Business Intelligence and Information Technology : Proceedings of BIIT 2023 / / edited by Aboul Ella Hassanien, Dequan Zheng, Zhijie Zhao, Zhipeng Fan

• Autore: Hassanien Aboul Ella
• Pubblicazione: Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024
• Edizione: 1st ed. 2024.
• Descrizione fisica: 1 online resource (638 pages)
• Disciplina: 658.472
• Soggetto topico: Computational intelligence; Business - Data processing; Operations research; Computational Intelligence; Business Informatics; Operations Research and Decision Theory
• Altri autori: ZhengDequan ZhaoZhijie FanZhipeng
• 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.
• Sommario/riassunto: This book constitutes the refereed proceedings of the 2023 International Conference on Business Intelligence and Information Technology (BIIT 2023) held in Harbin, China, during December 16–17, 2023. BIIT 2023 is organized by the School of Computer and Information Engineering, Harbin University of Commerce, and supported by Scientific Research Group in Egypt (SRGE), Egypt. The papers cover current research in electronic commerce technology and application, business intelligence and decision making, digital economy, accounting informatization, intelligent information processing, image processing and multimedia technology, signal detection and processing, communication engineering and technology, information security, automatic control technique, data mining, software development, and design, blockchain technology, big data technology, and artificial intelligence technology.
• Titolo autorizzato: Business Intelligence and Information Technology
• ISBN: 981-9739-80-2
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910886081303321
• Lo trovi qui: Univ. Federico II
• Serie: Smart Innovation, Systems and Technologies, . 2190-3026 ; ; 394