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2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City : Volume 1
| 2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City : Volume 1 |
| Autore | Atiquzzaman Mohammed |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore Pte. Limited, , 2022 |
| Descrizione fisica | 1 online resource (1314 pages) |
| Altri autori (Persone) |
YenNeil
XuZheng |
| Collana | Lecture Notes on Data Engineering and Communications Technologies Ser. |
| Soggetto genere / forma | Electronic books. |
| ISBN |
9789811674662
9789811674655 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Organization -- Preface -- Conference Program -- BDCPS 2021 Keynotes -- Contents -- Data Mining and Statistical Modelling for Smart City -- Application of Intelligent Ant Colony Algorithm in Rural Logistics Intelligent Distribution Route Planning -- 1 Introduction -- 2 Application of Swarm Intelligence Algorithm in Logistics Distribution Route Planning Under the Background of Rural Revitalization -- 2.1 Rural Logistics and Distribution Problems -- 2.2 Problem of Logistics Distribution Path -- 2.3 IACA -- 3 Experimental Research on Group Intelligence Algorithm in Logistics Distribution Path Planning Under the Background of Rural Revitalization -- 3.1 Swarm Intelligence Algorithm Structure Framework -- 4 Experimental Analysis of Group Intelligence Algorithm in Logistics Distribution Route Planning Under the Background of Rural Revitalization -- 4.1 Analysis of the Average Solution of CGA and IACA -- 4.2 Comparison of IACA with Other Algorithms -- 5 Conclusion -- References -- Sustainable Competitive Advantages of Chinese Online Travel Agents by RBV Model: A Data Based Analysis -- 1 Introduction -- 2 Literature Review -- 2.1 Industrial Analysis -- 2.2 RBV and Competitive Advantage -- 3 Methodology -- 3.1 Data Collection Method -- 3.2 Sample -- 3.3 Data Analysis Method -- 4 Result -- 4.1 Reliability Analysis -- 4.2 Validity Analysis -- 4.3 Variable Descriptive -- 4.4 Regression Analysis -- 5 Discussion -- 5.1 Digital Marketing -- 5.2 Cost Leadership -- 5.3 Payment Mode -- 5.4 Service Responsiveness -- 5.5 Product Variety -- 6 Conclusion -- References -- Kinematics Analysis of Aerobics Movement Decomposition Based on Multi-target Video Tracking Algorithm -- 1 Introduction -- 2 Multi-target Video Tracking Algorithm and Aerobics Movement Decomposition Kinematics Research.
2.1 Feasibility Analysis of Multi-sport Target Video Tracking Application Aerobics Movement Decomposition Kinematics -- 2.2 Multi-moving Target Video Tracking Algorithm -- 3 Kinematics Experiment of Calisthenics Action Decomposition Based on Multi-sport Target Video Tracking Algorithm -- 3.1 Experimental Design -- 3.2 Experimental Procedure -- 3.3 Data Processing -- 4 Result Analysis -- 4.1 Analysis of Angle Parameters of Lower Limb Joints -- 4.2 Kinematics Analysis of Trunk Movement Links -- 5 Conclusions -- References -- Color Network System of Folk Painting Based on Fractal Algorithm Theory -- 1 Introduction -- 2 Theoretical Research on the Color Network System of Folk Painting Based on Fractal Theory Algorithm -- 2.1 Basic Knowledge of Fractal Theory -- 2.2 Software Development Platform -- 2.3 Software Implementation Model -- 3 The Realization of Color Network System of Folk Painting Based on Fractal Theory Algorithm -- 3.1 System Experiment Content -- 3.2 Process of Color Network System -- 4 Experimental Data Analysis of Folk Painting Color Network System Based on Fractal Algorithm Theory -- 4.1 System Equipment Data Analysis -- 4.2 Comparative Analysis of the Color Reproduction Process -- 5 Conclusion -- References -- Design of College Teaching Quality Evaluation Based on Apriori Algorithm -- 1 Introduction -- 2 Theoretical Research on the Design of University TQES Based on Apriori Algorithm -- 2.1 Evaluation Standard of Teaching Quality in Colleges and Universities -- 2.2 Discussion on the Requirements of TQES in Colleges and Universities -- 2.3 System Design of University TQES Based on Apriori Algorithm -- 3 Implementation of TQES Based on Apriori Algorithm -- 3.1 System Operation Environment -- 3.2 System Function Realization -- 4 Test of TQES Based on Apriori Algorithm -- 4.1 Software Testing -- 4.2 System Test -- 5 Conclusion -- References. Panal Data Analysis on the Environmental Effects of Global Value Chains: Based on the Empirical Study of Chinese Industrial Panel Data -- 1 Introduction -- 2 Analysis of the Affecting Mechanism of Global Value Chain on Environment -- 2.1 Scale Effect -- 2.2 Composition Effect -- 2.3 Technique Effect -- 3 Model Establishment -- 4 Empirical Analysis Results -- 4.1 Data Source and Processing -- 4.2 Econometric Analysis Results and Their Economic Connotations -- 5 Conclusions -- References -- The Application of Fusion Algorithm in Automobile Machinery Manufacturing Control System -- 1 Introduction -- 2 Application of Fusion Algorithm in Automobile Machinery Manufacturing Control System -- 2.1 PI Control Algorithm -- 2.2 Improved Sliding Mode Control Algorithm -- 2.3 Improved ADRC Algorithm -- 2.4 Software and Hardware Design of PMSM Servo Control System Based on Algorithm Fusion -- 3 Experimental Simulation -- 3.1 Servo System Current Simulation -- 3.2 Speed Simulation of Servo System -- 3.3 Position Simulation of Servo System -- 4 Result Analysis -- 4.1 Analysis of Current Simulation Results of Servo System -- 4.2 Speed Simulation Results Analysis of Servo System -- 5 Conclusion -- References -- Path of Data Mining and Analysis Technology in New Energy Vehicle Business Model Innovation -- 1 Introduction -- 2 Data Mining Analysis Technology and New Energy Vehicle Business Model -- 2.1 Data Mining Analysis Technology -- 2.2 Current Business Model of New Energy Vehicles -- 2.3 The Basic Principle and Process of Cluster Analysis -- 3 Application Experiment of Data Mining Analysis Technology in the Innovation Path of New Energy Vehicle Business Model -- 3.1 Experimental Background -- 3.2 Experimental Method -- 3.3 Experimental Results -- 4 Analysis and Discussion of Experimental Results. 4.1 Distribution of Traditional Business Models of Enterprises When Data Mining Technology is not Used -- 4.2 Research on the Path of Business Model Innovation for New Energy Automobile Companies Using Data Mining Technology -- 4.3 Problems Encountered During Use -- 5 Conclusions -- References -- Data Analysis and Application of Resource Search Algorithm in Basic Education Fairness -- 1 Introduction -- 2 Methods -- 2.1 Characteristics of P2P Network -- 2.2 Classical Resource Search Algorithm -- 2.3 The Impact of Injustice in Basic Education -- 3 Experiment -- 3.1 Data Sources -- 3.2 Algorithm Description -- 4 Discussion -- 4.1 Education Funding -- 4.2 Differences in Faculty -- 4.3 Targeted Suggestions -- 5 Conclusions -- References -- The Construction of the Influence Model of Artistic Creativity Based on AMOS Data Analysis -- 1 Research Motivation -- 2 Literature Review -- 3 Research Methods, Procedures and Assumptions -- 3.1 Research Structure -- 3.2 Research Hypothesis -- 3.3 Research Object -- 3.4 Research Tool -- 4 Analysis of Results -- 4.1 The Effect Verification of the Direct Effect of Innovation Atmosphere on Artistic Creativity -- 4.2 The Direct Effect of the Innovation Atmosphere on the Flow