LISS 2021: Proceedings of the 11th International Conference on Logistics, Informatics and Service Sciences

Xianliang Shi, Gábor Bohács, Yixuan Ma, Daqing Gong, Xiaopu Shang

Springer Nature, 28 янв. 2022 г. - Всего страниц: 787

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.

Information and communication technologies have been providing an effective network infrastructure and development platform for logistics and service operations. To meet the needs of consumers and to promote core competences, many institutions and firms have been developing new types of services. This proceeding focus on “AI and data driven technical and management innovation in logistics, informatics and services.” In detail, the included scientific papers analyze the latest fundamental advances in the state of the art and practice of logistics, informatics, service operations and service science. This book is the documentation of the conference “11th International Conference on Logistics, Informatics and Service Sciences,” which took place at the Shandong University. Due to the impact of COVID-19, LISS 2021 took place online as a virtual conference.

Содержание

• Supply Chain Coordination of LossAverse Retailer for Fresh Produce with Option Contracts: 1
• Research on the Innovation Mechanism of Enterprise Business Model in the Internet Environment: 11
• Cooperation Strategy of Intellectual Property Securitization in Supply Chain from Risk Perspective: 24
• The Evolution Game of Government and Enterprise in Green ProductionThe Perspective of Opportunity Income and Media Supervision: 35
• QL4POMR Interface as a GraphBased Clinical Diagnosis Web Service: 43
• Thick Data Analytics for Small Training Samples Using Siamese Neural Network and Image Augmentation: 57
• How Does the Extended Promotion Period Improve Supply Chain Efficiency? Evidence from Chinas Online Shopping Festival: 67
• Pricing Strategy of DualChannel Supply Chain for Alcoholic Products with Platform Subsidy: 81
• Research Summary of Intelligent Optimization Algorithm for Warehouse AGV Path Planning: 96
• Research on Time Window Prediction and Scoring Model for TraumaRelated Sepsis: 111
• Intelligent Emergency Medical QA System Based on Deep Reinforcement Learning: 124
• Prediction of Airway Management of Trauma Patients Based on Machine Learning: 132
• Design and Implementation of Intelligent Decision Support System for THS in LargeScale Events: 142
• Recognition of Key Injuries in Winter Sports Events Based on Rough Set and Cellular Genetic Algorithm: 151
• The Model for Pneumothorax Knowledge Extraction Based on Dependency Syntactic Analysis: 160
• Construction of Winter Olympic Games Emergency Medical Security Ontology: 169
• Design of Mobile Terminal for Acute Hypotension Risk Scoring System: 179
• Research on Labor Costs Analysis Model for ConditionBased Maintenance of Railway Freight Cars Based on the Integration of Business and Finance: 189
• Research on the Work Style Construction and Safety Performance of Civil Aviation Safety Practitioners: 196
• News Recommendation Method Based on Topic Extraction and User Interest Transfer: 208
• Molecule Classification Based on GCN Network: 220
• Research on Classification of Pipeline Operator Clusters Based on PHMSAIM Database: 228
• A Novel Multiattribute Group DecisionMaking Method Based on IntervalValued qrung Dual Hesitant Fuzzy Sets and TOPSIS: 237
• BlockchainBased Sea Waybill Trust Mechanism: 248
• Managing Supply Chain Risks by Using Incomplete Contract: 259
• Evaluation of the Application of YOLO Algorithm in Insulator Identification: 273
• Sentiment Analysis of News on the Stock Market: 284
• Measurement and Clustering Analysis of Interprovincial Employment Quality in China: 297
• Operation Architecture Planning Method of Information System and PersonJob Fit Application: 311
• Dynamic Adjustment Method of Space Product Material Classification Based on ID5R Algorithm: 321
