LISS 2020 : Proceedings of the 10th International Conference on Logistics, Informatics and Service Sciences

This book contains the proceedings of the 10th International Conference on Logistics, Informatics and Service Sciences (LISS 2020), which is co-organized by Beijing Jiaotong University, Budapest University of Technology and Economics, in July 25–28 2020. This book focuses on the “AI and data-driven technical and management innovation in logistics, informatics and services” and aims to provide new research methods, theories and applications from various areas of management and engineering. In detail the included scientific papers analyse and describe communication processes in the fields of logistics, informatics, service sciences and other related areas. The variety of papers delivers added value for both scholars and practitioners. Information and communication technologies have been providing an effective network infrastructure and development platform for logistics and service operations. Contents Mono Camera Based Pallet Detection and Pose Estimation for Automated Guided Vehicles 1 Introduction 1.1 Contributions 1.2 Outline of the Paper 2 Related Works 3 Detection 4 Pose Estimation 5 Test Results 6 Conclusion References Modeling Strategies for Risk Prediction in Clinical Medicine with Restricted Data: Application to Cardiovascular Disease 1 Introduction 2 Methodology 2.1 Clinical Risk Prediction by Survival Analysis 2.2 Modeling Strategies for Clinical Risk Prediction 3 Case study on Cardiovascular Desease 3.1 Data Description 3.2 Procedures Before Experiment 3.3 Experiment 3.4 Results 4 Discussion 4.1 Comparison of Variable Selection Techniques 4.2 Limitation and Further Improvement References Pragmatic Interoperability for Extreme Automation and Healthcare Interoperability and Continuity 1 Introduction 2 Proposed Methodology 3 The ExtremeFlow Approach 4 Conclusions References AHP-Based Multicriterial Ranking Model for the City Logistics Analysis of Urban Areas 1 Introduction 2 Multicriterial Models in City Logistics 3 Results of Our Former Research 4 Development of the AHP-Based Ranking Model 4.1 AHP-Based Ranking Model 4.2 Evaluation Criteria 4.3 Criteria Evaluation by Experts 5 Testing the Model for Shopping Malls in Budapest 5.1 Test Without a Fictive Zone 5.2 Test with a Fictive Zone 6 Next Steps of the Research 7 Summary References The Influence of Religious Tradition and Social Trust on Corporate Cash Holdings 1 Introduction 2 Theoretical Analysis and Research Hypothesis 2.1 Religious Traditions and Corporate Cash Holdings 2.2 Social Trust and Corporate Cash Holdings 2.3 Religious Tradition, Social Trust and Corporate Cash Holdings 3 Study Design 3.1 Sample Selection 3.2 Definition of Variables 3.3 Model Setting 4 Empirical Results Analysis 4.1 Descriptive Statistics 4.2 Analysis of Basic Regression Results 4.3 Further Analysis 4.4 Robustness Test 5 Conclusions and Recommendations References Data-Driven Organizational Structure Optimization: Variable-Scale Clustering 1 Introduction 2 Scale Transformation Theory 3 Management Scale Level Discovery 3.1 Management Scale Level 3.2 Scale Level Discovery Based on the Scale Transformation 4 Experiment Results and Discussion 5 Conclusions References Auto-carrier Transport Routing Problem with Loading Constraint 1 Introduction 2 Problem Description 3 Mathematical Model Establishment 3.1 Parameters 3.2 Variables 3.3 Objectives 3.4 Constraints 4 Algorithm Design 4.1 Gurobi Solver 4.2 Floyd Algorithm 4.3 Solving Process 5 Example Analysis 6 Conclusion References Towards Using Micro-services for Transportation Management Systems 1 Thinking Out of the Box 2 Innovation in the Transport Logistics 3 Towards Microservice Based Transport Systems 4 Conclusions References An Analytic Approach for Workers’ Fatigue Examination Using RFID-Enabled Production Data 