Business Intelligence and Information Technology : Proceedings of BIIT 2023 / / edited by Aboul Ella Hassanien, Dequan Zheng, Zhijie Zhao, Zhipeng Fan |
Autore | Hassanien Aboul Ella |
Edizione | [1st ed. 2024.] |
Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
Descrizione fisica | 1 online resource (638 pages) |
Disciplina | 658.472 |
Altri autori (Persone) |
ZhengDequan
ZhaoZhijie FanZhipeng |
Collana | Smart Innovation, Systems and Technologies |
Soggetto topico |
Computational intelligence
Business - Data processing Operations research Computational Intelligence Business Informatics Operations Research and Decision Theory |
ISBN | 981-9739-80-2 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Intro -- Conference Committee -- Preface -- About This Book -- Contents -- About the Editors -- Part I Automatic Control Technique -- 1 Extraction of Small Resonance Signals in Strong Same-Frequency Background -- 1.1 Introduction -- 1.2 Target Problem -- 1.2.1 Problem Description -- 1.2.2 Modeling -- 1.3 Demodulation -- 1.3.1 Short-Time Fourier Transform -- 1.3.2 Continuous Wavelet Transform -- 1.3.3 Shallow Neural Network -- 1.4 Discussion -- 1.5 Conclusion -- References -- 2 Coverage Optimization of WSN Based Upon Improved Salp Swarm Algorithm -- 2.1 Introduction -- 2.2 WSN Coverage Model -- 2.2.1 Improved Salp Swarm Algorithm -- 2.2.2 Improved Population Initialization of Logistic Mapping -- 2.2.3 Leader Position Update Improvement Strategy -- 2.2.4 Follower Position Update Improvement Strategy -- 2.3 Covering Optimization Algorithm Design -- 2.4 Simulation Experiment and Analysis -- 2.4.1 Comparison with ABC -- 2.4.2 Comparison with IWOA -- 2.5 Conclusion and Outlook -- References -- 3 Improved Algorithm of FP-Growth Based on Strong Data Correlation -- 3.1 Introduction -- 3.2 FP-Growth Algorithm -- 3.3 Improved FP-Growth Algorithm -- 3.4 Experiment and Analysis -- 3.5 Conclusion -- References -- 4 Multimodal Vehicle Trajectory Prediction with Stacked Attention -- 4.1 Introduction -- 4.2 Target Vehicle Trajectory Prediction -- 4.2.1 Problem Definition -- 4.2.2 Predictive Model Framework -- 4.3 Overall Model -- 4.3.1 Feature Extraction -- 4.3.2 Feature Fusion -- 4.3.3 Trajectory Generation -- 4.4 Experimental Evaluations -- 4.4.1 Datasets -- 4.4.2 Evaluation Metric -- 4.4.3 Training and Implementation Details -- 4.4.4 Results -- 4.5 Conclusion -- References -- 5 Study on Reactive Power Optimization of Distribution Network Considering the Constraint of the Number of Capacitor Actions -- 5.1 Introduction -- 5.2 Reactive Power Optimization Model.