State and the Direct Effect of the Flow State on the Artistic Creativity -- 4.3 Mediation of Flow State -- 5 Conclusion and Suggestion -- 5.1 Innovation Atmosphere Has a Significant Positive Impact on Artistic Creativity -- 5.2 The Atmosphere of Organizational Innovation Has a Positive Impact on the State of Flow -- 5.3 Flow State Has a Positive Impact on Artistic Creativity -- 5.4 Flow State Plays a Completely Mediating Role in the Influence of Innovation Atmosphere on Artistic Creativity -- References -- The Construction of Mental Health Prediction Model Based on Data Mining Technology -- 1 Introductions. 2 Research on Mental Health Status and Data Mining Technology -- 2.1 Factors Affecting Mental Health -- 2.2 Data Mining -- 2.3 Predictive Analysis Algorithm -- 3 Construction of Mental Health Prediction Model Based on Data Mining Technology -- 3.1 Data Source -- 3.2 Evaluation Index -- 3.3 Prediction Steps -- 3.4 The Order of the Degree of Influence of the Independent Variable Factors on the Dependent Variable -- 3.5 Prediction Model Establishment -- 4 Detection of Predictive Models -- 5 Conclusions -- References -- Influence of Big Data Statistical Analysis Technology on Informational Learning Mode -- 1 Introduction -- 2 Educational Informatization and Talent Training Mode in the Information Environment -- 2.1 Information Technology Environment -- 2.2 Reform of Talent Training Mode Under the Information Environment -- 3 Teaching Experiment of Talent Training Model in Informatization Mode -- 3.1 Effect Inspection Method -- 3.2 Experimental Subject -- 3.3 Knowledge Level Test Paper -- 3.4 Data Statistics -- 4 Teaching Experimental Results of Talent Training Model in Information Mode -- 4.1 Comparison of Previous Two Groups -- 4.2 Comparison of Two Groups After Implementation -- 5 Conclusions -- References -- 3D Jewelry Design System Based on K-means Algorithm -- 1 Introduction -- 2 Jewelry 3D Design System Based on K-means Algorithm -- 2.1 Basic Principles of 3D Technology -- 2.2 Advantages of K-means Algorithm Application in Jewelry Design -- 2.3 3D Model Detail Optimization -- 3 Experiment -- 3.1 Interface Design -- 3.2 Login Module -- 3.3 Jewelry Attribute Selection Module -- 4 Discussion -- 5 Conclusions -- References -- The Development of Internet Plus Tourism Mode Based on Data Mining Technology -- 1 Introduction -- 2 The Development of IPT Based on DMT -- 2.1 IPT Development -- 2.2 IPT New Mode of Future Development Countermeasures. 2.3 Related Analysis of DMT. |
| Record Nr. | UNINA-9910512172303321 |
Atiquzzaman Mohammed
|
||
| Singapore : , : Springer Singapore Pte. Limited, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
2021 international conference on big data analytics for cyber-physical system in smart city . Volume 1 / / Mohammed Atiquzzaman, Neil Yen, Zheng Xu
| 2021 international conference on big data analytics for cyber-physical system in smart city . Volume 1 / / Mohammed Atiquzzaman, Neil Yen, Zheng Xu |
| Autore | Atiquzzaman Mohammed |
| Pubbl/distr/stampa | Singapore : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (1314 pages) |
| Disciplina | 005.8 |
| Collana | Lecture Notes on Data Engineering and Communications Technologies |
| Soggetto topico |
Big data - Security measures
Big data - Social aspects |
| ISBN |
981-16-7466-3