1 Introduction 2 Literature Review 2.1 Fatigue in the Workplace 2.2 Application of RFID Technology in Manufacturing 3 Methods 3.1 Data Collection 3.2 Data Processing 4 Data Analyses and Discussion 4.1 Shift-Related Data Analysis 4.2 Gender-Related Data Analysis 5 Conclusions References Port Logistics Demand Forecast Based on Grey Neural Network with Improved Particle Swarm Optimization 1 Introduction 2 Prediction Model Based on IPSO-GNN 2.1 Gray Neural Network 2.2 Improved Particle Swarm Optimization Algorithm 2.3 Improved Particle Swarm Optimization Algorithm to Optimize Grey Neural Network 3 Selection of Logistics Demand Forecast Index of Dalian Port 3.1 Influencing Factors Analysis of Dalian Port Logistics Demand Forecast 3.2 Analysis and Selection of Logistics Demand Index of Dalian Port 4 Logistics Demand Prediction Dalian Port Based on IPSO-GNN 4.1 Establish a Prediction Model Based on IPSO-GNN 4.2 Model Prediction Results and Analysis 5 Conclusions References A Review of the Schedulability Tests and Optimal Design for Rate-Monotonic Scheduling 1 Introduction 2 Inexact Schedulability Tests 2.1 Utilization Upper Bound Method 2.2 Harmonic Chain Method 2.3 Construction Method 2.4 Response Time Analysis 2.5 Summary of the Inexact Tests 3 Exact Schedulability Tests 3.1 Scheduling Points Tests 3.2 Response Time Analysis 3.3 Summary of the Exact Tests 4 Rate-Monotonic Optimal Design 5 Conclusions and Future Work References The Facility Layout Problem in a Logistics Park Based on Accessibility and Transport Diversity 1 Introduction 2 Methodology 2.1 FAs Transport Requirement Measurement 2.2 Parcels Traffic Conditions Measurement 2.3 Accessibility-Diversity-Based Model 3 Solutions Algorithm 4 Case Study 5 Conclusions References The Study of the Mode and Operation Mechanism of Government Procurement Management in China 1 The Historical Stage of Government Procurement in China 2 The Type of Current Management Mode of Government Procurement in China 3 The Operation Mechanism of Government Procurement in China 3.1 Planning Mechanism 3.2 Organizational Mechanism 3.3 Coordination Mechanism 3.4 Control Mechanism 4 The Analysis of Problems and Causes of the Government Procurement Operation Mechanism 4.1 The System Is not Perfect. There Is not a Standard for the Budget and Plan 4.2 The Unequal Power and Responsibility and Unbalanced Power Operation 4.3 Poor Coordination and the Gap in Program Operation 4.4 The Low Cost of Non-Compliance and the Weak Execution and Punishment 5 Building the Model of Government Procurement Performance Evaluation Based on Stakeholders’ Perspective 5.1 Selection of the Model Indicator 5.2 The Selection of the Model Method 5.3 The Calculation of the Weight of the Model Indicator 5.4 Empirical Research References Non-financial Influencing Factors of Software Enterprise Credit Level 1 Introduction 2 Theoretical Basis and Hypothesis 2.1 Management Scale Factor 2.2 Creative Ability Factor 2.3 Financing Capacity Factors 2.4 Operational Risk Factors 3 Empirical Design 3.1 Test Line 3.2 Research Sample 3.3 Descriptive Statistics of Sample Data 4 Empirical Test and Analysis 4.1 Factor Analysis 4.2 Multiple Regression Analysis 5 Conclusion References Evacuation Design and Simulation of Rail Transit Platforms 1 Introduction 2 Literature Review 3 Platform Evacuation Algorithm 4 Evacuation Modeling Simulation 4.1 Simulation Parameter Design 4.2 Platform Evacuation Modeling Simulation 5 Conclusion References Optimization of Non-motorized Traffic Around Rail Transit Stations 1 Introduction 2 Literature Review 3 Influencing Factors Analyzing Based on Structural Equation 3.1 Questionnaire Design 3.2 Reliability Test of Questionnaire 3.3 Structural Equation Model (SEM) Analysis 4 Non-motorized Traffic Optimization Around Rail Transit Station 4.1 Overall Non-Motorized Space Layout 4.2 Optimize the Key Nodes