data Mining Tools for Enterprise Sales Forecasts
2.1 Pre-Processing of Sales Data
2.2 Multiple Regression Model Training
2.3 Multiple Regression Fitting
2.4 Sales Mix Forecast
2.5 Data Mining Process for Sales Forecast
3 Conclusion
References
Study on Learning Path Selection of English Writing Based on Big Data Technology
1 Current Situation and Problems of English Writing Teaching in Contemporary Colleges and Universities
1.1 English Teachers Are Relatively Deficient in Classroom Writing Teaching Methods
1.2 English Writing Teaching Resources Are Relatively Scarce
1.3 English Writing Teaching Lacks Pertinence
2 Cultivation of Students' English Writing Ability Driven by Big Data Technology
2.1 Teachers Should Update Their Teaching Concepts in Time
2.2 Strengthen the Construction of English Writing Teaching Resources
2.3 Scientific and Reasonable Application of English Writing Teaching AIDS
2.4 Conduct Diversified Assessment of Students' English Writing Scores
3 The Design of English Online Writing Teaching Path Based on Big Data Technology
3.1 English Writing Preparation Stage
3.2 English Online Writing Stage
3.3 Language Feature Analysis Stage
3.4 Feedback Stage of English Writing Teaching
4 Conclusion
References
Data-Driven Co-design of Communication, Computing and Control for Smart City
The Development Trend of International Economy and Commercial Industry Based on the Analysis of Internet of Things Technology
1 Introduction
2 Internet and International Economy and the Commercial Sector
2.1 International Economy and the Commercial Sector
2.2 Impact of International Economy and the Commercial Sector Industry
3 Data Sources and Research Methods
4 Analysis on the Development Trend of International Economy and the Commercial Sector Industry Under the Background of Internet
4.1 Analysis of the Development of the Internet
4.2 Analysis on the Development of International Economy and the Commercial Sector Industry Under the Background of Internet
5 Conclusions
References
Interface Usability of Video Sharing Websites in the Internet Era
1 Introduction
2 Interface Usability Analysis of Video Sharing Websites in the Internet Era
2.1 Characteristics of Video Sharing Websites in the Internet Era
2.2 Interface Usability of the Video Sharing Website
2.3 Mean Algorithm for Website Analysis
3 Interface Usability Test of Video Sharing Websites in the Internet Era
3.1 Test Purpose
3.2 Test Object
3.3 Test Steps
4 Interface Usability Analysis of Video Sharing Websites in the Internet Era
4.1 Interface Task Operation Time Before and After the Improvement
4.2 Success Rate of Task Completion Before and After Improvement
5 Conclusion
References
The Realization of the Practical Ability Training System of Media Talents in OBE Mode Based on Network Information Technology
1 Introduction
2 Realization of the Practical Ability Training System for Media Talents Under OBE Mode
2.1 Shortcomings of Media Talents' Practical Ability Training
2.2 Suggestions on the Cultivation of the Practical Ability of Media Talents Based on the OBE Model
2.3 Design of the Practical Ability Training System for Media Talents Under OBE Mode
2.4 Resource Modeling of the Practical Ability Training System for Media Talents
3 Implementation of the Practical Ability Training System for Media Talents Under OBE Mode
3.1 Background Development Technology
3.2 Database
4 Implementation Test Analysis of Media Talents Practice Ability Training System Under OBE Mode
4.1 Stress Test
4.2 Platform Processing Performance
5 Conclusions
References
A Design for Software Management Architecture and Software Management Information System in Time of Open Source
1 Introduction
2 Design for Software Management Architecture
2.1 Multi-dimensional Management Architecture
2.2 Life Cycle Dimension
2.3 Organizational Construction Dimension
2.4 Technical Control Dimensions
2.5 Industry and Ecological Dimension
3 Design for Software Management Information System
3.1 Overall for Software Management Information System
3.2 Application Design for Life Cycle Dimension Management
3.3 Application Design for Organizational Construction Dimension Management
3.4 Application Design for Technical Control Dimensions Management
3.5 Application Design for Industry and Ecological Dimension Management
3.6 Design for IT Technical Platform
4 Compliance Audit
4.1 The Overview of Compliance Audit
4.2 Risk Control Planning
4.3 Risk Identification
4.4 Risk Analysis
4.5 Risk Response
4.6 Risk Monitoring
5 Conclusion
References
Business Model Innovation Mechanism and Value Creation Effect of Data-Driven M&A-Case Study Based on Alibaba
1 Introduction
2 Research Methods
3 Case Discussion and Analysis
3.1 Business Model Innovation of Exploratory M&As
3.2 Business Model Innovation of Exploitative M&A
3.3 The Value Creation Effect of Data-Driven M&As
4 Conclusions
References
Design and Implementation of Enterprise Accounting Supervision Platform Based on Big Data
1 Introduction
2 Research on Design and Implementation of Enterprise Accounting Supervision Platform Based on Big Data
2.1 Accounting Supervision System
2.2 Research State in China
2.3 Overview of Accounting Supervision Platform
2.4 Demand Analysis
3 Experiments on the Design and Implementation of Enterprise Accounting Supervision Platform Based on Big Data
3.1 System Test Experiment
3.2 Statistical Methods and Formulas Used in This Article
4 Experimental Analysis of Design and Implementation of Enterprise Accounting Supervision Platform Based on Big Data
4.1 System Function Test
4.2 System Performance Test
5 Conclusions
References
Research on VR Data Visualization Design Based on Usability Principle
1 Research Background
1.1 Concept and Development of Data Visualization and VR Technology
1.2 Data Visualization Design in Virtual Reality Scenarios
2 Literature Review
2.1 Nielsen's Ten Usability Principles
2.2 VR Design Principles
3 Data Visualization Design in VR Scenarios
3.1 Space Scene Design
3.2 Sight-Guided Design
3.3 Data Information Design