5.3 Recursive Merge Strategy -- 5.4 Expected Characteristic Network -- 5.5 Approximate Equivalent Transformation and Solution of the Model -- 5.5.1 Approximate Equivalent Transformation of the Model -- 5.5.2 Solution of Equivalent Model -- 5.6 Solution Steps of the Reactive Power Optimization Model -- 5.7 Simulation Example -- 5.8 Conclusion -- References -- 6 Kinect-Based Dual-Stream Spatiotemporal Convolution Human Behavior Recognition Technology -- 6.1 Introduction -- 6.2 Human Skeleton Feature Extraction -- 6.2.1 Coordinate Acquisition and Transformation of Coordinates -- 6.2.2 Behavior Feature Extraction of Key Points -- 6.3 Spatiotemporal Convolution Neural Network -- 6.3.1 Spatiotemporal Double Flow Neural Network -- 6.3.2 Improved Spatiotemporal Double Flow Neural Network -- 6.3.3 Residual Connection -- 6.3.4 Overall Identification Network Design -- 6.4 Experiment and Result Analysis -- 6.4.1 Dataset -- 6.4.2 Data Training and Experimental Testing -- 6.4.3 Comparison with Other Methods -- 6.5 Conclusion -- References -- 7 Research on Attitude Control Algorithm of Flexible Free-Floating Space Robot System -- 7.1 Introduction -- 7.2 Kinematics and Dynamics Modeling -- 7.3 Controller Design -- 7.4 Stability Analysis of the SMVS Controller -- 7.5 Numerical Simulation -- 7.6 Conclusion -- References -- 8 Beamforming Antenna Array for Wireless Communications-Based Improved Grey Wolf Optimizer Algorithm -- 8.1 Introduction -- 8.2 Objective Function and LAA Array Factor -- 8.3 Optimization Techniques -- 8.3.1 Grey Wolf Optimization Algorithm (GWO) -- 8.3.2 Improved Grey Wolf Optimization Algorithm (I-GWO) -- 8.4 Optimization Examples -- 8.4.1 Elements Position Optimization -- 8.4.2 Computational Complexity -- 8.5 Conclusion -- References -- 9 Exploration and Analysis of Seizure Spikes Through Spectral Domain Transformation -- 9.1 Introduction. 9.2 Related Work -- 9.3 Methodology -- 9.3.1 Data Acquisition -- 9.3.2 Spectral Transformation -- 9.3.3 EEG Data Analysis -- 9.4 Experimental Analysis -- 9.5 Results and Discussion -- 9.5.1 Magnitude Spectrum Analysis -- 9.5.2 Frequency Spectrum Analysis -- 9.5.3 Correlation Analysis -- 9.6 Conclusion and Future Scope -- References -- Part II Business Intelligence and Decision Making -- 10 Coupling and Coordination Analysis of Big Data and Financial Data in the E-commerce Industry -- 10.1 Introduction -- 10.2 Construction of Evaluation Index System -- 10.2.1 Coupling Coordination Index -- 10.2.2 Design of Evaluation Index System -- 10.3 Measurement and Analysis of the Coordinated Development Level of Financial Data and Big Data of E-commerce Enterprises -- 10.3.1 Data Sources -- 10.3.2 Construction of the Evaluation Model -- 10.3.3 Results and Analysis -- 10.4 Conclusions and Recommendations -- 10.4.1 Conclusion -- 10.4.2 Recommendations -- References -- 11 Research on the Purchase Intention of New Generation Farmers' Internet Financial Products -- 11.1 Introduction -- 11.2 Theoretical Framework and Assumptions -- 11.2.1 Planned Behavior Theory -- 11.2.2 Research Hypothesis -- 11.3 Research Methods -- 11.3.1 Structural Equation Modeling -- 11.3.2 Questionnaire Design and Data Sources -- 11.4 Result Analysis -- 11.4.1 Descriptive Analysis -- 11.4.2 Reliability and Validity Test -- 11.4.3 Hypothesis Testing and Discussion of Results -- 11.5 Conclusions and Countermeasures -- 11.5.1 Analysis Conclusion -- 11.5.2 Suggestions -- References -- 12 WOA-LSTM CSI 500 Forecast Model Based on Baidu Index -- 12.1 Introduction -- 12.2 Model Principle -- 12.2.1 Whale Optimization Algorithm -- 12.2.2 LSTM Neural Network -- 12.3 Data Preprocessing -- 12.3.1 Data Acquisition -- 12.3.2 Data Preprocessing -- 12.4 Empirical Analysis. 