of Non-Motorized Traffic 4.3 Design of Humanized Non-motorized Traffic Road Facilities: 5 Conclusion References Layout Planning of Container Piggyback Transport Stations Based on Road-Railway Intermodal Transportation 1 Introduction 2 Literature Review 2.1 Research on Technical Equipment 2.2 Research on Transportation Economics and Pricing 2.3 Research on Transport Organization 2.4 Research on the Transportation Network 2.5 Research on Station Layout 2.6 Review of Research Status 3 Problem Description and Model Formulation 3.1 Network Scale Benefit 3.2 The Number of Hub Nodes and Choose the Layout of the Hub 3.3 Network Node Transportation Route and Transportation Cost 3.4 Basic Assumptions 3.5 Function Expression 4 Algorithm 5 Computational Experiments 5.1 Case Background 5.2 Modal Calculation 5.3 Sensitivity Analysis 5.4 Conclusion for Sensitivity Analysis 6 Conclusion References Simulation and Optimization of Automated Warehouse Based on Flexsim 1 Introduction 2 Literature Review 3 Optimization of AS/RS Simulation Based on Flexsim 3.1 Inbound Model 3.2 Processing Outbound Model 4 Model Analysis and Optimization 4.1 Inbound Results Analysis Optimization 4.2 Analysis and Optimization of Processing Outbound Model 5 Conclusion References Research on Path Planning of Logistics Storage Robot Based on Fuzzy Improved Artificial Potential Field Method 1 Introduction 2 Traditional Artificial Potential Field Method 3 Principle of Fuzzy Improved Artificial Potential Field Method 3.1 Introduce Distance Adjustment Factor 3.2 Introduce Relative Velocity and Relative Acceleration 3.3 Fuzzy Adjustment of Repulsion Potential Field Coefficient 4 Simulation Experiment and Result Analysis 5 Conclusions References The Whole-Course Logistics Enterprise Credit Reference System Based on Blockchain Technology 1 Introduction 2 Literature Review 3 Whole-Course Logistics Enterprise Credit Scoring Modeling 3.1 Index System 3.2 Credit Scoring Model 3.3 Empirical Study 4 Whole-Course Logistics Enterprise Credit Reference System Based on Blockchain Technology 5 The Advantages of Whole-Course Logistics Enterprise Credit Reference Systems Based on Blockchain Technology 5.1 Eliminate the Credit Information Barriers 5.2 Ensuring Data Security 5.3 Dynamic Update of Credit Information 5.4 Credit Information Can Be Traced 5.5 Forming Consensus Credit Evaluation 6 Conclusions References Predicting Question Response Rate in Different Topics in Zhihu 1 Introduction 2 Related Research 3 What is Binary Logistic Regression 4 Research Models and Hypothesis 4.1 What is the Characteristics of the Question 4.2 What is the Characteristics of the Questioner? 5 Research Method 5.1 Topic Selection 5.2 Data Collection 5.3 Variable Measurement 5.4 Method of Prediction 6 Results and Analysis 6.1 Descriptive Results 6.2 Models Building 6.3 Model Prediction 7 Conclusion References Content Recommendation of Tender Documents Based on Qualitative Characteristics 1 Introduction 2 The Non-interference Sequence Index 3 Reuse and Revision of Tender Documents 3.1 The Concepts of Tender Documents’ Recommendation 3.2 Content Recommendation Mechanism 3.3 Reuse of Tender Documents 3.4 Revision of Tender Documents 4 Experiments and Results 4.1 Recommendation Process of Case Reuse 4.2 Recommendation Process of Case Revision 5 Conclusion and Prospect References Environmental Uncertainty, Customer Concentration and Debt Financing Capacity 1 Introduction 2 Literature Review and Research Hypothesis 2.1 Customer Concentration and Debt Financing Capacity 2.2 Environmental Uncertainty, Customer Concentration and Debt Financing Capacity 3 Research Design 3.1 Empirical Model 3.2 Variable Definitions 3.3 Data Source and Sample Processing 4 Empirical Analysis 4.1 Descriptive Statistics 4.2 Regression Results 4.3 Robustness Test 5 Conclusion References OD-HyperNet: A Data-Driven