4 Conclusion
References
Supply Chain Finance and Internet of Things Technology
1 Introduction
2 Literature Review
3 Definition and Status of Supply Chain Finance
4 Application and Impact of Internet of Things Technology in Supply Chain Finance
4.1 Definition of Internet of Things Technology
4.2 Cost Perspective
4.3 Impact on Information Search Costs
4.4 Impact of the Internet of Things on the Risks of Supply Chain Financial Operations
5 Conclusions
References
Analysis of "National Animation" Driven by Big Data Technology
1 Introductions
2 Ethnic Animation Research
2.1 The Embodiment of Ethnic Elements in Animation
2.2 The Development Status of Ethnic Animation
3 Investigation on the Status Quo of Ethnic Animation
3.1 Purpose of the Investigation
3.2 Data Sources
3.3 Data Processing
4 Result Analysis
4.1 Market Share of Animation Type
4.2 Development Strategy of National Animation
5 Conclusions
References
Data Management Strategy Based on Edge Computing
1 Introduction
2 Data Management Strategy for Edge Computing
2.1 Related Technology
2.2 Data Management Strategy
2.3 Related Algorithms
2.4 Design of Data Acquisition and Processing System Based on EC
3 Experimental Research on Data Management System for IE Plore
3.1 Experimental Background
3.2 Detailed Design and Implementation of Webpage Acquisition Module
4 Test Analysis of Human Behavior Recognition System Based on Xgboost
4.1 Algorithm Comparison Under UCI Data Set
4.2 UCI Data Set Training Effect
5 Conclusion
References
Construction of Parallel Corpus of Foreign Publicity Based on Computer-Aided Translation Software
1 Introduction
2 Algorithm Establishment
2.1 Application of Improved Particle Swarm Algorithm in a Parallel Corpus
2.2 Application of PCA Mathematical Principles in Corpus Construction
2.3 Corpus Analysis Based on the Computer-Aided Translation
3 Modeling Method
3.1 Construction of the Optimal Model Based on Grey Relational Theory
3.2 Analysis and Data Processing of Experimental Design
4 Evaluation Results and Research
4.1 Data Table Analysis
5 Conclusion
References
Research and Design of Physical Survey Data Analysis System Under the Background of Big Data
1 Introduction
2 Big Data
3 Application of Big Data Analysis in the Field of Physical Measurement
3.1 Promote Innovation
3.2 Improve Data Integration Efficiency
3.3 Improve Athletic Ability
3.4 Provide Personalized Services
4 The Application Challenges of Big Data in the Field of Physical Measurement
5 The Application Strategy of Big Data in the Field of Physical Measurement
5.1 Increasing Data Development Efforts
5.2 Building a Service System
5.3 Training Professional Talents
5.4 Formulate Relevant Development Policies
5.5 Effectively Guarantee Data Security
6 Design of Physical Measurement Data Analysis Platform Under the Background of Big Data
6.1 Design the Overall Architecture
6.2 Resource Layer
6.3 Application Layer Design
6.4 Data Presentation Layer
7 Conclusion
References
The Application of Computer Video Image Technology in Track and Field Training
1 Introduction
2 The Development of Video Image Processing Technology
2.1 Image Compression Technology
2.2 Video Image Processing Technology
3 Application of Video Image Technology to Track and Field Training
3.1 Modern Video Image Technology Has Obvious Effects on Track and Field Training
3.2 Advantages of Video Image Technology in Track and Field Training
4 The Effect of Video Image Technology in Track and Field Training
4.1 Improving the Model of Lesson Plans
4.2 Increase Teaching Training and Resources to Make Teaching and Training More Convenient
4.3 Make the Teaching and Training Process More Vivid and Concrete
4.4 Better Evaluation System
5 Suggestions on the Application of Video Image Technology in Track and Field Training
5.1 Continuously Improve Teachers' Video Image Technology Level
5.2 Schools Should Increase the Use of Video Image Technology in Track and Field Teaching and Training
5.3 Schools Should Increase Support for the Application of Video Image Technology in Track and Field Classrooms and Training
5.4 Problems that Should Be Paid Attention to When Integrating Video Image Technology into Track and Field Training Courses
6 Conclusion
References
Formation Control of UAV Swarm Based on Virtual Potential Field and Virtual Navigator
1 Introduction
2 Formation Control Model of UAV Swarm Based on Virtual Potential Field and Virtual Navigator
3 Simulation and Analysis
4 Concluding Remarks
References
Application of Computer Image Processing Software in Interior Design
1 The Application of Computer in Interior Design
2 Types of Computer Software in Interior Design Work
3 The Design of Interior Renderings
3.1 Evaluation of the Renderings
3.2 Starting from the Overall Rendering
4 Concluding Remarks
References
The Application of Computer Technology in the Development and Analysis of Enterprise Intellectual Capital
1 Introduction
2 Research Background
3 Research Purpose
4 Research Methods
4.1 The Relationship Between Human Capital and Corporate Performance
4.2 The Relationship Between Structural Capital and Corporate Performance
4.3 The Relationship Between Relationship Capital and Corporate Performance
4.4 The Relationship Between Social Responsibility and Corporate Performance
4.5 The Model
5 Empirical Analysis
5.1 Descriptive Statistics
5.2 Correlation Analysis
5.3 Regression Analysis
6 Conclusion
6.1 Human Capital is the Main Influencing Factor
6.2 The Influence of Structural Capital is Slightly Weaker, But It Cannot Be Ignored
6.3 Relationship Capital Interacts with Social Responsibility
6.4 It is Necessary to Pay Attention to the Impact of Social Responsibility on the Enterprise
References
Design and Implementation of a Blockchain-Based International Trade Stable Digital Currency Issuance System
1 Introduction
2 Blockchain-Based Digital Currency Issuance System
2.1 The Development Status of International Trade
2.2 Introduction to Blockchain Technology
2.3 System Requirements
2.4 System Design
