Radojević, Nebojsa.
Proceedings of the 2022 International Conference on Artificial Intelligence, Internet and Digital Economy (ICAID 2022). - 1st ed. - 1 online resource (1259 pages) - Atlantis Highlights in Intelligent Systems Series ; v.7 . - Atlantis Highlights in Intelligent Systems Series .
Intro -- Preface -- Organization -- Contents -- Peer-Review Statements -- 1 Review Procedure -- 2 Quality Criteria -- 3 Key Metrics -- 4 Competing Interests -- Research on Digital Transformation and Upgrading of Fashion Industry Under the Background of Big Data -- 1 Introduction -- 2 Development Direction and Policy Support of Fashion Industry Under the Background of Big Data -- 2.1 Fashion Industry Digital Knowledge Graph Construction -- 2.2 Government Policy Support for the Digitization of the Fashion Industry -- 2.3 Key Element System Construction of Digital Transformation of Fashion Industry -- 3 Upgrading Path of Digital Transformation of Fashion Industry -- 3.1 Digitization of Fashion Design -- 3.2 Digitization of Fashion Marketing -- 3.3 Digitization of Fashion Supply -- 3.4 Digitization of Fashion Consumption -- 4 Conclusion -- References -- Research on the Influence of Disclosure Cues on Advertising Marketing Effect Based on SPSS -- 1 Introduction -- 2 The Research Methods -- 2.1 The Participants -- 2.2 Simple Effect Analysis -- 2.3 Data Analysis -- 3 Influence of Immersion Level -- 4 Conclusion -- References -- A Study on the Impact Mechanism of Social Mobility and Economic Conditions on Income Inequality of the United States -- 1 Introduction -- 2 Model Construction -- 3 Empirical Analysis -- 4 Conclusion -- References -- Knowledge Based Chinese Invoice Audit in Intelligent Financial Reimbursement System -- 1 Introduction -- 2 Proposed Framework -- 2.1 System Overview -- 2.2 Invoice Recognition -- 2.3 Short Text Classification -- 2.4 KG Construction and Reasoning -- 3 Experiments -- 3.1 Invoice Recognition -- 3.2 Results of Short Text Classification -- 3.3 Case Study -- 4 Conclusion -- References -- LDA Topic Mining of Customer Text Sentiment Analysis on the E-Commerce Platform -- 1 Introduction -- 2 Literature Review. 2.1 Acquisition, Pre-processing, and Representation of Online Review Texts -- 2.2 Comment Text Sentiment Analysis -- 3 Data Acquisition and Data Processing -- 3.1 Collection of Text Comments -- 3.2 Review Pre-processing -- 3.3 Data Processing -- 3.4 Analysis of the Sentiment of Text Reviews -- 4 Theme Analysis Models Based on LDA Models -- 4.1 Optimal Number of Topics -- 4.2 LDA Theme Analysis Model Results -- 5 Conclusion -- References -- An AI Planning Approach to Emergency Material Scheduling Using Numerical PDDL -- 1 Introduction -- 2 Background -- 2.1 AI Planning -- 2.2 Emergency Material Scheduling -- 2.3 Emergency Material Scheduling Problem -- 3 Planning Modeling for Emergency Material Scheduling -- 3.1 Domain Knowledge Extraction -- 3.2 Action Modeling -- 4 Experiments -- 5 Conclusion -- References -- A Comparative Study on the Development of Advanced Manufacturing Industry Between the West Bank of Pearl River and Northeast China -- 1 Introduction -- 1.1 Research Background -- 1.2 Research Significance -- 2 Formatting of Manuscript Components -- 3 Research Methods and Design -- 3.1 Research Methods -- 3.2 Model Application -- 4 Research Statistics and Analysis -- 4.1 Analysis of Location Quotient (Lqik) -- 4.2 Analysis of Functional Complementarity Coefficient (Fciij) -- 5 Conclusion and Suggestion -- 5.1 Conclusions -- 5.2 Suggestion -- References -- Research and Prospect of China, Japan and South Korea Trade Under RCEP Background via Gravity Model -- 1 Introduction -- 2 Literature Review -- 3 Model Settings and Data Sources -- 3.1 Construction of Stochastic Frontier Gravity Model -- 3.2 Model Setting and Variable Description -- 3.3 Data Sources -- 4 Empirical Analysis -- 4.1 China-Japan-ROK Bilateral Trade Situation -- 4.2 Analysis of Trade Development Potential -- 5 Conclusions and Recommendations. 