981-16-7465-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Organization -- Preface -- Conference Program -- BDCPS 2021 Keynotes -- Contents -- Data Mining and Statistical Modelling for Smart City -- Application of Intelligent Ant Colony Algorithm in Rural Logistics Intelligent Distribution Route Planning -- 1 Introduction -- 2 Application of Swarm Intelligence Algorithm in Logistics Distribution Route Planning Under the Background of Rural Revitalization -- 2.1 Rural Logistics and Distribution Problems -- 2.2 Problem of Logistics Distribution Path -- 2.3 IACA -- 3 Experimental Research on Group Intelligence Algorithm in Logistics Distribution Path Planning Under the Background of Rural Revitalization -- 3.1 Swarm Intelligence Algorithm Structure Framework -- 4 Experimental Analysis of Group Intelligence Algorithm in Logistics Distribution Route Planning Under the Background of Rural Revitalization -- 4.1 Analysis of the Average Solution of CGA and IACA -- 4.2 Comparison of IACA with Other Algorithms -- 5 Conclusion -- References -- Sustainable Competitive Advantages of Chinese Online Travel Agents by RBV Model: A Data Based Analysis -- 1 Introduction -- 2 Literature Review -- 2.1 Industrial Analysis -- 2.2 RBV and Competitive Advantage -- 3 Methodology -- 3.1 Data Collection Method -- 3.2 Sample -- 3.3 Data Analysis Method -- 4 Result -- 4.1 Reliability Analysis -- 4.2 Validity Analysis -- 4.3 Variable Descriptive -- 4.4 Regression Analysis -- 5 Discussion -- 5.1 Digital Marketing -- 5.2 Cost Leadership -- 5.3 Payment Mode -- 5.4 Service Responsiveness -- 5.5 Product Variety -- 6 Conclusion -- References -- Kinematics Analysis of Aerobics Movement Decomposition Based on Multi-target Video Tracking Algorithm -- 1 Introduction -- 2 Multi-target Video Tracking Algorithm and Aerobics Movement Decomposition Kinematics Research.
2.1 Feasibility Analysis of Multi-sport Target Video Tracking Application Aerobics Movement Decomposition Kinematics -- 2.2 Multi-moving Target Video Tracking Algorithm -- 3 Kinematics Experiment of Calisthenics Action Decomposition Based on Multi-sport Target Video Tracking Algorithm -- 3.1 Experimental Design -- 3.2 Experimental Procedure -- 3.3 Data Processing -- 4 Result Analysis -- 4.1 Analysis of Angle Parameters of Lower Limb Joints -- 4.2 Kinematics Analysis of Trunk Movement Links -- 5 Conclusions -- References -- Color Network System of Folk Painting Based on Fractal Algorithm Theory -- 1 Introduction -- 2 Theoretical Research on the Color Network System of Folk Painting Based on Fractal Theory Algorithm -- 2.1 Basic Knowledge of Fractal Theory -- 2.2 Software Development Platform -- 2.3 Software Implementation Model -- 3 The Realization of Color Network System of Folk Painting Based on Fractal Theory Algorithm -- 3.1 System Experiment Content -- 3.2 Process of Color Network System -- 4 Experimental Data Analysis of Folk Painting Color Network System Based on Fractal Algorithm Theory -- 4.1 System Equipment Data Analysis -- 4.2 Comparative Analysis of the Color Reproduction Process -- 5 Conclusion -- References -- Design of College Teaching Quality Evaluation Based on Apriori Algorithm -- 1 Introduction -- 2 Theoretical Research on the Design of University TQES Based on Apriori Algorithm -- 2.1 Evaluation Standard of Teaching Quality in Colleges and Universities -- 2.2 Discussion on the Requirements of TQES in Colleges and Universities -- 2.3 System Design of University TQES Based on Apriori Algorithm -- 3 Implementation of TQES Based on Apriori Algorithm -- 3.1 System Operation Environment -- 3.2 System Function Realization -- 4 Test of TQES Based on Apriori Algorithm -- 4.1 Software Testing -- 4.2 System Test -- 5 Conclusion -- References. Panal Data Analysis on the Environmental Effects of Global Value Chains: Based on the Empirical Study of Chinese Industrial Panel Data -- 1 Introduction -- 2 Analysis of the Affecting Mechanism of Global Value Chain on Environment -- 2.1 Scale Effect -- 2.2 Composition Effect -- 