3 Implementation of Digital Currency Issuance System
3.1 System Deployment
3.2 System Function Test
3.3 System Performance Analysis
4 Design Analysis of Digital Currency Issuance System Based on Blockchain
4.1 Blockchain Technology Platforms
4.2 System Specific Deployment Configuration Information
5 Conclusion
References
Cross-Cultural Communicative Competence Based on Computer Aided Testing
1 Introductions
2 Computer-Aided Testing and Cross-Cultural Communicative Competence Research
2.1 Research Method
2.2 Advantages of Computer-Aided Testing
2.3 Influencing Factors of Computer-Assisted Cross-Cultural Communicative Competence Testing
2.4 Computer-Aided Test System Algorithm
3 Investigation of Cross-Cultural Communicative Competence Based on Computer-Aided Testing
3.1 Purpose of the Investigation
3.2 Questionnaire Survey
3.3 Data Processing
4 Analysis of Survey Results
4.1 Students' Enthusiasm for Answering Questions After Joining the Computer-Assisted Cross-Cultural Communicative Competence Test
4.2 The Impact of Joining the Computer-Assisted Cross-Cultural Communicative Competence Test on the Test Results
5 Conclusions
References
E-commerce Development of Characteristic Agricultural Products Under the Background of Computer Science and Technology
1 Introduction
2 Development Status of Rural E-commerce in Hubei Province
2.1 Development Situation of E-commerce Trading Platform
2.2 Development Situation of Agriculture-Related E-commerce Enterprises
2.3 Construction Situation of Logistics Platform and Information Platform
3 Problems of E-commerce Development of Characteristic Agricultural Products
3.1 Characteristic Agricultural Product Competitiveness Is Weak
3.2 Rural Informatization and Digitalization Need to Be Improved
3.3 Development of Agricultural E-commerce Enterprises Is Slow
3.4 E-commerce Service Platform Lacks Consumers
3.5 Rural Grassroots Logistics System Is not Perfect
4 Development Strategies for Characteristic Agricultural Products Under the Background of Computer Science and Technology
4.1 Creating Standardized Production of Agricultural Products and Enhancing the Brand Value
4.2 Accelerating the Introduction of Advanced E-commerce Service Platforms
4.3 Intensifying the Promotion and Taining of E-commerce in Rural Areas
4.4 Improving the Modern Logistics System for Agricultural Products
5 Conclusions
References
Graphic Design Understanding the Application of Computer Graphics and Image Processing Technology in Graphic Design to Improve the Employment Rate of College Graduates
1 Introduction
2 Method
2.1 CGT
2.2 Graphic Design
2.3 Computer Aided Technology and Employment Rate of CS
3 Experiment
3.1 Subjects
3.2 Experimental Design
3.3 Analysis and Processing of Experimental Data
4 Result
4.1 Degree of Interest in CGT of Two Groups of Graduates
4.2 Cognition and Understanding of the Application of CGT of Two Groups of Graduates
4.3 Combine the Current Employment Situation of the Two Groups of Graduates
5 Conclusion
References
Analysis and Research on the Mode of International Trade Practice Combined with Exhibition and Sales Under the Development of Internet
1 Introduction
2 International Trade Exhibition Under the Background of Internet
2.1 Internet Plus Overview
2.2 Necessity of International Trade Innovation in the Era of Internet Plus
2.3 Concept of Exhibition
2.4 Development Mode of E-commerce in Exhibition and Sales
3 Research on the Actual Effect of International Trade Exhibition Mode
4 Discussion
4.1 Results and Analysis
4.2 Opportunities for Enterprises in the Internet Plus Era
4.3 New Measures of International Trade Practice Based on "Internet Plus"
5 Conclusions
References
The Application of Computer Network Technology in University Library
1 Introduction
2 Proposed Method
2.1 The Role of University Libraries
2.2 Computer Technology
2.3 Advantages and Disadvantages of Applying Computer Technology to University Libraries
3 Experiments
3.1 Research Purpose
3.2 Questionnaire Survey Method
3.3 Algorithm Recommendation
4 Discussion
4.1 The Number of Times College Students Go to the Library Every Week
4.2 The Number of Books Borrowed by College Students from the Library Each Month
5 Conclusions
References
The Development Trend of Computer Network and University Library
1 Introduction
2 The Development Trend of Computer Network and University Library
2.1 Analysis of the Development Research Trends of Domestic and Foreign Libraries
2.2 The Application Status of Computer Network Technology
2.3 Problems Existing in the Application of Computer Network Technology in University Library
3 Research Methods of Computer Network and the Development Trend of University Library
3.1 Multi-platform Resource Integration
3.2 Establish a New Technology Application Alliance in University Libraries
3.3 Take the Compound Library as the Basic Form of the Library
4 Analysis of the Results of Applying Computer Network to University Library
4.1 Analysis on the Efficiency of University Students Searching for Information
4.2 Evaluation and Analysis of University Students' Evaluation of the Combination of Computer Network Technology in the Library
5 Conclusions
References
Self-service Fetching of Image ROI Based on Computer-Aided Detection
1 Introduction
2 Self-service Fetching of Image ROI Under Computer-Aided Detection
2.1 Image Segmentation and ROI Extraction Target Feature Research
2.2 The Steps of ROI Automatic Detection Algorithm
2.3 Application of Image Segmentation in Automatic ROI Extraction
2.4 Iterative Threshold Method to Obtain Segmentation Threshold
3 Experiments Research on Self-service Image ROI Retrieval Under Computer-Aided Detection
3.1 Research Objects
3.2 Algorithm Evaluation
3.3 Judgment of Optimal Segmentation and Selection of Data
4 Experimental Research and Analysis of Self-service Image ROI Retrieval Under Computer-Aided Detection
4.1 Experimental Analysis of the Segmentation Effect of Image ROI Self-service on the Overlap Percentage Threshold Under Manual and Computer-Aided Testing