12.4.1 WOA-LSTM Time Series Forecasting Model -- 12.4.2 Model Implementation -- 12.4.3 Evaluation Indicators -- 12.4.4 Result Analysis -- 12.5 Conclusion -- References -- 13 Research on the Synchronous Decision-Making of E-commerce Marketing Under the Influence of Various Factors -- 13.1 First Section -- 13.2 Problem Description and Basic Assumptions -- 13.2.1 Problem Description -- 13.2.2 Hypothesis -- 13.2.3 Chaos Web Celebrity E-commerce Marketing System -- 13.3 Chaos Web Celebrity E-commerce Marketing System with Uncertain Parameters and Input Disturbance and Its Pulse Synchronization Policy -- 13.4 Example Analysis -- 13.5 Conclusion -- References -- 14 A Study on Antitrust Regulation of Platform Economy Based on Evolutionary Game -- 14.1 Introduction -- 14.2 Literature Review -- 14.3 Benchmark Model -- 14.3.1 Definition of the Game Subject Subsection Sample -- 14.3.2 Description of the Assumptions and Parameters of the Model -- 14.4 Game Equilibrium Analysis of Evolving Subjects -- 14.4.1 Replication of Dynamic Equations -- 14.4.2 Stability Analysis of Evolutionary Game Models -- 14.4.3 Analysis of Evolutionary Stabilization Strategies -- 14.4.4 Simulation and Analysis of Data -- 14.5 Conclusions and Policy Recommendations -- 14.5.1 Conclusion -- 14.5.2 Recommendation -- References -- 15 A Review of Non-dominating Sorting Algorithms -- 15.1 Introduction -- 15.2 Dominance Relation -- 15.3 Non-dominated Sorting Methods -- 15.4 Categories of NDS -- 15.4.1 Categories -- 15.4.2 Tree-Based NDS -- 15.4.3 FOO -- 15.4.4 Labeling and Deleting-Based NDS -- 15.4.5 Full Objective Sorted List-Based NDS -- 15.4.6 Divide-and-Conquer-Based NDS -- 15.5 Conclusion -- References -- Part III Digital Economy and Digital Technology -- 16 The Impact of Digital Finance on China's Regional Innovation Capabilities-A Spatial Autoregressive Model. 16.1 Introduction and Literature Review -- 16.2 Model and Variable Descriptions -- 16.2.1 Spatial Autocorrelation Test -- 16.2.2 Spatial Autoregressive Model -- 16.2.3 Variable Descriptions -- 16.3 Empirical Analysis -- 16.3.1 Spatial Autocorrelation Test -- 16.3.2 Empirical Results of the SAR Model -- 16.3.3 Robustness Test -- 16.3.4 The Analysis of Heterogeneity -- 16.4 Conclusions and Policy Recommendations -- References -- 17 The Measurement of the Total Factor Productivity of China's Electronic Commerce Industry Based on Global Malmquist Index Method -- 17.1 Introduction -- 17.2 Methodology -- 17.2.1 Global Malmquist Index Method -- 17.2.2 Data -- 17.3 Analysis and Discussion -- 17.4 Conclusion -- References -- 18 Evaluation of International Competitiveness of Patent-Intensive Industries Based on AHP-FCE Model -- 18.1 Introduction -- 18.2 Construction of an Index System of International Competitiveness for Patent-Intensive Industries -- 18.2.1 Construction of Primary Evaluation Index System -- 18.2.2 Principle of Characteristic Root Method for Group Decision-Making -- 18.2.3 Screening of Key Evaluation Indicators -- 18.3 Fuzzy Hierarchical Evaluation of International Competitiveness of Patent-Intensive Industries -- 18.3.1 Principle of Analytic Hierarchy Process -- 18.3.2 The Basic Principle of the Fuzzy Comprehensive Evaluation Method -- 18.4 A Fuzzy Comprehensive Evaluation of International Competitiveness of Patent-Intensive Industries -- 18.4.1 Determination of Evaluation Index Weight by Analytic Hierarchy Process -- 18.4.2 Fuzzy Comprehensive Evaluation of International Competitiveness of Patent-Intensive Industries -- 18.5 Conclusions and Recommendations -- References -- 19 Analysis of the Economic Effects of China-Russia Co-construction of the "Polar Silk Road" Based on the GTAP Model -- 19.1 Introduction -- 19.2 GTAP Model Setting. 19.2.1 Introduction of the GTAP Model. |
Record Nr. | UNINA-9910886081303321 |
Hassanien Aboul Ella | ||
Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Business Intelligence and Information Technology : Proceedings of BIIT 2022 / / edited by Aboul Ella Hassanien, Dequan Zheng, Zhijie Zhao, Zhipeng Fan |
Autore | Hassanien Aboul Ella |
Edizione | [1st ed. 2023.] |
Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 |
Descrizione fisica | 1 online resource (818 pages) |
Disciplina | 006.3 |
Altri autori (Persone) |
ZhengDequan
ZhaoZhijie FanZhipeng |
Collana | Smart Innovation, Systems and Technologies |
Soggetto topico |
Computational intelligence
Operations research Business—Data processing Computational Intelligence Operations Research and Decision Theory Business Informatics |
ISBN | 981-9934-16-8 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Research on the Incentive Mechanism of Publishing Editors Based on Psychological Contract -- Evaluation of China’s Digital Agriculture Development Level Under the Entropy Method -- Research on Patent Cooperation Network of Patent-Intensive Industries in Heilongjiang Province from the Perspective of Complex Network -- Study of Egg Product Supply Chain Benefit Allocation Based on Fuzzy Shapley Value -- Trilateral Evolutionary Game Analysis of Personal Information Use and Protection in the Digital Economy -- Research on the Evaluation of Tourism Digital Content Marketing Based on PCA-AHP. |
Record Nr. | UNINA-9910734899103321 |
Hassanien Aboul Ella | ||
Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Business Intelligence and Information Technology : Proceedings of the International Conference on Business Intelligence and Information Technology BIIT 2021 |
Autore | Hassanien Aboul Ella |
Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2022 |
Descrizione fisica | 1 online resource (884 pages) |
Altri autori (Persone) |
XuYaoqun
ZhaoZhijie MohammedSabah FanZhipeng |
Collana | Lecture Notes on Data Engineering and Communications Technologies Ser. |
Soggetto genere / forma | Electronic books. |
ISBN |
9783030926328
9783030926311 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Intro -- Preface -- Organization -- General Chair -- General Co-chairs -- Technical Program Committee Chair -- Technical Program Committee Co-chair -- Publication Chair -- Publication Co-chair -- Organizing Committee Chairs -- Technical Program Committee Members -- Contents -- Digital Economy and E-commerce Technolgoies -- Digital Economy and High-Quality Development of Manufacturing Industry -- 1 Introduction -- 2 Mechanism Analysis and Hypothesis Development -- 2.1 Reshapes the Ecology of Manufacturing Industry -- 2.2 Reduce Ease of Cost -- 2.3 Stimulating Demand Creation -- 3 Status Analysis -- 3.1 Index System Design -- 3.2 Entropy Weight Method -- 4 Empirical Analysis -- 4.1 Variable Design -- 4.2 Econometric Model Setting and Descriptive Statistics of Variables -- 4.3 Empirical Test and Result Analysis -- 4.4 Robustness Test -- 5 Conclusions and Recommendations -- References -- Research on the Mechanism of Promoting the Development of High-Efficiency and Featured Tropical Agriculture in Hainan Relying on the Digital Economy -- 1 Introduction -- 2 Related Literature Research and Analysis -- 2.1 Digital Economy Is Gradually Becoming a Hotspot in Economics Research -- 2.2 The Development and Integration of Digital Economy and Agriculture Is the Focus of Attention in the Economic -- 2.3 Research Review -- 3 The Necessity of Relying on the Digital Economy to Promote the Development of HECTA in Hainan -- 3.1 Hainan Has a Relatively Low Starting Point for the Development of HECTA -- 3.2 The Construction of an FTP Provides New Opportunities for Hainan to Develop HECTA -- 3.3 The Digital Economy Has Inserted "Digital Wings" for Hainan's Development of HECTA -- 4 An Effective Mechanism to Promote the Development of Hainan's HECTA with the Digital Economy.
