LISS 2022: 12th International Conference on Logistics, Informatics and Service Sciences (Lecture Notes in Operations Research)

✍ Scribed by Xiaopu Shang (editor), Xiaowen Fu (editor), Yixuan Ma (editor), Daqing Gong (editor), Juliang Zhang (editor)

• Publisher: Springer
• Year: 2023
• Tongue: English
• Leaves: 542
• Category: Library

✦ Synopsis

This book aims to provide new research methods, theories, and applications from various areas of management and engineering. In detail, the included scientific papers analyze and describe communication processes in the fields of logistics, informatics, service sciences, and other related areas. The variety of the papers delivers added value for both scholars and practitioners. This book is the documentation of the LISS 2022 conference.

✦ Table of Contents

Contents
A Framework for Modelling Enterprise Technological Innovation Knowledge System Using Semantic Ontology Representation
1 Introduction
2 Literature Review
3 Enterprises Technological Innovation Ontology Modeling
3.1 Ontology Planning
3.2 Resource Collection
3.3 Ontology Analysis
3.4 Ontology Design
3.5 Ontology Maintenance
4 The Enterprises Technological Innovation Domain Ontology Visualization
4.1 Visualization of Hierarchical Relationships
4.2 Visualization of Conceptual Relationship
5 Conclusion
References
Exploring Effects of Patients’ Regulatory Focus on Their Compliance After Misdiagnosis
1 Introduction
2 Research Model and Hypotheses
3 Methods
4 Results
5 Discussion
References
Understanding the Antecedents of Patient Self-management Behavior in Online Health Communities: An Application of the UTAUT Model
1 Introduction
2 Literature Review
2.1 UTAUT Model
2.2 Self-management Behavior
3 Hypotheses Development
3.1 Performance Expectancy
3.2 Effort Expectancy
3.3 Social Influence
3.4 Continuous Intention and Self-management Behavior
4 Method
4.1 Research Setting
4.2 Pretesting
4.3 Data Collection
5 Results
6 Discussion
6.1 Implications for Theory and Practice
6.2 Limitations
7 Conclusion
References
Translational Medicine Informatics Services from the Bedside Over QL4POMR
1 Introduction
2 Extending Ql4POMR with TMI Services
3 Additional TMI Connectivity Through Opentargets
4 Conclusion
References
Exploring Online Physician–Patient Interactions Through Information Sharing with Agent-Based Modeling
1 Introduction
2 Related Work
3 Materials and Methods
3.1 Network Initialization
3.2 Physician and Patient Agents
3.3 Physician–Patient Interaction
3.4 Network Updating
3.5 NetLogo Simulation
4 Results
5 Discussion
6 Conclusions
References
Information System Function-Data Architecture Planning Based on Subspace Partition
1 Introduction
2 Related Work
2.1 Heterogeneous Information Network
3 Concept Preparation
3.1 Function—Data Network
3.2 Homogeneous Entity Link Degree
3.3 Information System Subspace Density
4 Steps of Information System Function-Data Architecture Planning Method
4.1 Homogeneous Entity Clustering
4.2 Function-Data Subspace Partition
4.3 Function—Data Subspace Adjustment
5 Experiment and Result Analysis
5.1 Experimental Data
5.2 Information System Structure Planning Experiment and Result Analysis
6 Conclusion
References
Scenario Construction Model of Railway Traffic Accidents Based on Similarity Theory
1 Introduction
2 Literature Review
2.1 Emergency Management System
2.2 Scenario Construction
2.3 Smilarity Theory
3 Scenario Analysis of Railway Accidents
3.1 Characteristics of Railway Accidents
3.2 Government Emergency Management Process
3.3 Scenario Construction
4 Scenario Construction Model
4.1 Scenario Elements Analysis
4.2 Feature Attribute Extraction
4.3 Similarity Calculation
4.4 Government Decistions
5 Model Validation
6 Conclusion
References
Research on Operational Performance Evaluation of Listed Coal Companies in China Under the New Normal of Economy
1 Introduction
2 Principal Component Analysis of Operating Performance Evaluation of Coal Listed Companies
2.1 Selection and Data Sources
2.2 Determination of Operational Performance Evaluation Index System
2.3 Process Using Principal Component Analysis
3 Cluster Analysis of Operational Performance of Listed Coal Companies
4 Conclusion
References
The Effect of Green Mergers and Acquisitions on the Performance of Heavily Polluting Enterprises: A Case Study of Gezhouba Group in China