Hyper-Network Model for Origin-Destination Matrices Completion Using Partially Observed Data 1 Introduction 2 Problem Definition 2.1 Partially Observed Origin-Destination Matrix 2.2 Basic Assumptions and Mathematical Formulation 3 Model 3.1 OD-HyperNet: The Origin–Destination Hyper-Network Model 3.2 Inferring Inflow/Outflow Population based on Cross-Layer Breadth-First Searchs 3.3 OD Matrices Completion 4 Experiments 4.1 Data Description 4.2 Robustness and Accuracy of Inflow/Outflow Population Estimation 4.3 Completing OD Matrix 5 Conclusion References The Supervision Strategy Based on Evolutionary Game Between Government and Sharing Economy Enterprises of Beijing 1 Introduction 2 Game Matrix 2.1 Game Matrix 2.2 Evolutionary Game Model of Technological Developing Behavior 2.3 Replicated Dynamic Equation Sharing Economy Enterprises 2.4 Replicated Dynamic Equation of Government 2.5 Dynamic Evolution of Game Model 3 Analysis of Game Evolution 4 Conclusion References Research on Learning Path Recommendation in Intelligent Learning 1 Introduction 2 Literature Review of Learning Path Recommendation 2.1 Influencing Factors of Learning Path Recommendation 2.2 Intelligent Algorithm of Learning Path Recommendation 3 Learning Path Recommendation Problem Description 3.1 Learner Characteristics 3.2 Learning Object Characteristics 3.3 Learning Path Recommendation 4 Learning Path Recommendation Based on Ant Colony Algorithm 4.1 Similar Learner Recognition 4.2 Heuristic Information 4.3 Update on Pheromone 4.4 Selection Probability of Learning Objects 4.5 Learning Path Recommendation Algorithm 4.6 Simulation Algorithm Experiment 5 Conclusion References News Recommendation Based on Click-Through Rate Prediction Model 1 Introduction 2 Literature Review 3 Problem Definitions and Theoretical Principle 3.1 Problem Definition 3.2 Theoretical Principle 3.3 Click-Through Rate Prediction Model 4 News Recommendation System 4.1 Basic Feature Extraction 4.2 Feature Preprocessing 4.3 Click-Through Rate Prediction Model 5 Experimental Evaluations and Result Analysis 5.1 Dataset 5.2 Analysis of Results 6 Conclusions References Data-Driven Phenetic Modeling of Scripts’ Evolution 1 Introduction 2 Extended Phenetic Model 2.1 The Problem of the Homoplasies 2.2 Descendant and Ancestor Scripts 2.3 Processing Operators 3 The Successive Elimination and a Case Study 3.1 Generating Script Spectra and Group Spectra 3.2 Eliminating the Less Likely Script Groups 3.3 Eliminating the Less Likely Scripts 4 Conclusions References A Relevance Study of Economic Time Series Data 1 Introduction 2 Research on the Correlation of Macroeconomic Data of Time Series Shape 2.1 Data Selection 2.2 Study on the Correlation Between CPI, M2 and INV 3 Correlation Study of Time Series Macroeconomic Data 3.1 Research on Long-Term Equilibrium of CPI, M2 and INV 3.2 Short-Term Fluctuation of CPI, M2 and INV 4 Conclusion References Deciphering Historical Inscriptions Using Machine Learning Methods 1 Introduction 2 Description of the Algorithms 3 Description of the Applied Methods 3.1 Classification Method 3.2 Levenshtein Distance 3.3 Circle Method 3.4 Number of Matches 3.5 Algorithm Robustness 4 Application of the Methods 5 Conclusions References Urban Public Traffic Network Optimization Based on Simulation Technology 1 Introduction 2 Literature Review 3 Feature Comparison of Conventional Bus and Metro 4 Bus Network Optimization 4.1 Bus Route Adjustment Purpose 4.2 Bus Route Adjustment Method 4.3 Bus Route Specific Optimization Scheme 4.4 Overall Comparison Before and After Adjustment 5 Bus Network Optimization Simulation 5.1 Survey Data 5.2 Build a Simulation Model 5.3 Simulation Result 6 Conclusion References Special Purpose Network Simulator for Transport Protocol Analysis 1 Introduction 2 Properties of Existing Network Simulators 3 SimCast Validation with ns-2 4 Main Features