4.1 Establish and Complete a Cooperation Mechanism to Achieve Full Coverage of Digital Infrastructure Construction -- 4.2 Relying on the Digital Economy to Promote the Effective Mechanism of the Development of Hainan's HECTA -- 4.3 Establish and Improve the Training Mechanism of Agricultural Digital Pioneers -- 4.4 Establish and Improve the Guarantee Mechanism for the Legal Information Flow Security of Data and Information Collection -- 5 Conclusion -- References -- The Impact of Digital Economy on China's Low-Carbon Development -- 1 Introduction -- 2 Research Hypothesis -- 3 Methodology and Data -- 3.1 Model Building -- 3.2 Data Selection -- 4 Results and Discussion -- 4.1 Baseline Regression Test Results -- 4.2 Technology Innovation Conduction Path -- 4.3 Heterogeneity Analysis of East, Central and West Regions -- 5 Conclusions -- References -- The Impact of the Digital Economy on Inclusive Growth--Empirical Study Based on the Spatial Econometric Model -- 1 Introduction -- 2 Literature Review -- 3 The Construction of the Inclusive Growth System -- 3.1 Inclusive Growth Evaluation System -- 3.2 Measuring the Level of Inclusive Growth -- 4 Variable Selection, Data Sources, and Model Construction -- 4.1 Selection of Variables -- 4.2 Data Sources -- 4.3 Model Construction -- 5 Analysis of the Empirical Results -- 5.1 Spatial Correlation Test -- 5.2 Analysis of Spatial Measurement Results -- 5.3 Spatial Effect Decomposition -- 5.4 Robustness Test -- 6 Conclusions and Recommendations -- 6.1 Conclusions -- 6.2 Recommendations -- References -- Evolutionary Game Analysis of Digital Innovation Ecosystem Governance -- 1 Introduction -- 2 Analysis on Dovernance Subject of Digital Innovation Ecosystem -- 2.1 Characteristics of Digital Innovation Ecosystem -- 2.2 Composition of Participants in Digital Innovation Ecosystem Governance. 2.3 The Relationship Between the Participants in the Governance of Digital Innovation Ecosystem -- 3 Construction of Evolutionary Game Model -- 3.1 Description of Model Assumptions and Variables -- 3.2 Tripartite Evolutionary Game Model -- 3.3 Evolutionary Game Equilibrium Analysis -- 3.4 Model Simulation Analysis -- 4 Conclusions and Recommendations -- References -- Measurement and Comparison of Digital Economy Development of Cities in China -- 1 Introduction -- 2 Literature Review -- 3 Indicator System and Research Method -- 3.1 Digital Economy Indicator System -- 3.2 Research Method -- 4 Analysis of the Development Level of the Digital Economy -- 4.1 Analysis of the Development Level of the Digital Economy in Sub-provincial Cities -- 4.2 Analysis of Each Dimension -- 5 Conclusions and Recommendations -- References -- Occupational Risks and Guarantee Path of the Delivery Man in Digital Economy -- 1 Introduction -- 2 The System Scenario of Takeout Workers in the Digital Economy -- 3 The Occupational Risks of Takeout Workers Under the Digital Economy -- 3.1 Safety Risks -- 3.2 Health Risks -- 3.3 Stability Risks -- 3.4 Insurance Risks -- 4 Reasons for the Occupational Risks of Takeout Workers Under the Digital Economy -- 4.1 Digitized Involution of Platform Companies Leads to the Cycle and Upgrading of Occupational Risk -- 4.2 The Replacement of the Evaluation Right in the Social Networks Leads to the Increased Uncertainty of Occupational Income Risk -- 4.3 The Dilemma Under the Living Income and Expenditure Leading to the Situation that the Delivery Man Can Not Avoid Risks by Themselves -- 4.4 Problems of Social Security Coverage Leads to the Situation that Worries of Occupational Risks Can Not Be Relieved -- 5 The Ideas of Protecting the Professional Rights and Interests of Takeout Workers Under the Digital Economy. 