4.2 Experimental Analysis of the Effect of Image ROI Self-fetching on Intensity Percentage Threshold Segmentation Under Manual and Computer-Aided Testing
5 Conclusions
References
Three Dimensions of Campus Network Platform Construction in the Internet Era
1 Theoretical Dimension: Guiding the Direction of Campus Network Platform Mechanism with Comprehensive Theoretical Basis
1.1 Adhere to the Main Position of Harmonious Development of Network Platform
1.2 Adhere to the Principle of Simultaneous Development of Management and Service
1.3 Follow the Legal and Reasonable Mechanism Construction
1.4 Promote the Integration of Tradition and Advanced Culture
2 System Dimension: Maintaining the Establishment of Campus Network Platform Mechanism with Advanced System Standards
2.1 Establishing the Standard Consciousness of Campus Network Platform
2.2 Improve the Leadership System of Campus Network Platform
2.3 Formulate the Management Rules of Campus Network Platform
2.4 Construction of Supervision System of Campus Network Platform
3 Technical Dimension: Ensure the Renewal of Campus Network Platform Mechanism with Excellent Technical Support
3.1 Strengthen Infrastructure Construction, Build and Share the Achievements of Campus Network Platform Mechanism
3.2 Deepen Innovation Drive, Enhance the Supply of Core Technology of Campus Network Platform
3.3 Attract Technical Talents and Optimize the Work Organization of Campus Network Platform
3.4 Increase Capital Investment, Always Maintain the Campus Network Platform, and Continue to Research and Develop
References
Large Data Recognition System for Speech Outliers Based on Deep Learning
1 Introduction
2 Large Data Recognition System for Speech Outliers Based on Deep Learning
2.1 Speech Recognizer Design
2.2 Voice Classification Network Design
2.3 Speech Data Reading
2.4 Implementation of Speech Isolation Recognition
3 Simulation Experiment
4 Conclusion
References
Artificial Intelligence for General Layout and Transportation Engineering with GIS Technology
1 Introduction
2 Overview of Geographic Information System (GIS)
2.1 Overview of GIS
2.2 Development History of GIS
3 Discussion on the Application of GIS in General Layout and Transportation Engineering
3.1 Contents of General Layout and Transportation Engineering
3.2 System Structure and Technical Route of Establishing Digital General Layout Management System by Using GIS Technology
4 Application of GIS in General Layout and Transportation Engineering Under Artificial Intelligence
4.1 Overview of GIS Application Based on Artificial Intelligence
4.2 Application in Site Selection
5 Conclusion
References
Research on BP Neural Network Image Restoration Algorithm Based on Genetic Algorithm
1 Introduction
2 Genetic Algorithm
3 GA-BP Algorithm
4 Design of GA-BP Algorithm for Image Restoration
5 Algorithm Application and Experimental Results
6 Conclusion
References
IOts Technology and Deep Learning for Process Parameters with Laser Welding Crack of Alloy
1 The Introduction
2 Materials and Methods
2.1 Microstructure of Alloy Base Material
2.2 Sample Preparation
3 Effect of Process Parameters on Laser Welding Crack of NI3Al-Based MX246A Alloy
3.1 Analysis of Laser Power and Welding Speed
3.2 Influence of Protective Gas on Penetration Depth
4 Conclusion
References
Secure Vertical Handoff Algorithm for Wireless Mobile Networks Supporting Cloud Computing
1 Introduction
2 Network Handoff Management of Mobile Cloud Computing
2.1 Related Research
2.2 Switch Management Framework
3 The Basic Principle of Vertical Handoff Algorithm
3.1 Vertical Switching Process
3.2 Vertical Handover Decision
4 Research Content of Mew Algorithm
4.1 Handover Decision Scheme
5 Conclusion
References
Curriculum Reform and Research of Airport Safety Inspection Based on Cloud Computing
1 Introduction
2 Cloud Computing
2.1 Definition of Cloud Computing
2.2 Characteristics of Cloud Computing
2.3 Advantages of Cloud Computing in College Teaching Application
3 Basic Structure of Curriculum
4 The Reform of Aviation Port Safety Inspection Course Based on Cloud Computing
4.1 Application of Cloud Computing in Teaching Management System
4.2 Application of Cloud Computing in Teaching Resource Sharing
5 Conclusion
References
Bionic Design of Acquisition System of Underwater Sea Cucumber Search and Capture Robot
1 Introduction
2 Inserting Content Elements
2.1 Current Situation of Deep-Water Sea Cucumber Fishing Industry
2.2 Market and Current Situation of Search and Capture Robots
3 Analysis of Technical Difficulties
3.1 Adaptability Analysis of Underwater Complex Environment
3.2 Difficulty Analysis of Ontology Design
4 The Overall Structure Design of Sea Cucumber Fishing Robot
4.1 Design of Bionic Flexible Grasping Device
4.2 High Pressure Difference Exoskeleton Bionic Design
5 Product Appearance Design
6 Conclusion
References
A Novel Sea Cucumber Search and Capture Robot Using Bionic Design Theory
1 Introduction
2 The Research Status
2.1 Market and Current Situation of Search and Capture Robots
3 Analysis of Technical Difficulties
3.1 Analysis of Technical Difficulties in Materials
3.2 Analysis of Technical Difficulties in Appearance
4 Underwater Bidirectional Anti Undercurrent Design
5 Conclusion
References
The Application of Nosocomial Infection Monitoring System in the Management of Nosocomial Infection Control
1 Introduction
2 Materials and Methods
2.1 Data Source
2.2 Calculation Methods [7]
2.3 Introduction of Nosocomial Infection Monitoring System
2.4 Quality Control
2.5 Statistical Analysis
3 Results
3.1 The Change of Nosocomial Infection Rate Before and After Using the Nosocomial Infection Monitoring System
3.2 Analysis of Ventilator-Associated Pneumonia in Intensive Care Unit (ICU)
3.3 The Effect of Real-Time Monitoring on the Use of Therapeutic Antimicrobial Drugs and the Submission of Microbial Specimens for Examination
3.4 Analysis of Staff Motivation After the Application of Infection Monitoring System
4 Conclusion
References