5.1 Promoting the Innovation of Industrial and Supply Chain and Breaking Technical Barriers -- 5.2 Guiding Transformation of Service-Oriented Export and Stabilizing Digital Economy -- 5.3 Accelerating the Trade Integration and Enhancing the Comprehensive Competitiveness of Foreign Trade -- References -- A Study on the Impact of High-Speed Rail Opening on the Development of Tourism in Chengdu Based on the Gray Prediction Model -- 1 Introduction -- 2 Overview of the Study Area -- 3 Empirical Analysis -- 3.1 Indicator Selection and Data Sources -- 3.2 Regression Model Building -- 3.3 The Establishment of Grey Forecasting Model -- 3.4 Empirical Results and Analysis -- 4 Analysis of the Connection Between High-Speed Rail and Chengdu's Tourism Industry -- 4.1 Economic Growth Analysis -- 4.2 Economic Structure Growth Analysis -- 5 Conclusions -- References -- The Impact of Covid-19 on Chinese Insurance Market -- 1 Introduction -- 2 Analysis the Chinese Insurance Market -- 2.1 Background -- 2.2 Negative Short-Term Effect on Social Insurance -- 2.3 Negative Short-Term Effect on Commercial Insurance -- 3 The Recovery for Both Social and Commercial Insurance in the Mid Term -- 3.1 The Positive Long-Term Effect for Whole Insurance Market -- 4 Discussion -- 5 Conclusion -- References -- The Moderating Effect of Proprietary Assets on International Performance in the Context of Digital Economy -- 1 Introduction -- 2 Literature Review -- 2.1 Degree of Internationalization and Corporate Performance -- 2.2 Moderating Effects of Proprietary Assets -- 2.3 Literature Review -- 2.4 Article Structure -- 3 Research Design and Hypotheses -- 3.1 Samples and Data Sources -- 3.2 Variable Definition -- 3.3 Research Hypotheses -- 3.4 Model Design -- 4 Empirical Results and Analysis -- 4.1 Descriptive Statistics -- 4.2 Correlation Analysis -- 4.3 Panel Data Analysis. 4.4 Robustness Test -- 5 Conclusions -- References -- Research on Informatization Construction of Enterprise Performance Management Based on "Internet+" Management Information System -- 1 Introduction -- 2 Introduction of Key Technologies -- 2.1 JavaWeb Technology -- 2.2 MVC -- 2.3 Struts2 Framework -- 2.4 Development Environment -- 3 Demand Analysis -- 3.1 System Requirements Analysis -- 3.2 Overall Design -- 4 Detailed Function Implementation -- 4.1 Performance Planning and Setting -- 4.2 Process Monitoring and Auditing -- 4.3 Implementation of Performance Appraisal -- 4.4 Performance Summary Analysis -- 5 Conclusions -- References -- The Influence of Digital Economy Development Level on China's Export Trade -- 1 Introduction -- 2 Status of China's Export Trade -- 2.1 China's Total Export Trade -- 2.2 Structure of Export Trade Mode -- 2.3 Export Commodity Structure -- 2.4 Export Cross-Border E-Commerce -- 3 Empirical Analysis of the Influence of Digital Economy Development Level on China's Export Trade -- 3.1 Sample Selection -- 3.2 Model Construction -- 3.3 Model Test Analysis -- 3.4 Empirical Results -- 4 Policy Recommendations -- 4.1 Increase the Financial Input in the Development of Digital Technology -- 4.2 Pay Attention to the Further Opening of Import Trade -- 4.3 Cultivate Professional Talents for Digital Innovation -- 5 Conclusions -- References -- Research on Remote Sensing Image Classification Based on Lightweight Convolutional Neural Network -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Group Convolution -- 3.2 Lightweight Channel Attention Mechanism -- 3.3 Receptive Field -- 4 Experiment and Result Analysis -- 4.1 Convolutional Neural Network Model -- 4.2 Data Sets -- 4.3 The Setting of Experiments -- 4.4 Comparative Experiments and Analysis -- 4.5 Ablation Experiment -- 5 Conclusion and Discussion -- References. Research