of the Simulator SimCast 5 Conclusions References Financing Schemes in Supply Chains with a Capital-Constrained Supplier: Coopetition and Risk 1 Introduction 2 Literature Review 3 Model Settings 3.1 Assumptions and Notations 3.2 Sequence of Events 4 Purchase Order Financing 4.1 The Small Supplier’s Effort Under POF 4.2 The Manufacturer’s Decision Under POF 4.3 The Peer Supplier’s Decision Under POF 5 Buyer Direct Financing 5.1 The Small Supplier’s Effort Under BDF 5.2 The Manufacturer’s Decision Under BDF 5.3 The Peer Supplier’s Decision Under BDF 6 Peer Financing 6.1 The Small Supplier’s Effort Under PF 6.2 The Manufacturer’s Decision Under PF 6.3 The Peer Supplier’s Decision Under PF 7 The Optimal Financing Decision 8 Conclusion Appendix: Proofs References Evaluating Transportation Routes Between China and Vietnam Based on Delphi–CFPR 1 Introduction 2 Literature Review 3 Methodology 3.1 The Delphi Method 3.2 The CFPR Method 4 Empircal Analysis 4.1 The Survey Design 4.2 Evaluation of the Criteria and Alternative Routes from Chongqing to Haiphong 5 Conclusion References Integrated Planning for the Intermodal Container Terminals of the CR Express based on Markov Process 1 Introduction 2 Literature Review 3 The Model of Intermodal Terminal System 3.1 The Markov Process of Intermodal Terminal System 3.2 The Generator Matrix of Intermodal Terminal System 3.3 Performance Measure 4 Numerical Analysis 4.1 Effects of the Railway Distribution Rate 4.2 Total Revenues in the Situation of with Cooperation and Without Cooperation Between Two Terminals 4.3 Analysis of the Average Storage Time and the Utilization 5 Conclusion References Research on Quantitative Stock Selection Method Based on Random Forest 1 Introduction 2 Related Work 2.1 Overview of Quantitative Stock Selection Methods 2.2 Decision Tree 2.3 Random Forest 3 Research Design and Methods 3.1 Research Objects and Data Sources 3.2 Selection of Research Application Indicators 4 Research Results 4.1 Decision Tree Prediction Results 4.2 Random Forest Prediction Results 5 Conclusion References MPNC: Improving Reliability of Data Transmission in Wireless Ad Hoc Networks 1 Introduction 2 System Model 3 The MPNC Scheme Overview 3.1 Multipath Routing Algorithm 3.2 Network Coding Transmission Scheme 3.3 Dynamic Load Balancing Strategy 4 The Performance Model of MPNC 4.1 Reliability Model Analysis 4.2 Overhead Model Analysis 5 Simulation Analysis 5.1 Effect of Scheme Parameters on Overhead 5.2 Reliability Comparison of Different Scheme in Single-Hop Scenarios 5.3 Reliability Comparison of Different Scheme in Multi-hop Scenarios 6 Conclusion References Multi-step Time Series Forecasting of Bus Passenger Flow with Deep Learning Methods 1 Introduction 2 Multi-step Time Series Forecasting Model 2.1 Data Source 2.2 Data Preprocessing 2.3 Multi-step Time Series Forecasting Model 2.4 Forecast Results and Analysis 3 Conclusions 3.1 Hybrid Short-Term Bus Passenger Flow Prediction Model 3.2 Other Factors Affecting Bus Passenger Flow References Research on Multi-stage Random Distribution Method 1 Introduction 2 Preliminary Knowledge 2.1 Expected Value Model 2.2 Discrete Convolution 2.3 Two-Stage Distribution Model 3 The Expected Value Model of Multi-stage Resource Distribution Problem 4 Node Residual Quantity Judgment Method 4.1 Resolution Steps 5 Case Analysis 6 Conclusion References Vessel Scheduling and Refueling in Liner Shipping: Modeling Transport of Perishable Assets with a Collaborative Agreement 1 Introduction 2 Problem Description 2.1 General Description 2.2 Collaborative Agreement 2.3 Port Handling Cost 2.4 Late Arrival Penalty 2.5 Container Inventory Cost 2.6 Transport of Perishable Assets 2.7 Refill Ports and Bunker Cost 3 Model Formulation 3.1 Nomenclature 3.2 Model of VSRSPACA 4 Algorithm 5 Numerical Experiments 5.1 Input Data Description 5.2 Managerial Insights 