Analysis on Legal Issues of Cloud Computing Software-as-a-Service (SaaS) Model
1 Introduction
2 Method
2.1 Cloud Computing
2.2 Cloud Computing Service Types
2.3 Software as a Service Features
2.4 Detailed Definitions and Formulas of Key Indicators of SaaS
2.5 Legal Issues Brought by Software as a Service
2.6 Breakthrough Direction of Cloud Computing SaaS Platform Development
3 Experiment
3.1 Experimental Content
3.2 Experimental Process
4 Discussion
4.1 SaaS Applications Are Classified by Business
4.2 SaaS Applications Classified by Industry
5 Conclusion
References
Work on Optimal Configuration of Internal Network of District Energy System Based on Ant Colony Algorithm
1 Introduction
2 Objective Function
2.1 Upper Target
2.2 Lower Target
3 Case Analysis
References
Marketing Data Refined Push Algorithm Analysis Under the Background of Artificial Intelligence
1 Introduction
2 Refined Marketing Data Push Demand
3 Refined Push Algorithm of Marketing Data
3.1 Algorithm Introduction
3.2 Algorithm Analysis
4 Marketing Data Refined Push System Design
4.1 Basic Ideas
4.2 Detailed System Design
4.3 Simulation Analysis
5 Conclusion
References
Research on Enterprise Precision Marketing Based on Data Mining Technology
1 The Impact of the Era of Big Data on Enterprise Precision Marketing
1.1 Opportunities for Precision Marketing in the Era of Big Data
1.2 Constantly Enrich the Marketing Channels of the Enterprise
1.3 Further Improve Enterprise Data Mining and Analysis Capabilities
1.4 Further Improve Customer Satisfaction
2 Precision Marketing Strategy Design Based on Data Mining Technology
2.1 Design Objectives and Requirements of Precision Marketing
2.2 Precision Marketing Strategy Based on Data Mining
3 Conclusion
References
Analytics and Machine Learning Applications to Smart City
Intelligent Information Construction of Enterprise Management Based on Big Data Processing Technology
1 Introduction
2 Research on the Application of Big Data Technology in Enterprise Management Innovation
2.1 Types of Management Models and Consideration Factors
2.2 The Necessity of Enterprise Management Model Innovation
2.3 Innovation Path of Enterprise Management Model
3 Experiment
3.1 Questionnaire Survey Design
3.2 Reliability Test of the Questionnaire
4 Discussion
4.1 Satisfaction with Salary and Benefits
4.2 Performance Appraisal Situation
5 Conclusions
References
Recognition Method of River Sewage Outlets in UAV Aerial Images Based on Deep Learning
1 Introduction
2 Research Objects and Methods
2.1 Research Objects
2.2 Research Methods
3 Image Preparation
3.1 Image Preprocessing
3.2 Image Registration
4 Target Recognition Method of Sewage Outlets
4.1 Image Data Enhancement
4.2 Model Regularization
4.3 Network Structure Optimization
5 Conclusions
References
Intelligent Value-Added System Service of Automobile Manufacturing Enterprise Based on Forecast Demand Algorithm Analysis
1 Introduction
2 Intelligent Value-Added System Based on Forecasting Demand Algorithm
2.1 Interaction of the Value-Added Service and the Traditional Automobile Business Model
2.2 Predictive Demand Algorithm
2.3 Value-Added System Architecture Design
3 Simulation Test of Intelligent Value-Added System
3.1 Test Requirements
3.2 Testing Environment
4 System Test Results Analysis
4.1 System Function Test
4.2 System Performance Test
5 Conclusions
References
Fast Retrieval Algorithm of English Sentences Based on Artificial Intelligence Machine Translation
1 Introduction
2 Application Research of English Sentence Fast Retrieval Algorithm Based on Artificial Intelligence Machine Translation
2.1 Analysis oF Existing Problems in Machine Translation
2.2 Language Translation Model
2.3 Simhash Algorithm Analysis
2.4 Determination of Threshold
2.5 Translation Model
3 Experimental Research on the Fast Retrieval Algorithm of English Sentences Based on Machine Translation Under Artificial Intelligence
3.1 Subjects
3.2 Test Method
4 Experimental Analysis of a Fast Retrieval Algorithm for English Sentences Based on Machine Translation Under Artificial Intelligence
4.1 Comparison of Translation Time
4.2 Comparison of Similarity Optimization Results
5 Conclusion
References
VR Product Quality Evaluation Based on Analytic Hierarchy Process
1 Introduction
2 Construction of VR Product Quality Evaluation Index System
3 VR Product Quality Evaluation
4 Problems and Suggestions
References
The Cutting-Edge Applications and Trends of Big Data and AI Technology in the Digitalization of the Fashion Industry
1 Introduction
2 The Frontier Application Research and Trend Analysis of Big Data and AI Technology in the Digitalization of the Fashion Industry
2.1 Definition of BD
2.2 The Status Quo of the Fashion Industry
2.3 BD and AI Technology Cited in Fashion Industry Analysis
2.4 The Establishment of BD and AI Analysis Framework for Fashion Companies
2.5 Online Clothing Model Design Based on BD and AI Technology
3 Experimental Research on the Frontier Application of Big Data and AI Technology in the Digitalization of the Fashion Industry
3.1 Experimental Protocol
3.2 Research Methods
4 Experimental Analysis of the Frontier Application of Big Data and AI Technology in the Digitalization of the Fashion Industry
4.1 Comparative Research on Digitalization of Fashion Industry
4.2 Performance Analysis of BD and AI Technology Applied to Fashion Industry
5 Conclusion
References
Remote Sensing Image Target Recognition System Based on Heapsort
1 Introduction
2 Based on Heapsort Research on the Theory of Remote Sensing Image Target Recognition System for Football Match Based on the Algorithm
2.1 Remote Sensing Image Related Theory
2.2 Remote Sensing Image Target Detection Method
2.3 The Main Framework of Target Image Recognition
3 Test of Remote Sensing Image Target Recognition System Based on Heapsort Algorithm
3.1 Background of System Research and Development
3.2 System Function and Architecture Design
4 Application Effect Analysis of Football Competition Remote Sensing Image Target Recognition System Based on Heapsort Algorithm