2.3 Technique Effect -- 3 Model Establishment -- 4 Empirical Analysis Results -- 4.1 Data Source and Processing -- 4.2 Econometric Analysis Results and Their Economic Connotations -- 5 Conclusions -- References -- The Application of Fusion Algorithm in Automobile Machinery Manufacturing Control System -- 1 Introduction -- 2 Application of Fusion Algorithm in Automobile Machinery Manufacturing Control System -- 2.1 PI Control Algorithm -- 2.2 Improved Sliding Mode Control Algorithm -- 2.3 Improved ADRC Algorithm -- 2.4 Software and Hardware Design of PMSM Servo Control System Based on Algorithm Fusion -- 3 Experimental Simulation -- 3.1 Servo System Current Simulation -- 3.2 Speed Simulation of Servo System -- 3.3 Position Simulation of Servo System -- 4 Result Analysis -- 4.1 Analysis of Current Simulation Results of Servo System -- 4.2 Speed Simulation Results Analysis of Servo System -- 5 Conclusion -- References -- Path of Data Mining and Analysis Technology in New Energy Vehicle Business Model Innovation -- 1 Introduction -- 2 Data Mining Analysis Technology and New Energy Vehicle Business Model -- 2.1 Data Mining Analysis Technology -- 2.2 Current Business Model of New Energy Vehicles -- 2.3 The Basic Principle and Process of Cluster Analysis -- 3 Application Experiment of Data Mining Analysis Technology in the Innovation Path of New Energy Vehicle Business Model -- 3.1 Experimental Background -- 3.2 Experimental Method -- 3.3 Experimental Results -- 4 Analysis and Discussion of Experimental Results. 4.1 Distribution of Traditional Business Models of Enterprises When Data Mining Technology is not Used -- 4.2 Research on the Path of Business Model Innovation for New Energy Automobile Companies Using Data Mining Technology -- 4.3 Problems Encountered During Use -- 5 Conclusions -- References -- Data Analysis and Application of Resource Search Algorithm in Basic Education Fairness -- 1 Introduction -- 2 Methods -- 2.1 Characteristics of P2P Network -- 2.2 Classical Resource Search Algorithm -- 2.3 The Impact of Injustice in Basic Education -- 3 Experiment -- 3.1 Data Sources -- 3.2 Algorithm Description -- 4 Discussion -- 4.1 Education Funding -- 4.2 Differences in Faculty -- 4.3 Targeted Suggestions -- 5 Conclusions -- References -- The Construction of the Influence Model of Artistic Creativity Based on AMOS Data Analysis -- 1 Research Motivation -- 2 Literature Review -- 3 Research Methods, Procedures and Assumptions -- 3.1 Research Structure -- 3.2 Research Hypothesis -- 3.3 Research Object -- 3.4 Research Tool -- 4 Analysis of Results -- 4.1 The Effect Verification of the Direct Effect of Innovation Atmosphere on Artistic Creativity -- 4.2 The Direct Effect of the Innovation Atmosphere on the Flow State and the Direct Effect of the Flow State on the Artistic Creativity -- 4.3 Mediation of Flow State -- 5 Conclusion and Suggestion -- 5.1 Innovation Atmosphere Has a Significant Positive Impact on Artistic Creativity -- 5.2 The Atmosphere of Organizational Innovation Has a Positive Impact on the State of Flow -- 5.3 Flow State Has a Positive Impact on Artistic Creativity -- 5.4 Flow State Plays a Completely Mediating Role in the Influence of Innovation Atmosphere on Artistic Creativity -- References -- The Construction of Mental Health Prediction Model Based on Data Mining Technology -- 1 Introductions. 