5.1 Upgrade the Transportation and Workflow of Delivery Workers Starting When the 'action' Is Assigned to the 'identity' -- 5.2 Improve the Welfare of Delivery Workers and Start Employment Training to Empower 'actors' -- 5.3 From the Perspective of 'control Power' Balance, the Evaluation Mechanism and Industry Guidelines Should be Formulated -- 5.4 With the Scope of Public Policy of the Government Which Is One of 'actors', Strengthen the Expansion of Basic Social Insurance and the Exploration of Occupational Injury Insurance -- 6 Conclusion -- References -- Research on E-commerce Recommended Algorithm Based on Knowledge Graph -- 1 Introduction -- 2 Research and Analysis of Recommendation Algorithm in E-commerce -- 3 Research on New Recommendation Algorithm -- 3.1 Integrate Commodity Entities and User Comments in the Knowledge Graph -- 3.2 Feature Weight Allocation of Commodity Recommendation -- 3.3 Experimental Algorithm Design and Evaluation Index -- 4 Experimental Results and Analysis -- 5 Conclusion -- References -- Research on Regional Heterogeneity in the Impact of Digital Inclusive Finance on the Diversification of Household Financial Asset Allocation -- 1 Introduction -- 2 Literature Review -- 3 Model Setting and Variable Introduction -- 3.1 Data Introduction -- 3.2 Model Setting and Variable Description -- 4 Empirical Tests -- 4.1 The Impact of Total Digital Inclusion Indicators on Household Financial Asset Allocation Diversification -- 4.2 The Impact of Digital Inclusive Finance Sub-indicators on Household Financial Asset Allocation Diversification -- 4.3 The Heterogeneous Impact of Digital Inclusive Finance on Household Financial Asset Allocation in Different Regions -- 4.4 The Differential Impact of Digital Inclusive Finance on the Diversity of Financial Asset Allocation of Urban and Rural Households -- 4.5 Robustness Tests -- 5 Conclusion. References -- Research on the Countermeasures for the Development of Agricultural and Rural Digital Economy -- 1 Introduction -- 2 Development Status of Agricultural and Rural Digital Economy -- 2.1 Development of Government Public Agricultural Information Platform -- 2.2 Construction of Government Public Agricultural Information Platform -- 2.3 Agricultural and Rural Digital Economy Industry Development -- 3 Problems in the Development of Agricultural and Rural Digital Economy -- 3.1 Incomplete Communication Infrastructure -- 3.2 Low Utilization of Farmers' Information -- 3.3 The Unbalanced and Inadequate Development of the Agricultural Digital Economy Industry -- 4 Countermeasures to Develop Agricultural and Rural Digital Economy -- 4.1 Strengthen the Construction of Digital Infrastructure -- 4.2 R& -- D and Promotion of Agricultural Information Platform -- 4.3 Accelerate the Development of Digitalization of the Agricultural Industry -- References -- Research on the Countermeasures of Digital Intelligence Transformation and Upgrading of Innovative Manufacturing Enterprises -- 1 Introduction -- 2 Characteristics, Transformation Process and Development Needs of Innovative Manufacturing Enterprises -- 2.1 Concept and Characteristics of Innovative Manufacturing Enterprises -- 2.2 The Process of Economic Transformation and Upgrading of Innovative Manufacturing Enterprises -- 2.3 Development Needs of Innovative Manufacturing Enterprises -- 3 Digital Intelligence Platform Architecture of Innovative Manufacturing Enterprises -- 3.1 Construction of Digital Intelligence Platform -- 3.2 Specific Implementation Scheme of Data Mining in Innovative Manufacturing Enterprises -- 4 Management Countermeasures for Digital Intelligence Transformation and Upgrading of Innovative Manufacturing Enterprises -- 5 Conclusions -- References. Data Mining and Association Rules. |
Record Nr. | UNINA-9910513582403321 |
Hassanien Aboul Ella | ||
Cham : , : Springer International Publishing AG, , 2022 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|