4.1 Heapsort Computing Experimental Software and Hardware Environment
4.2 The Influence of Heapsort Algorithm on the Target Recognition Rate of Football Competition
5 Conclusion
References
The Application of Artificial Intelligence in AI News Anchor
1 Introduction
2 Theoretical Concept
2.1 Definition of AI
2.2 Categories of AI
2.3 Machine Learning
2.4 Deep Learning and Neural Networks
2.5 Big Data
2.6 AI in Broadcast and Media Sector
3 Critical Case Study
3.1 The Application of AI in News Anchor
3.2 The Analysis of AI News Anchor
3.3 Future Development of AI in News Broadcasting
3.4 Ethics Issues of AI
4 Conclusion
References
Oil Painting Art Communication System Based on Artificial Intelligence Optimization Algorithm
1 Introductions
2 Research on the Spread of Oil Painting Art
2.1 The Appeal of Oil Painting Art Dissemination
2.2 Propagation Algorithm Based on Artificial Intelligence Optimization
3 Design of Oil Painting Art Communication System Based on Artificial Intelligence Optimization Algorithm
3.1 Development Mode
3.2 Development Tools
3.3 The Functional Structure of the Oil Painting Art Communication System
3.4 Register and Log in
3.5 My Workbench
3.6 Oil Painting Management
3.7 Exhibition Management
3.8 Oil Painting Statistics
4 Detection of Oil Painting Art Communication System Based on Artificial Intelligence Optimization Algorithm
4.1 Experimental Design
4.2 Result Analysis
5 Conclusions
References
Application of AI in Computer Network Technology in the Big Data Era
1 Introduction
2 Application of AI in CNT in the Era of BD
2.1 Advantages of Integrating AI Technology into CNT
2.2 Application of AI Technology in CNT
2.3 Application of AI Methods
3 Application Experiment of AI in Data Cleaning in the Era of BD
3.1 Experimental Method
3.2 Experimental Environment
4 Experimental Analysis
4.1 Evaluation of Correctness
4.2 Speedup Analysis
5 Conclusions
References
Business English Online Classroom Teaching Based on ESP Demand Analysis Technology
1 Introduction
2 BE Online Classroom Teaching Based on ESP Demand Analysis Technology
2.1 Problems in BE Online Classroom Teaching Based on ESP Demand Analysis Technology
2.2 Optimization Strategy of BE Online Classroom Teaching Based on ESP Demand Analysis Technology
2.3 SVM Classification Algorithm for Classroom Teaching Evaluation
3 Investigation and Research on BE Online Classroom Teaching Based on ESP Demand Analysis Technology
3.1 Research Methods
3.2 Survey Design
4 Data Analysis of BE Online Classroom Teaching Based on ESP Demand Analysis Technology
4.1 Analysis of BE Online Classroom Teaching Content
4.2 Teaching Content Student Needs
5 Conclusion
References
Application of AI Video Image Technology in Soft Ladder Strength Teaching and Training System
1 Introduction
2 Comparative Analysis of AI Video Image Technology Assisted Traditional Teaching and Traditional Teaching Mode
2.1 Help Students Establish Correct Visual Motion Representation
2.2 Give Full Play to the Leading Role of Teachers and the Main Role of Students
2.3 Enriching Teaching Methods and Improving Students' Motivation
3 The Application Process of AI Video Image Technology in the Soft Ladder Strength Teaching and Training System
3.1 Experimental Method
3.2 Experimental Principles
3.3 The Specific Implementation Process of Teaching in Control Group and Experimental Group
4 Experimental Results and Analysis
4.1 Test Results and Analysis of Related Technical Actions During Training
4.2 Comparative Analysis of the Results of the Control Group and the Experimental Group After the Experiment
5 Conclusions
References
Study on the Construction of Intelligent Supply Chain System Based on Internet of Things Technology
1 Background
2 Key Technologies of IOT and Supply Chain System
2.1 IOT Technology
2.2 Supply Chain System
2.3 Supply Chain Management Process of IOT
3 The Framework of IOT Applied in Supply Chain Management
4 Information Supply Chain Strategic Alliance Based on IOT
5 Suggestions of Artificial Intelligence in the Development of Supply Chain System
6 Conclusion
References
Application of Internet of Things Technology in the Field of Environmental Engineering
1 Introduction
2 Overview of IoT Technology
3 Problems Faced by the IoT in Environmental Engineering
3.1 Security and Reliability Need to Be Strengthened
3.2 Application and Industrialization Issues
3.3 The Relative Shortage of Talents
3.4 Key Technologies Restrict the Development of the IoT
4 Application of IoT Technology in the Field of Environmental Engineering
4.1 The Application of the IoT in Atmospheric Monitoring
4.2 Application of IoT in Water Quality Monitoring
4.3 The Application of the IoT in Solid Waste Supervision
5 Conclusion
References
Application of Intelligent Optimization Algorithm in the Analysis of Golf Track
1 Introduction
2 Intelligent Optimization Algorithm
2.1 Definition of Intelligent Optimization Algorithm
2.2 Ant Colony Algorithm
2.3 Particle Swarm Algorithm
2.4 Genetic Algorithm
2.5 Simulated Annealing Algorithm
3 Intelligent Optimization Algorithm Probability Model
4 Factors that Affect the Flight of Golf Balls
4.1 Swing Trajectory
4.2 Club Head Speed
4.3 Face Angle
4.4 Ball Angle
5 Intelligent Optimization Algorithm to Analyze Golf Trajectory
6 Conclusion
References
Investigation and Research into the Training Quality of Postgraduates Based on Artificial Intelligence
1 Introduction
2 Directly Conduct Research on the Quality of Postgraduate Training
3 Research of Postgraduate Training Model
4 Pay Attention to the Impact of the Fee System Reform on the Quality of Training, Such As: He Wenwen's "What Is the Future of Postgraduate Fee Reform"
4.1 Strengthen the Construction of On-Campus Hardware Facilities and Improve the Living and Learning Conditions of Students
4.2 The Construction and Management of Teaching Staff
4.3 Scientific Research
4.4 Postgraduates' Own Motivation
References
Application of Computer Technology in the Management of College Students
1 Introduction