6 Conclusions and Future Research Extensions References Research on the Common Delivery Model of Express Logistics in Urban and Rural Areas—A Case Study on Lujiang County, Hefei City 1 Introduction 2 Delivery Mode Overview 2.1 Third-Party Delivery Model 2.2 Self-operated Delivery Model 2.3 Interoperable Delivery Model 2.4 Common Delivery Model 3 Common Delivery Model in Urban and Rural Areas 3.1 Realization Path of Urban-Rural Common Delivery 3.2 Working Mode of Regional Common Distribution Center 4 Case Simulation of Lujiang County, Hefei City 4.1 Case Assumption 4.2 Data Research and Analysis 4.3 Result Analysis 5 Conclusions References Analysis of Lemon Company’s Cross-Border E-Commerce Logistics Distribution Mode Selection 1 Introduction 1.1 Lemon (L) Company Background 1.2 Company L Export Product 1.3 Overseas Operation 2 Lemon Company’s Cross-Border Logistics Distribution Model Selection 3 Construction of Evaluation Model and Analysis 3.1 Analytic Hierarchy Process to Calculate Index Weight 3.2 The Relevant Gray Evaluation Numbers Are Calculated as Follows 4 Result and Discussion 4.1 Ontime Distribution of Logistics 4.2 Solve the Problem of Return 4.3 Reduce Logistics Costs 5 Conclusion References The Construction of “Two-Side” Value Chain Between the Power Grid Side and the User Side in the Internet Trading Platform with Positive Sum Game Nature 1 Introduction 2 Review of Related Studies 3 Construction of “Double Side” Positive Sum Game Value Chain 3.1 Construction of “Double Side” Positive Sum Game Value Chain 3.2 “Two-Sided” Positive Sum Game Value Chain Construction Measures 3.3 Construction of “Double Side” Positive Sum Game Value Chain 4 Conclusion References Mining and Analysis of Emergency Information on Social Media 1 Introduction 2 Literature Review 3 Microblog Mining Analysis 3.1 Microblog Text Feature Analysis 3.2 Text Pre-processing Analysis 3.3 Comparison of Microblog Topic Mining Methods 4 Construction of MB-LDA Topic Model 4.1 Introduction of MB-LDA Topic Model 4.2 Derivation of MB-LDA Topic Model 4.3 Implementation of the MB-LDA Topic Model 5 Experimental Design 5.1 Data Collection 5.2 Experimental Results and Analysis 6 Conclusion References Application of Object—Attribute Space Segmentation in Bidding Activities 1 The Introduction 2 Related Work 2.1 Object Cohesion 2.2 Object Aggregate Cohesion 3 Principle and Procedure of Algorithm 3.1 Algorithm Principle 3.2 Algorithm Steps 4 The Example Analysis 4.1 Problem Background and Data 4.2 Algorithm Practice Process 5 Conclusion References Research on Bidding Case Recommendation Algorithm Considering Bidding Features 1 Introduction 2 Research Status 3 Recommendation Methods of Bidding 3.1 Core Concepts and Algorithm Construction Principles 3.2 Bidding Case Recommendation Process 3.3 Content-Based Recommendation Algorithm 3.4 Cosine Similarity Algorithm 3.5 Case Similarity Judgment Threshold 4 Experiment and Result 5 Summary and Outlook References Pricing and Versioning Strategy for Information Products with No-Free-Disposal: The Role of Consumers’ Expectations Formation 1 Introduction 2 Literature Review 3 Model Settings 3.1 Based on Monopolist’s Profit Maximization (Exogenous Quality) 3.2 Based on Monopolist’s Welfare Maximizing (Endogenous Quality) 4 Comparative Analysis 5 Conclusion Appendix: Proofs References The Comparison of Two Styles of Residence Layout Examined by Sunshine—Beijing and Barcelona 1 Two Different Styles of Layouts and Their Influence 2 The Sunshine Influence Factors and Its Deepening Analysis Method 3 The Results of Two Different City Layout 4 Conclusions and Prospect References Manpower Planning for MTR Carriage Assembly with an Integer Programming 1 Introduction 2 Problem Description and Formulation 2.1 Problem Description 2.2 Assumptions 2.3 Symbols 2.4 Formulation and Its Explanation 3 Numerical Study and