on the Path of Digital Transformation of Chinese Manufacturing Enterprises Under the Backdrop of High-Quality Development -- 1 Introduction -- 2 Review of the Research Literature -- 3 Digital Transformation of Manufacturing: Basic Connotation and Core Characteristics -- 3.1 Basic Connotation of Enterprise Digital Transformation -- 3.2 Core Features of Digital Transformation of Manufacturing Enterprises -- 4 The Dilemma of Digital Transformation of China's Manufacturing Industry -- 4.1 The Pattern of Collaborative Innovation in the Industrial Chain Has Not Yet Been Formed -- 4.2 The Foundation of Digital Transformation is Weak -- 4.3 The Integration of Industrialization and It Needs to Be Further Deepened -- 4.4 Serious Shortage of Talents in Digital Transformation -- 5 The Path of Digital Transformation of Chinese Manufacturing Enterprises -- 5.1 Accelerating Top-Level Design with Policy Guidance -- 5.2 Investment in R& -- D and Accumulation of Data Resources -- 5.3 Talent Training and Building a Platform for Digital Transformation -- 5.4 Management Reform, Optimize the Organizational Structure -- 5.5 Collaborative Innovation to Build a Benign Digital Ecosystem -- 6 Conclusions -- References -- Develop the International Trade Business Information Management System Based on Computer Technology -- 1 Introduction -- 2 B/S Mode -- 3 The Structure of the International Trade Information Management System -- 4 System Function Realization -- 4.1 System Operation -- 4.2 Database Design -- 4.3 Search Function Settings -- 5 Conclusions -- References -- Research on the Global Patent Trend of Artificial Intelligence Medical Device -- 1 Introduction -- 2 Methodology -- 3 AIMD Patent Analysis -- 3.1 Global Patent Development Trend -- 3.2 Regional Distribution of Global Patent Applications -- 3.3 Global Patent Technology Flow. 3.4 Analysis of Global Patent Technology Composition.
9789464630107
Electronic books.
HF4999.2-6182
Proceedings of the 2022 International Conference on Artificial Intelligence, Internet and Digital Economy (ICAID 2022). - 1st ed. - 1 online resource (1259 pages) - Atlantis Highlights in Intelligent Systems Series ; v.7 . - Atlantis Highlights in Intelligent Systems Series .
Intro -- Preface -- Organization -- Contents -- Peer-Review Statements -- 1 Review Procedure -- 2 Quality Criteria -- 3 Key Metrics -- 4 Competing Interests -- Research on Digital Transformation and Upgrading of Fashion Industry Under the Background of Big Data -- 1 Introduction -- 2 Development Direction and Policy Support of Fashion Industry Under the Background of Big Data -- 2.1 Fashion Industry Digital Knowledge Graph Construction -- 2.2 Government Policy Support for the Digitization of the Fashion Industry -- 2.3 Key Element System Construction of Digital Transformation of Fashion Industry -- 3 Upgrading Path of Digital Transformation of Fashion Industry -- 3.1 Digitization of Fashion Design -- 3.2 Digitization of Fashion Marketing -- 3.3 Digitization of Fashion Supply -- 3.4 Digitization of Fashion Consumption -- 4 Conclusion -- References -- Research on the Influence of Disclosure Cues on Advertising Marketing Effect Based on SPSS -- 1 Introduction -- 2 The Research Methods -- 2.1 The Participants -- 2.2 Simple Effect Analysis -- 2.3 Data Analysis -- 3 Influence of Immersion Level -- 4 Conclusion -- References -- A Study on the Impact Mechanism of Social Mobility and Economic Conditions on Income Inequality of the United States -- 1 Introduction -- 2 Model Construction -- 3 Empirical Analysis -- 4 Conclusion -- References -- Knowledge Based Chinese Invoice Audit in Intelligent Financial Reimbursement System -- 1 Introduction -- 2 Proposed Framework -- 2.1 System Overview -- 2.2 Invoice Recognition -- 2.3 Short Text Classification -- 2.4 KG Construction and Reasoning -- 3 Experiments -- 3.1 Invoice Recognition -- 3.2 Results of Short Text Classification -- 3.3 Case Study -- 4 Conclusion -- References -- LDA Topic Mining of Customer Text Sentiment Analysis on the E-Commerce Platform -- 1 Introduction -- 2 Literature Review. 