1 Introduction
2 Theoretical Basis and Literature Review
2.1 Theoretical Basis
2.2 Literature Review
2.3 Theoretical Framework
3 Research Methods and Data
3.1 Research Methods
3.2 Case Selection
3.3 Data Collection and Analysis
4 Case Study
4.1 Motivation for Mergers and Acquisitions
4.2 Process Mechanism
4.3 Merger and Acquisition Results
5 Research Findings
5.1 Conclusions
5.2 Limitations
References
Carbon Emissions Reduction in Vehicle Routing Problems with Split Deliveries and Pickups
1 Introduction
2 Problem Description
3 Three-Stage Approach
3.1 First Stage-Clustering First
3.2 Second Stage-Routing Criterions
3.3 Third Stage-Total Costs Calculation
4 Experiments
4.1 Execution 1 on the Modified Constructed Dataset
4.2 Execution 2 on the Modified Constructed Dataset
5 Conclusion
References
Study on the Whole Process Coping Strategy of Supply Chain Disruption Risk Based on NVIVO
1 Introduction
2 Research Design
2.1 Research Methods
2.2 Data Collection
3 Coding Analysis
3.1 Open Coding-Categorization of Concepts
3.2 Axial Coding-Determination of the Main Category
3.3 Selective Coding-Definition Core Category
4 Research Discussion
4.1 The Strategies of Beforehand Prophylaxis
4.2 The Strategies of Processing Control
4.3 The Strategies of Afterward Treatment
5 Conclusions and Future Study
5.1 Conclusions
5.2 Future Study
References
Service Quality Evaluation of New Retail Fresh E-commerce Based on AHP-Entropy TOPSIS Model
1 Introduction
2 Literature Review
2.1 The Evaluation of Fresh E-commerce Service Quality
2.2 The Improvement of TOPSIS Method
3 Construction of Service Quality Evaluation Index System for New Retail Fresh E-commerce
3.1 Construction of Initial Evaluation Index System
3.2 Optimization of Evaluation Index System
4 Topsis Evaluation Model Based on AHP-Entropy Weight Method
4.1 Determination of Weight Method
4.2 Determination of Comprehensive Evaluation Method
4.3 Decision Process of AHP-Entropy TOPSIS Model
5 Empirical Analysis
5.1 Instance Selection and Data Collection
5.2 Decision-Making Process
5.3 Service Quality Improvement Strategy
6 Conclusion
References
Research on Book Location Algorithm of Library Based on Improved LANDMARC Algorithm
1 Introduction
2 Library Book Location Algorithm Based on LANDMARC Improved Algorithm
3 Simulation Experiment and Result Analysis
3.1 Environment Construction
3.2 Environment Construction
4 Conclusion
References
Design of Supply Chain Intellectual Property Securitization Service Agreement Based on Moral Hazard
1 Introduction
2 Problem Description and Model Hypothesis
2.1 Hypothesis 1
2.2 Hypothesis 2
2.3 Hypothesis 3
2.4 Hypothesis 4
3 The Design of Incentive and Punishment Contracts Considering the Moral Hazard of Original Stakeholders
4 Numerical Analysis
5 Conclusion
References
Research on Emergency Logistics Decision Platform Based on Knowledge Graph
1 Introduction
2 Research Status of Knowledge Engineering in the Field of Emergency Logistics
3 Knowledge Representation and Graph Construction in the Field of Emergency Logistics
3.1 Knowledge Representation in the Field of Emergency Logistics
3.2 Domain Knowledge Graph Construction
3.3 Intelligent Decision-Making Framework for Emergency Logistics Based on Knowledge Graph
4 Conclusion
References
Research on the Impact of Digital Inclusive Finance on People’s Well-Being
1 Introduction
2 Analysis of Mechanisms
2.1 Impact of Digital Inclusive Finance on Economic Development
2.2 Impact of Digital Inclusive Finance on people’s Lives
2.3 Impact of Digital Inclusive Finance on Social Security
2.4 Impact of Digital Inclusive Finance on the Ecosystem
3 Study Design
3.1 People’s Well-Being and Standard of Living
3.2 Selection of Variables and Data Sources
3.3 Model Construction
4 Empirical Analysis
4.1 Empirical Results
4.2 Amendments and Tests
4.3 Regression Results
4.4 Cluster Analysis
5 Conclusions and Recommendations
References
Study on the Evaluation of Employment Quality in China’s Provinces Based on Principal Tensor Analysis
1 Introduction
2 Research Method
2.1 PTAk Model of k-order Tensor (K > 2)
2.2 PTA3 Model Algorithm
3 China’s Interprovincial Employment Quality Measurement and Its Visualization
3.1 Employment Quality Measure
3.2 Expansion and Visualization of Principal Tensors
4 Conclusion
References