Discussions 3.1 Numerical Study 3.2 Discussions 4 Conclusion References Relationships Between Human Capital, Organizational Integration, and Performance in Omni-Channel Retailing 1 Introduction 2 Literature Review and Conceptual Model 2.1 Human Capital 2.2 Organizational Integration in SCI 2.3 SCI and Performance 2.4 Conceptual Model 3 Methodology 3.1 Sample Selection 3.2 Questionnaire Design 4 Result 4.1 Preliminary Study 4.2 Exploratory Analysis Results 4.3 Confirmatory Analysis Results 4.4 Hypotheses Testing and Results 5 Conclusion and Discussion 5.1 Discussion About Results 5.2 Implications for Research 5.3 Implications for Practice 5.4 Limitation Appendix References Research on the Cashback Strategy of E-tailers with Strategic Consumers 1 Introduction 2 Literature Review 3 Model 4 Numerical Analysis 5 Conclusion Appendix: Proofs References Correlation Analysis of Waterway Passenger Transport and Tourism Development in Beihai City 1 Introduction 2 Current Situation of Integrated Development of Waterway Passenger Transport and Tourism in Beihai City 3 VAR Model of the Correlation Between Waterway Passenger Transport and Tourism in Beihai City 4 Trend Analysis of Waterway Passenger Transport and Tourism Integration in Beihai City 5 Suggestions on the Interactive Development of Waterway Transportation and Tourism in Beihai City 6 Conclusion References Towards Fully-Synthetic Training for Industrial Applications 1 Introduction 2 Related Work 3 Synthetic Image Generation of Industrial Objects 3.1 Background Generation 3.2 Foreground Generation 3.3 Lighting and Camera 3.4 Annotations 4 Experiments 4.1 Industry-Centered Evaluation Dataset 4.2 Model Training 4.3 Evaluation and Ablation Study 5 Conclusion References Research on the Prediction of Shenzhen Growth Enterprise Market Price Index Based on EMD-ARIMA Model 1 Introduction 2 Related Work 3 Result Analysis 4 Conclusion References Research on Location and Path Planning of Distribution Center Based on Improved k-Means Clustering Algorithm and Improved Ant Colony Algorithm 1 Introduction 2 Traditional k-Means Clustering Algorithm and Ant Colony Algorithm 3 Improvement of k-Means Clustering Algorithm and Ant Colony Algorithm 4 Simulation Experiment and Result Analysis 5 Conclusions References Customer Churn Prediction in the Broadband Service on Machine Learning 1 Introduction 2 Methodolog 3 Data 4 Results 5 Conclusion References Research on the Identification and Prediction of Default Risk of Online Lending Platform Customers 1 Introduction 2 Related Works 3 Research Object and Research Method 4 Conclusion References Stackelberg Game Model of Power Plants and Large Users Considering Carbon Trading 1 Introduction 2 Literature Review 3 Stackelberg Game Model of Power Plant Units and Large Users Considering Carbon Emissions 4 Model Analysis and Solving 5 Algorithm Design 6 Conclusion References Collaborative Governance of Internal Control of Scientific Research Funds in Colleges and Universities Under the Background of “Release Management Service” 1 Introduction 2 Support of Internal Control Theory 3 Support of Collaborative Governance Theory 4 Construction of Internal Control Model for Scientific Research Funding of Universities Based on “Decentralized Service” Under the COSO Framework 5 Construction of a Dynamic Cycle Model for Internal Control of University Scientific Research Funding Based on Collaborative Governance 6 Construction and Application of Evaluation Index System for Collaborative Governance of Internal Control of Scientific Research Funds in Colleges and Universities 7 Analysis on the Achievements of Internal Control and Collaborative Governance of Scientific Research Funds in Z University References Multiobjective Optimization of Production Line Supply Based on Maximum Endurance Time and Rest Allowance 1 Introduction 2 Problem Description 3 Mathematical