2 Information Management System for College Students
2.1 System Architecture
2.2 System Function Module
3 System Test
3.1 System Test Scheme
3.2 System Testing Tools and Environment
4 System Test Results
4.1 Functional Test
4.2 Performance Test
5 Conclusions
References
Transformation from Financial Accounting to Management Accounting in the Age of Artificial Intelligence
1 Introduction
2 Overview of Management Accounting
2.1 Meaning and Characteristics of Management Accounting
2.2 Differences Between Financial Accounting and Management Accounting
2.3 Statistical Methods
3 Ideas and Methods
3.1 Subjects
3.2 Experimental Methods
4 Discussion on the Transformation from Financial Accounting to Management Accounting in the Age of Artificial Intelligence
4.1 Analysis on the Replacement Rate of Different Occupations by Artificial Intelligence in the Era of Artificial Intelligence
4.2 Analysis of Obstacles to Financial Digital Transformation in the Era of Artificial Intelligence
4.3 The Transition Path from Financial Accounting to Management Accounting Based on Artificial Intelligence Era
5 Conclusions
References
The Role of Artificial Intelligence and Virtual Reality Technology in the Training Mode of Rehabilitation Professionals
1 First, the Current Situation and Demand of Domestic Rehabilitation Personnel Training
2 Second, the Relationship Between Artificial Intelligence and Rehabilitation Medicine
3 Third, the Relationship Between Virtual Reality Technology and Rehabilitation Medicine
3.1 Application of Virtual Reality Technology in Rehabilitation of Children with Autism
3.2 Application of Artificial Intelligence in Rehabilitation of Clinical Hemiplegic Patients
3.3 Artificial Intelligence and Virtual Reality Technology Are Conducive to the Improvement of Students' Innovation and Entrepreneurship
References
Application of Artificial Intelligence Technology in Modern Medical Service System Under the Background of Big Data
1 Introduction
2 Application of Artificial Intelligence Technology in Modern Medical Service System Under the Background of Big Data
2.1 The Current Problems of Traditional Medical Services in Our Country
2.2 The Necessity of Artificial Intelligence Technology and Medical Integration
2.3 Problems in the Current Development of Smart Medical Care in Our Country
3 Experiment
3.1 Questionnaire Design
3.2 Reliability Test of the Questionnaire
4 Discussion
5 Conclusions
References
A Study on Operation Effect Evaluation of Financial Sharing Center of Jiangsu Port Group by Artificial Intelligence
1 Introduction
1.1 The Background and Significance of the Study
1.2 The Current Situation of Research at Home and Abroad
2 Financial Sharing Related Concepts and Theories
2.1 The Concept of a Financial Sharing Service Center is Defined
3 Evaluation of the Construction and Operation of the Financial Sharing Center
3.1 The Necessity of Building the Financial Sharing Service Center of Jiangsu Port Group
3.2 Construction of the Financial Sharing Service Center of Jiangsu Port Group
3.3 Financial Sharing Center Operations
4 Jiangsu Port Group Financial Sharing Center Optimization Recommendations
4.1 Build a Balanced Scorecard, Improve the Evaluation System, Pay Attention to and Improve the Level of Enterprise Service Management
4.2 Increase the Capital Investment at the Technical Level of Enterprise Information Technology
5 Conclusion
References
Information Talent Training Mode Reform in the Era of Artificial Intelligence and Big Data
1 Introduction
2 Course Status and Problems
2.1 Course Objectives Overview
2.2 Course Status and Problems
3 Course Design Based on TOPCARES-CDIO
3.1 Concept and Methods of Curriculum Design
3.2 Intented Learning Outcome
3.3 Curriculum Content and Resource Construction Reform
4 Curriculum Implementation and Operation
4.1 Teaching Organization and Implementation
4.2 Course Performance Evaluation Method
4.3 Curriculum Operation and Reform Effectiveness
5 Conclusions
References
Cross-Cultural Adaptation of International Students Based on the Use of Online Platforms in the Context of the Internet
1 The Status Quo of the Research on the Cross-Cultural Adaptation of International Students and the Proposals
2 Status Quo and Predicaments of International Students in China Using Online Platforms
3 Analysis on the Causes of the Difficulties of International Students in China Using Internet Platforms
3.1 Language Barrier
3.2 Cultural Differences
3.3 Usage Habits and Interface Design Issues
4 Conclusion
References
The Problem and Optimization of Container Cargo Loading Based on Intelligent System Under the Background of Information Technology
1 Introduction
2 The Theory of Aircraft Container
3 Description of Cargo Loading Problems of Air Container
3.1 Problems of Container Waste and Aircraft Load Imbalance Caused by Fixed "Three Principles" Operation
3.2 Super High Boundary Problem of Plate and Box
3.3 The Container is Lost and Pulled in the Wrong Position
4 Optimization Scheme
4.1 Principle of "Combination of Light and Heavy, Collection and Release of Stack Box"
4.2 Pallet Delivery Measurement Mold
4.3 Realize the Tracking and Positioning of Cargo Board by RFID and GPS
5 Conclusion
References
An Aircraft Part Assembly Based on Virtual Reality Technology and Mixed Reality Technology
1 Research Situation of Virtual Reality Technology at Homeland and Abroad
1.1 Research Situation of Virtual Reality Technology in Foreign Countries
1.2 Research Situation of Virtual Reality Technology
2 Composition of Virtual Reality System
2.1 The Computer
2.2 Input and Output Equipment
2.3 Application Software
2.4 Database
3 Immersive Virtual Reality System Immersive Virtual Reality System is a Set of Relatively Complex System
3.1 Characteristics of Immersive Virtual Reality System
4 Application of Virtual Reality Technology and Mixed Reality Technology in Aircraft Assembly
5 Application Examples of VR Technology to Simulate Aircraft Assembly
6 Conclusion
References