Study on Low-Carbon Emissions in Vehicle Routing Problems with Split Deliveries and Pickups
1 Introduction
2 Problem Description
3 Proposed Two-Stage Approach
3.1 First Stage-Distance Minimizing
3.2 Second Stage-Cost Minimizing
4 Experiments
4.1 Execution on the Constructed Dataset 1
4.2 Execution “Pickuping After Delivering” on the Constructed Dataset 1
4.3 Execution on the Constructed Dataset 2
5 Conclusion
References
An Improved Contention-Based MAC Protocol Based on IEEE 802.11 Distributed Coordination Function
1 Introduction
2 System Model
2.1 Network Structure
2.2 DCF* Protocol
3 Performance Analysis Model
3.1 Maintenance Delay
3.2 Contention Delay
4 Numerical Simulation and Result
4.1 Analysis of the Backoff Parameter
4.2 Analysis of the Maintenance Times
4.3 Analysis of the Number of Access Network Nodes
5 Conclusion
References
Method of Building Enterprise Business Capability Based on the Variable-Scale Data Analysis Theory
1 Introduction
2 Related Works
2.1 Digital Transformation
2.2 Enterprise Business Capability Platform
2.3 Variable-Scale Data Analysis Theory
3 Enterprise Business Capability Construction Method of Composable Enterprise
3.1 Scale Space Model of Composable Business Platform
3.2 Enterprise Business Capability Construction Method Based on the Variable-Scale Data Analysis
4 Experiment Results and Discussion
5 Conclusions
References
Design of Coding Domain Non-orthogonal Demodulation Based on OFDM System
1 Introduction
2 System Modle and Algorithm Design
2.1 Traditional OFDM System
2.2 Across-Slot SIC Based on OFDM Description
2.3 Model and Scheme Design of Across-Slot SIC Based on OFDM
3 Simulation and Results Analysis
3.1 Results and Analysis When Using Traditional Frame Format
3.2 Improved Method and Results for Quasi-Synchronous Scenario
3.3 Performance Contrast and Analysis
4 Conclusion
References
Coordination Mechanisms for a Three-Echelon Fast-Moving Consumer Goods Supply Chain Considering Supply and Demand Effects
1 Introduction
2 The Model
2.1 The Retailer's Cost Function
2.2 The Distributor’s Cost Function
2.3 The Supplier’s Cost Function
3 Analysis
4 The Coordination Mechanism
5 Conclusion
References
Research on Knowledge Graph Platform of Logistics Industry Based on Big Data
1 Introduction
2 Definition of Knowledge Graph
3 Key Technologies and Processes for Knowledge Graph Realization in Logistics Industry
3.1 Knowledge Acquisition Link
3.2 Knowledge Processing Link
3.3 Knowledge Application
3.4 Knowledge Reasoning
4 Architecture Design of a Knowledge Graph Platform for the Logistics Industry Based on Big Data
5 Application of Logistics Industry Knowledge Graph Platform
5.1 Knowledge Graph Relationship Model for the Logistics Industry
5.2 Knowledge Graph Visualization
5.3 Function Realization of Knowledge Graph Platform in the Logistics Industry
6 Conclusion
References
A Study on Market Development System and Competitiveness Evaluation of Energy Internet
1 Introduction
2 Energy Internet Market Development System and Market Competitiveness Evaluation
2.1 Constructing the Energy Internet Market Development System
2.2 Market Competitiveness Evaluation Based on Multi-level Fuzzy Comprehensive Evaluation Method
3 Conclusion
References
Judgment Model of Pollution Source Excessive Emission Based on LightGBM
1 Introduction
2 Analysis of Multi-Feature Model of Pollution Source Excessive Emission
2.1 LightGBM Model
2.2 Improved Multi-feature Model
3 Experiment Analysis
3.1 Dataset
3.2 Experiment Environment
3.3 Results
4 Conclusion
References
Spatial–temporal Evolution of Green Patent Cooperation Network in BTH Region
1 Introduction
2 Data Sources and Research Methods
2.1 Data Sources
2.2 Network Construction and Measurement Index
3 Types of Green Patent Cooperation Nodes
4 Temporal Evolution Characteristics
5 Characteristics of Core Nodes
5.1 Evolution Analysis of Degree Centrality
5.2 Evolution Analysis of Betweenness Centrality
6 Cross-Regional Cooperation Character-istics
7 Conclusion
References
A Scheduling Delay Optimization Scheme for Centralized Ad Hoc Networks
1 Introduction
2 Network Structure
3 TDMA-CDMA Scheduling Scheme
3.1 Schedule Tree Construction
3.2 Frame Structure
3.3 Scheduling Process
3.4 Network Resource Allocation Algorithm
4 Schedule Delay Model
5 Numerical Simulation
5.1 The Performance of TDMA-CDMA