Model 4 Results 5 Conclusion References Study on Site Selection Evaluation of Police Drone for the Disposal of Abnormal Moving Vehicles 1 Introduction 2 Problem Description and Index Selection 2.1 Selection Principles of Risk Assessment Indicators 2.2 Vulnerability Factors of Regional Environment 2.3 Area Fortification Level 3 Index System and Index Weight 3.1 Establishment of Evaluation Index System 3.2 Determine the Weight of Evaluation Indicators 4 Case Risk Assessment Study 4.1 Risk Factors Analysis of Abnormal Driving Vehicles in Each Police District 4.2 The TOPSIS Method Calculates the Value of Regional Comprehensive Evaluation 4.3 Suggestions on the Standby Point of Police UAV 5 Conclusions and Prospects References Selection Strategies on Overseas Logistics Nodes for Chinese Business Logistics Enterprises 1 Introduction 2 Literature Review 3 Trade Network of the Belt and Road 4 Importance Evaluation Index 4.1 Topological Importance 4.2 Economic Importance 5 Comprehensive Evaluation Method 5.1 Eigenfactor Matrix of Nodes 5.2 Matrix Standardization 5.3 Weighting Eigenfactor Matrix for the Nodes 5.4 Calculation of the Ideal Values for Index Importance 5.5 Distance Calculation 5.6 Closeness Calculation 6 Topological and Economic Importance Analysis 6.1 Node Importance Analysis 6.2 Regional Importance Analysis 7 Strategies of Investment and Construction References Evaluation Model Construction of Brand Media Influence in Short Video in the Publishing Media Industry 1 Introduction 2 Review of Related Studies 3 Research Problems in This Paper 4 Propagation Breadth and Propagation Depth 4.1 Correlation Introduction 4.2 Effect 5 Evaluation Model of Brand Media Influence in Short Video 5.1 Through Short Video to Discuss Brand Communication Elements 5.2 Evaluation Model Construction of Brand Media Influence in Short Video in Publishing Media Industry 5.3 Verification and Analysis of the Evaluation Model of Brand Media Influence in Short Videos in Publishing Media Industry 6 Conclusions References Balancing Optimization of Mixed-Flow Assembly Line Based on Hybrid Genetic Algorithm 1 Introduction 2 Literature Review 3 Analysis Review of Balance Problems in Mixed-Flow Assembly 3.1 Existing Cycle Time Does not Meet Consumer Demand 3.2 Uneven Load Distribution Among Workstations on the Assembly Line 3.3 Complexity of Mixed-Flow Assembly Lines 4 Equilibrium Model Construction Based on Hybrid Genetic Algorithm 4.1 Hybrid Genetic Algorithm Design 4.2 Model Effect Validation 5 Case Calculations and Analysis 5.1 Analysis of the Current State of Assembly in Company L 5.2 Assembly Line Balance Optimization 5.3 Analysis of Results 6 Conclusion References Informatization Development Mode of Internal Control in Colleges and Universities Based on Principal-Agent 1 Introduction 2 Literature Review 3 Model of Informatization Development of Internal Control 3.1 Delegation Mode p: Local Delegation 3.2 Delegation Mode q: Complete Delegation 4 Analysis and Solution of Model 4.1 Delegation Mode p: Local Delegation 4.2 Delegation Mode q: Complete Delegation 4.3 Conclusion and Summary 5 Case Study: X University’s Development Mode 6 Conclusion References Research on Balancing Problem of Stochastic Two-Sided Mixed-Model Assembly Lines 1 Introduction 2 Analysis on Balancing Problem of Stochastic Mixed-Model Assembly Line 2.1 Complexity of Two-Sided Assembly Line Problem 2.2 The Assembly Process Being Affected by Stochastic Factors 2.3 Quick Response to Market Requirements 3 Construction of Assembly Line Balancing Model Based on Genetic Algorithm 3.1 Determination of STMALBP Variables and Constraints 3.2 STMALBP Balancing Model Construction 3.3 Balancing Model Realization and Effect Verification Based on MATLAB 4 Research on Application of Stochastic Mixed-Model Two-Sided Assembly Line 4.1 Analysis of Assembly Status of Company Y 4.