Machine Learning for the Electromechanical Coupling Problem in Composite Plates with Second Order Two Scale Algorithm
1 Introduction
2 Construction of Second Order Two Scale Asymptotic Expansion
3 Second Order Double Scale Algorithm and Numerical Examples
3.1 Validation of the Algorithm
3.2 Effect of Randomly Distributed Voids on Thermal Properties of Materials
4 Conclusion
References
The Application Analysis with Computer Technology for Effective Kinetic Energy of Mining Reserves
1 Introduction and Application of Computer Technology
2 Mechanism of Improving Development Effect by Advanced Water Injection
3 PAM Algorithm
3.1 Basic Thought
3.2 Calculation Method
4 Introduction of Visual Components Based on Reservoir Analysis and Mining Technology
4.1 Introduction of Main Functions
4.2 ArcObjects Introduces the Main Functions
5 Realization of 3D Visualization Component
6 Conclusion
References
Niagara Framework Technology for Cloud Edge Collaborative Intelligent Building Management System
1 Introduction
2 Niagara Framework Technology
3 Cloud Deployment Technology
4 Search Technology
5 Edge Calculation
6 Conclusion
References
Knapsack Model and Multi-objective Particle Algorithm for Business Model of Pension
1 Introduction
2 Data Sources and Hypothetical Data
2.1 Data Hypothesis
2.2 Business Design Objectives
3 Multi Objective Knapsack Model Based Data Processing for Bed Operation of Elderly Care Service
3.1 Research Ideas
3.2 Research Method
4 Construction of Pension Business Model Based on Multi Objective Particle Algorithm
4.1 Research Ideas
4.2 Basic Process of Classical Particle Swarm Optimization
4.3 Multi Objective Particle Swarm Optimization Process
4.4 Comprehensive Solution of Model Based on MATLAB
5 Conclusion
References
Enterprise Intelligent Accounting System Structure and Intelligent Accounting Algorithm
1 Introduction
2 Research on the Basic Theory of Enterprise Environmental Cost Accounting
2.1 Concept and Characteristics of Enterprise Environmental Cost
3 Suggestions on Strengthening Environmental Cost Accounting of Enterprises
3.1 Strengthen Publicity and Enhance Environmental Protection Awareness of Enterprises
3.2 Establish and Improve Relevant Laws and Regulations
3.3 Establish Environmental Accounting Standards and Construct Environmental Cost Accounting System
4 Conclusion
References
Research on Improvement of Logistics Management System Based on Blockchain Technology
1 Introduction
2 Related Technical Basis
2.1 Concept and Characteristics of Blockchain
2.2 Recommendation Algorithm
3 Demand Analysis of Intelligent Logistics System
4 Main Improvements
4.1 Aiming at the Improvement of the Program Design of the System
4.2 Improve the Maintenance of the System
5 Implementation of Intelligent Logistics System
6 Full Text Summary
References
BP Neural Network Computer Network Information Security Risks and Solutions
1 Introduction
2 Construction of Evaluation Index System
3 Modeling with BP Algorithm
3.1 BP Algorithm
3.2 Improved BP Algorithm
3.3 Normalization of Evaluation Index
3.4 Network Security Risk
4 Structure of Evaluation Model
5 Evaluation Case
6 Concluding Remarks
References
Research on Object Detection and Shadow Detection Algorithm Based on Computer Vision
1 Introduction
2 Overview of Shadow Detection Methods
2.1 Definition of Mingying
2.2 Types of Shadows
2.3 Feature Detection in Image Detection
3 Shadow Detection Method
3.1 Shadow Detection Algorithm Based on Color Density Conversion
3.2 Shadow Detection Algorithm Based on Color Feature Invariants
4 Concluding Remarks
References
On Personalized Cultural and Creative Product Design Strategy Based on AI Painting Generation
1 Overview of AI-Based Painting Generation and Cultural Creative Product Design
1.1 AI-Based Painting Generation
1.2 Cultural and Creative Product Design
2 Analysis of the Combination of Paintings and Cultural Creative Works
3 On Personalized Cultural and Creative Product Design Strategy Based on AI Painting Generation
3.1 Build Image Library
3.2 Feature Extraction
3.3 Image Stitching Method
4 Conclusion
References
Location Prediction and Image Recognition of Asian Hornet Based on Deep Learning
1 Introduction
1.1 Background
1.2 Question Assumptions
1.3 Symbol Description
2 Long and Short Neural Networks
2.1 Data Processing
2.2 Model Building
2.3 Model Solving
3 Convolutional Neural Networks
References
Application of Artificial Intelligence Technology in College English Teaching
1 Introduction
2 Basic Concepts of Artificial Intelligence Technology
3 Basic Framework of Teaching Application of Artificial Intelligence Technology
3.1 General Framework
3.2 Framework Analysis
4 College English Teaching Intelligent System Design
4.1 Information Collection Layer
4.2 Information Processing Design
4.3 Functional Design
5 Systematic Teaching Application Mode
5.1 Mix the Top and Bottom of the Wire
5.2 Targeted Guidance
6 Conclusion
References
Application of Customer Relationship Management in O2O Companies
1 Research Method
1.1 Literature Review
1.2 Expert Discussion
1.3 Field Trips
2 Research Background
2.1 Connotation of Customer Relationship Management
2.2 General Model of CRM System
2.3 O2O E-Commerce Model and Its Development
3 The Current Problems of O2O Model Companies
3.1 Insufficient Attention to Customer Relationship Management
3.2 Insufficient Customer Information Processing Capabilities
3.3 The Communication Between Companies and Customers Is Not Smooth
3.4 Low Customer Loyalty
4 Application of Customer Relationship Management in O2O Companies
4.1 Help Employees to Establish Customer First Awareness
4.2 Fully Leverage the Customer Relationship Management System to Understand Customer Needs
4.3 Use the Customer Relationship Management System for Multi-channel Communication and Promotion
4.4 Use Customer Relationship Management to Build Customer Loyalty
5 Conclusion
References

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2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City

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