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6 Conclusion
References
A Data-Driven Pharmacists Scheduling Problem in a Pharmacy with Fairness Concerns
1 Introduction
1.1 Research Background
1.2 Literature Review
2 Research Outlines
2.1 Research Design
2.2 Pharmacy Overview
3 Scheduling Optimization Model
3.1 Pharmacist Work Experience Weight
3.2 Scheduling Model
3.3 Case Analysis
3.4 Robustness Analysis
4 Extentions
4.1 Optimization of Work Content
4.2 Extention with Overtime Working
5 Summary
References
Research on Book Publishing Enabled by Digital Twin and NFT
1 Introduction
2 The Dilemma Existing in the Development Process of Publishing Integration
2.1 Paper Books Face the Dilemma of “Losing Their Charm”
2.2 Electronic Book Piracy is Rampant
2.3 Profit Distribution of Recoverable Copyright
3 The NFT and Digital Twins Make the “Digital Scarcity” of Books Possible
3.1 Deconstructing the Digital Twin of the Recombinant—Entity Books from a Unique Perspective
3.2 Create Digital Scarcity—NFT Continues the Value Chain and Application Scenarios of Books
4 Reality and Potential Applications of NFT and Digital Twin in the Field of Book Publishing
4.1 Books: From “Collected Physical Books” to “Collected NFT Books”
4.2 Users: Digital Books Become an Asset, No Longer Limited by the Platform
4.3 Author: Digital Rights Protection and Multi-author Rights Confirmation
4.4 Publishing House: Visualize Readers on the Basis of Copyright Protection, and Distribute Publishing on Demand
5 Conclusion
References
Key Technology of Cloud Service for the Aggregation of Satellite, Aerial and Terrestrial Multi-source Spatiotemporal Information
1 Introduction
2 Study Status of Massive Spatiotemporal Data Model and Cloud Service Architecture
2.1 Massive Spatiotemporal Data Models
2.2 Cloud Service Architecture for Massive Spatiotemporal Data Model
2.3 Indexing Technology for Multi-source Spatiotemporal Data Query
3 Improvement of Spatiotemporal Data Read–Write Framework
4 Study on Improved Spatiotemporal Indexing Method
5 Conclusion
References
The Dilemma and Reflection of Short Video Infringement from the Perspective of Game Theory: Publicity and Protection of Film and Television Works
1 Introduction
2 Infringement Mode of Short Video—Subject and Performance of Copyright Game of Film and Television Works
2.1 Game Between Copyright Holders and Copyright Users
2.2 Game Between Short Video Platforms and Copyright Holders
3 Reflections on Short Video Tort—The Cause of Non-Cooperative Game
3.1 Network Audio-Visual Publishing Products Have Not Been Included in the Scope of Management
3.2 “Rational Utilization” of Second Creation of Short Video
4 Publicity and Protection of Film and Television Works—Formulating Reasonable Game Rules
4.1 Improve the Copyright Protection Mechanism
4.2 Establish a Mutually Beneficial Business Model
4.3 Use Technology to Strengthen Copyright Protection
5 Conclusion
References
The Evolution of Public Opinion and Its Emotion Analysis in Public Health Emergency Based on Weibo Data
1 Introduction
2 Related Research
2.1 Weibo Emotion Analysis
2.2 Analysis of Weibo Public Opinion Evolution
2.3 Research on the Evolution of Public Opinion and Emotion in Public Health Emergencies
3 Public Opinion Emotion Evolution Model for Public Health Emergencies
3.1 Word2vec Model
3.2 LSTM Model and Emotion Classification
3.3 Model Flow Chart Construction
4 Emotional Evolution Analysis of COVID-19 Event
4.1 The Experimental Data
4.2 Selection of Evaluation Indicators
4.3 Experimental Process and Results
5 Public Opinion Evolution Analysis
5.1 Evolutionary Stage Division
5.2 Proportion Analysis of Emotional Tendency in Different Stages
5.3 Analysis of Age Characteristics at Different Stages and the Proportion of Emotional Tendencies in Each Age Stage
5.4 Distribution Characteristics of Domestic Provinces at Different Stages
6 Conclusion
References
Research on the Impact of Digital Economy Development on Enterprise Innovation from the Perspective of Financing Constraints
1 Introduction
2 Data and Method
2.1 Data
2.2 Variables
2.3 Method and Design
3 Results and Discussion
3.1 Main Regression Result
3.2 Mediation Test
3.3 Heterogeneity Analysis
3.4 Robustness Check
4 Conclusion
References
How to Improve Innovation Ability of Graduate Students Through Science and Technology Competition?