2.1 Acquisition, Pre-processing, and Representation of Online Review Texts -- 2.2 Comment Text Sentiment Analysis -- 3 Data Acquisition and Data Processing -- 3.1 Collection of Text Comments -- 3.2 Review Pre-processing -- 3.3 Data Processing -- 3.4 Analysis of the Sentiment of Text Reviews -- 4 Theme Analysis Models Based on LDA Models -- 4.1 Optimal Number of Topics -- 4.2 LDA Theme Analysis Model Results -- 5 Conclusion -- References -- An AI Planning Approach to Emergency Material Scheduling Using Numerical PDDL -- 1 Introduction -- 2 Background -- 2.1 AI Planning -- 2.2 Emergency Material Scheduling -- 2.3 Emergency Material Scheduling Problem -- 3 Planning Modeling for Emergency Material Scheduling -- 3.1 Domain Knowledge Extraction -- 3.2 Action Modeling -- 4 Experiments -- 5 Conclusion -- References -- A Comparative Study on the Development of Advanced Manufacturing Industry Between the West Bank of Pearl River and Northeast China -- 1 Introduction -- 1.1 Research Background -- 1.2 Research Significance -- 2 Formatting of Manuscript Components -- 3 Research Methods and Design -- 3.1 Research Methods -- 3.2 Model Application -- 4 Research Statistics and Analysis -- 4.1 Analysis of Location Quotient (Lqik) -- 4.2 Analysis of Functional Complementarity Coefficient (Fciij) -- 5 Conclusion and Suggestion -- 5.1 Conclusions -- 5.2 Suggestion -- References -- Research and Prospect of China, Japan and South Korea Trade Under RCEP Background via Gravity Model -- 1 Introduction -- 2 Literature Review -- 3 Model Settings and Data Sources -- 3.1 Construction of Stochastic Frontier Gravity Model -- 3.2 Model Setting and Variable Description -- 3.3 Data Sources -- 4 Empirical Analysis -- 4.1 China-Japan-ROK Bilateral Trade Situation -- 4.2 Analysis of Trade Development Potential -- 5 Conclusions and Recommendations. 5.1 Promoting the Innovation of Industrial and Supply Chain and Breaking Technical Barriers -- 5.2 Guiding Transformation of Service-Oriented Export and Stabilizing Digital Economy -- 5.3 Accelerating the Trade Integration and Enhancing the Comprehensive Competitiveness of Foreign Trade -- References -- A Study on the Impact of High-Speed Rail Opening on the Development of Tourism in Chengdu Based on the Gray Prediction Model -- 1 Introduction -- 2 Overview of the Study Area -- 3 Empirical Analysis -- 3.1 Indicator Selection and Data Sources -- 3.2 Regression Model Building -- 3.3 The Establishment of Grey Forecasting Model -- 3.4 Empirical Results and Analysis -- 4 Analysis of the Connection Between High-Speed Rail and Chengdu's Tourism Industry -- 4.1 Economic Growth Analysis -- 4.2 Economic Structure Growth Analysis -- 5 Conclusions -- References -- The Impact of Covid-19 on Chinese Insurance Market -- 1 Introduction -- 2 Analysis the Chinese Insurance Market -- 2.1 Background -- 2.2 Negative Short-Term Effect on Social Insurance -- 2.3 Negative Short-Term Effect on Commercial Insurance -- 3 The Recovery for Both Social and Commercial Insurance in the Mid Term -- 3.1 The Positive Long-Term Effect for Whole Insurance Market -- 4 Discussion -- 5 Conclusion -- References -- The Moderating Effect of Proprietary Assets on International Performance in the Context of Digital Economy -- 1 Introduction -- 2 Literature Review -- 2.1 Degree of Internationalization and Corporate Performance -- 2.2 Moderating Effects of Proprietary Assets -- 2.3 Literature Review -- 2.4 Article Structure -- 3 Research Design and Hypotheses -- 3.1 Samples and Data Sources -- 3.2 Variable Definition -- 3.3 Research Hypotheses -- 3.4 Model Design -- 4 Empirical Results and Analysis -- 4.1 Descriptive Statistics -- 4.2 Correlation Analysis -- 4.3 Panel Data Analysis. 