2 Research on Mental Health Status and Data Mining Technology -- 2.1 Factors Affecting Mental Health -- 2.2 Data Mining -- 2.3 Predictive Analysis Algorithm -- 3 Construction of Mental Health Prediction Model Based on Data Mining Technology -- 3.1 Data Source -- 3.2 Evaluation Index -- 3.3 Prediction Steps -- 3.4 The Order of the Degree of Influence of the Independent Variable Factors on the Dependent Variable -- 3.5 Prediction Model Establishment -- 4 Detection of Predictive Models -- 5 Conclusions -- References -- Influence of Big Data Statistical Analysis Technology on Informational Learning Mode -- 1 Introduction -- 2 Educational Informatization and Talent Training Mode in the Information Environment -- 2.1 Information Technology Environment -- 2.2 Reform of Talent Training Mode Under the Information Environment -- 3 Teaching Experiment of Talent Training Model in Informatization Mode -- 3.1 Effect Inspection Method -- 3.2 Experimental Subject -- 3.3 Knowledge Level Test Paper -- 3.4 Data Statistics -- 4 Teaching Experimental Results of Talent Training Model in Information Mode -- 4.1 Comparison of Previous Two Groups -- 4.2 Comparison of Two Groups After Implementation -- 5 Conclusions -- References -- 3D Jewelry Design System Based on K-means Algorithm -- 1 Introduction -- 2 Jewelry 3D Design System Based on K-means Algorithm -- 2.1 Basic Principles of 3D Technology -- 2.2 Advantages of K-means Algorithm Application in Jewelry Design -- 2.3 3D Model Detail Optimization -- 3 Experiment -- 3.1 Interface Design -- 3.2 Login Module -- 3.3 Jewelry Attribute Selection Module -- 4 Discussion -- 5 Conclusions -- References -- The Development of Internet Plus Tourism Mode Based on Data Mining Technology -- 1 Introduction -- 2 The Development of IPT Based on DMT -- 2.1 IPT Development -- 2.2 IPT New Mode of Future Development Countermeasures. 2.3 Related Analysis of DMT. |
| Record Nr. | UNINA-9910743258103321 |
|
Atiquzzaman Mohammed
|
||
| Singapore : , : Springer, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
2021 International conference on big data analytics for cyber-physical system in smart city . Volume 2 / / Mohammed Atiquzzaman, Neil Yen and Zheng Xu
| 2021 International conference on big data analytics for cyber-physical system in smart city . Volume 2 / / Mohammed Atiquzzaman, Neil Yen and Zheng Xu |
| Autore | Atiquzzaman Mohammed |
| Pubbl/distr/stampa | Singapore : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (1157 pages) |
| Disciplina | 005.7 |
| Collana | Lecture Notes on Data Engineering and Communications Technologies |
| Soggetto topico |
Big data
Cooperating objects (Computer systems) - Automatic control |
| ISBN |
981-16-7468-X
981-16-7469-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910743378703321 |
|
Atiquzzaman Mohammed
|
||
| Singapore : , : Springer, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Proceedings of the 4th International Conference on Big Data Analytics for Cyber-Physical System in Smart City - Volume 1 : BDCPS 2022, December 16-17, Bangkok, Thailand / / edited by Mohammed Atiquzzaman, Neil Yen, Zheng Xu
| Proceedings of the 4th International Conference on Big Data Analytics for Cyber-Physical System in Smart City - Volume 1 : BDCPS 2022, December 16-17, Bangkok, Thailand / / edited by Mohammed Atiquzzaman, Neil Yen, Zheng Xu |
| Autore | Atiquzzaman Mohammed |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (823 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
YenNeil
XuZheng |
| Collana | Lecture Notes on Data Engineering and Communications Technologies |
| Soggetto topico |
Computational intelligence
Big data Quantitative research Computational Intelligence Big Data Data Analysis and Big Data |
| Soggetto non controllato |
Engineering
Technology & Engineering |
| ISBN | 981-9908-80-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910728943403321 |
|
Atiquzzaman Mohammed
|
||
| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||