1 Introduction
2 Related Work
2.1 Cultivation Mode
2.2 Innovative Ability
3 Strategies About How to Improving Innovation Ability of Graduate Student
3.1 A Ladder-Type Path to Improve Innovation Ability of Graduate Students
3.2 Taking Science and Technology Competition as the “Second Classroom”
4 Conclusion
References
Analyses and Suggestions on the Reform of Land Requisition
1 The Basic Land Regimes Between China and the US
2 Range of Requisition
3 Compensation of Land Requisition
4 The Advantages and Disadvantages of China’s Land Requisition Regime
5 Establish the Quota of Land Converted Trading Mechanism by Drawing Lessons from the Us System of Land Development Rights
References
The Market Effectiveness of China's Shipping Derivatives Under the Background of Financial Support for Shipping Logistics
1 Introduction
2 Literature Review
3 Research Method
3.1 Information Effectiveness
3.2 Functional Effectiveness
4 Empirical Analysis
4.1 Information Effectiveness Text
4.2 Functional Effectiveness Test
5 Conclusions and Recommendations
References
Service Supply Chain Optimization of Community Elderly Care-A Case Study in Beijing
1 Introduction
1.1 Background of Study and questions raised
1.2 Purpose and Significance of Study
1.3 Methodology
2 Literature Review
2.1 Domestic and International Research on Service Supply Chain Theory and Elderly Service
2.2 Kano Model and AHP Model for Elderly Care Services
2.3 Innovation
3 Field Research and Model Data Analysis
3.1 Community D Elderly Care Survey
3.2 Community D Elderly Care Service Supply Chain Framework
3.3 Results of the Questionnaire Survey
3.4 Satisfaction Analysis Based on Kano Model
3.5 Weighting Analysis Based on AHP Model
4 Improvement and Suggestions
4.1 Recommendations for Government Policies
4.2 Recommendations from the Perspective of Service Supply Chain
5 Research Conclusions and Prospects
5.1 Conclusion
5.2 Future Research
References
Production Channel Strategies of an Automotive Supply Chain Under Government Intervention
1 Introduction
2 Literature Review
3 Problem Definition and Assumptions
4 Model Formulation
4.1 Case C
4.2 Case E
4.3 Case F
4.4 Case T
5 Decision Analysis
6 Numerical Analysis
6.1 Sensitivity Analysis
6.2 Impact of Credit Ratio and Tariff on the Profits and Social Welfare
6.3 Impact of Credit Price and Tariff on the Profits and Social Welfare
7 Conclusions
8 Appendix
8.1 Proof of Demand Function
8.2 Proof of Results in Case C
8.3 Proof of Results in Case E
8.4 Proof of Results in Case F
8.5 Proof of Results in Case T
References
Analysis of Reading Promotion in the Digital Twin Library
1 The Predicament of Reading Promotion in Public Libraries
1.1 Insufficient Content Supply
1.2 Limited Reading Space Conditions
1.3 Lack of Professional Reading Instruction
2 An Overview of the Digital Twin Library
2.1 The Concept of Digital Twin Technology
2.2 The Concept of Digital Twin Library
3 The Digital Twin Library Reading Scene Application
3.1 Dynamic Monitoring to Meet the Individual Needs of Users
3.2 Optimize Allocation and Integrate Supporting Resources Reasonably
3.3 Intelligent Interaction to Create a System and Service System
4 The Reading Promotion Path of the Digital Twin Library
4.1 The Digital Twin Library Provides High Quality Content
4.2 The Digital Twin Library Optimizes the Allocation of Reading Resources
4.3 The Digital Twin Library Improves Reading Space Conditions
4.4 The Digital Twin Library Guarantees the Basic Reading Needs of Grassroots Groups
5 Conclusion
References