4.4 Robustness Test -- 5 Conclusions -- References -- Research on Informatization Construction of Enterprise Performance Management Based on "Internet+" Management Information System -- 1 Introduction -- 2 Introduction of Key Technologies -- 2.1 JavaWeb Technology -- 2.2 MVC -- 2.3 Struts2 Framework -- 2.4 Development Environment -- 3 Demand Analysis -- 3.1 System Requirements Analysis -- 3.2 Overall Design -- 4 Detailed Function Implementation -- 4.1 Performance Planning and Setting -- 4.2 Process Monitoring and Auditing -- 4.3 Implementation of Performance Appraisal -- 4.4 Performance Summary Analysis -- 5 Conclusions -- References -- The Influence of Digital Economy Development Level on China's Export Trade -- 1 Introduction -- 2 Status of China's Export Trade -- 2.1 China's Total Export Trade -- 2.2 Structure of Export Trade Mode -- 2.3 Export Commodity Structure -- 2.4 Export Cross-Border E-Commerce -- 3 Empirical Analysis of the Influence of Digital Economy Development Level on China's Export Trade -- 3.1 Sample Selection -- 3.2 Model Construction -- 3.3 Model Test Analysis -- 3.4 Empirical Results -- 4 Policy Recommendations -- 4.1 Increase the Financial Input in the Development of Digital Technology -- 4.2 Pay Attention to the Further Opening of Import Trade -- 4.3 Cultivate Professional Talents for Digital Innovation -- 5 Conclusions -- References -- Research on Remote Sensing Image Classification Based on Lightweight Convolutional Neural Network -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Group Convolution -- 3.2 Lightweight Channel Attention Mechanism -- 3.3 Receptive Field -- 4 Experiment and Result Analysis -- 4.1 Convolutional Neural Network Model -- 4.2 Data Sets -- 4.3 The Setting of Experiments -- 4.4 Comparative Experiments and Analysis -- 4.5 Ablation Experiment -- 5 Conclusion and Discussion -- References. Research on the Path of Digital Transformation of Chinese Manufacturing Enterprises Under the Backdrop of High-Quality Development -- 1 Introduction -- 2 Review of the Research Literature -- 3 Digital Transformation of Manufacturing: Basic Connotation and Core Characteristics -- 3.1 Basic Connotation of Enterprise Digital Transformation -- 3.2 Core Features of Digital Transformation of Manufacturing Enterprises -- 4 The Dilemma of Digital Transformation of China's Manufacturing Industry -- 4.1 The Pattern of Collaborative Innovation in the Industrial Chain Has Not Yet Been Formed -- 4.2 The Foundation of Digital Transformation is Weak -- 4.3 The Integration of Industrialization and It Needs to Be Further Deepened -- 4.4 Serious Shortage of Talents in Digital Transformation -- 5 The Path of Digital Transformation of Chinese Manufacturing Enterprises -- 5.1 Accelerating Top-Level Design with Policy Guidance -- 5.2 Investment in R& -- D and Accumulation of Data Resources -- 5.3 Talent Training and Building a Platform for Digital Transformation -- 5.4 Management Reform, Optimize the Organizational Structure -- 5.5 Collaborative Innovation to Build a Benign Digital Ecosystem -- 6 Conclusions -- References -- Develop the International Trade Business Information Management System Based on Computer Technology -- 1 Introduction -- 2 B/S Mode -- 3 The Structure of the International Trade Information Management System -- 4 System Function Realization -- 4.1 System Operation -- 4.2 Database Design -- 4.3 Search Function Settings -- 5 Conclusions -- References -- Research on the Global Patent Trend of Artificial Intelligence Medical Device -- 1 Introduction -- 2 Methodology -- 3 AIMD Patent Analysis -- 3.1 Global Patent Development Trend -- 3.2 Regional Distribution of Global Patent Applications -- 3.3 Global Patent Technology Flow. 3.4 Analysis of Global Patent Technology Composition.
9789464630107
Electronic books.
HF4999.2-6182