• The Influence of Investor Sentiment on Stock Market Based on Sentiment Analysis: 333
• Mental State Prediction of College Students Based on Decision Tree: 345
• Research on the Current Situation of Work Style Construction in Civil Aviation Industry: 358
• Research on the Ecological Quality Improvement Path of Existing Urban Residential Area: 369
• Research on the Selforganization Model of the Internet Public Opinion: 379
• Multiobjective Butterfly Optimization Algorithm for Solving Constrained Optimization Problems: 389
• The Evolution and Development of Public Opinion Analysis in ChinaFrom the Perspective of Bibliometric Analysis: 401
• Deep Belief Neural Networks for Eye Localization Based Speeded up Robust Features and Local Binary Pattern: 415
• A Case Study of BJE: 431
• Development of a LowCost Material Handling Vehicle Solution Using Teleoperation and Marker Recognition: 442
• Quality Management of SocialEnabled Retailing Ecommerce: 454
• DecisionMaking and Impact of Blockchain on Accounts Receivable Financing: 465
• A TwoStage Heuristic Approach for Split Vehicle Routing Problem with Deliveries and Pickups: 478
• Logistics Cost Analysis of Small and MediumSized Agricultural Planting Enterprises Under the Mode of Agricultural Super Docking: 491
• Research on the Optimization of Intelligent Emergency Medical Treatment Decision System for Beijing 2022 Winter Olympic Games: 504
• Analysis of the One Pallet Model of Fast Consumer Goods in Post Epidemic Period: 511
• Parameter Optimization for Neighbor Discovery Probability of Ad Hoc Network Using Directional Antennas: 523
• An Optimal Online Distributed Auction Algorithm for MultiUAV Task Allocation: 537
• Research on the Influence of Different Network Environments on the Performance of Unicast and Broadcast in Layer 2 Routing: 549
• Performance Analysis of MAC Layer Protocol Based on Topological Residence Time Limitation: 562
• Improved Channel Estimation Algorithm Based on Compressed Sensing: 575
• Research on Network Overhead of Two Kinds of Wireless Ad Hoc Networks Based on Network Fluctuations: 584
• Environmental Monitoring and Temperature Control of Aquatic Products Cold Chain Transport Carriage: 596
• Development and Evaluation of Configurations and Control Strategies to Coordinate Several Stacker Cranes in a Single Aisle for a New Dynamic Hy...: 606
• Research on the Coordination Mechanism of the Integration and Optimization of HighQuality Online Teaching Resources in Universities in the PostE...: 627
• Research on Evaluation Technology of Electric Power Company Strategy Implementation: 636
• Framework Design of Data Assets Bank for Railway Enterprises: 649
• Research on Emergency Rescue Strategy of Mountain CrossCountry Race: 660
• Rail Passenger Flow Prediction Combining Social Media Data for Rail Passenger: 672
• A Novel Optimized Convolutional Neural Network Based on Marine Predators Algorithm for Citrus Fruit Quality Classification: 682
• A Hybrid Quantum Deep Learning Approach Based on Intelligent Optimization to Predict the Broiler Energies: 693
• A Novel BlockchainBased Approach: 705
• A Derain System Based on GAN and Wavelet: 714
• Research and Development Thoughts of Intelligent Transportation System: 722
• The Construction of Risk Model PDRC Model for Collaborative Network Organization: 735
• Temporal and Spatial Patterns of Ship Accidents in Arctic Waters from 2006 to 2019: 747
• A Summary of User Profile Research Based on Clustering Algorithm: 758
• Research on the Evaluation Method of Storage Location Assignment Based on ABCRandom StorageCOIAHPTake a Logistics Park as an Example: 770
• Author Index: 784

Библиографические данные

• Название: LISS 2021: Proceedings of the 11th International Conference on Logistics, Informatics and Service Sciences; Lecture Notes in Operations Research
• Редакторы: Xianliang Shi, Gábor Bohács, Yixuan Ma, Daqing Gong, Xiaopu Shang
• Издатель: Springer Nature, 2022
• ISBN: 9811686564, 9789811686566
• Количество страниц: Всего страниц: 787