{"text_format":"2","workbook":"xls","n_sheets":1,"sheets":["report2"],"not_rendered":{"charts":0,"images":0,"macros":0,"external_links":1,"defined_names":1,"comments":0,"pivot_tables":0},"unopened":[],"bounds":{"document_bytes":16777216,"sheet_cells":100000,"run_cost":"one","rows_first":2000,"rows_last":500,"rows_between":2000,"halvings":0,"cell_chars":16384,"cell_head_chars":4096},"cells_cut":0,"cells_raw":0,"read":"whole","date_system":"1900","formulas":"cached_only"}

{"sheet":"report2","index":0,"n_rows":29,"n_cols":5,"rows_kept":29,"cut":false,"hidden":false,"merged":[[0,2,0,3],[0,4,0,5],[1,2,1,3],[1,4,1,5],[2,2,2,3],[2,4,2,5],[3,2,3,3],[4,2,4,3],[6,2,6,3],[7,2,7,3],[8,2,8,3],[9,2,9,3],[10,2,10,3],[16,2,16,3],[17,2,17,3],[19,2,19,3]],"flags":["formulas_cached_only"]}
[null,"1.","Record Nr.",null,"UNINA9910743258103321"]
[null,null,"Autore",null,"Atiquzzaman Mohammed"]
[null,null,"Titolo",null,"2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City : Volume 1 / / edited by Mohammed Atiquzzaman, Neil Yen, Zheng Xu"]
[null,null,"Pubbl/distr/stampa",null,"Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2022"]
[null,null,"ISBN",null,"981-16-7466-3"]
[{"$nulls":4},"981-16-7465-5"]
[null,null,"Edizione",null,"[1st ed. 2022.]"]
[null,null,"Descrizione fisica",null,"1 online resource (1314 pages)"]
[null,null,"Collana",null,"Lecture Notes on Data Engineering and Communications Technologies, , 2367-4520 ; ; 102"]
[null,null,"Disciplina",null,"005.8"]
[null,null,"Soggetti",null,"Computational intelligence"]
[{"$nulls":4},"Big data"]
[{"$nulls":4},"Quantitative research"]
[{"$nulls":4},"Computational Intelligence"]
[{"$nulls":4},"Big Data"]
[{"$nulls":4},"Data Analysis and Big Data"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,"Nota di contenuto",null,"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 "]
[{"$nulls":4},"Methodology -- 3.1 Data Collection Method -- 3.2 Sample -- 3.3 Data Analysis Method -- 4 Result -- 4.1 Reliability Analysis -- 4.2 Validity Analysis -- 4.3 Variable Descriptive -- 4.4 Regression Analysis -- 5 Discussion -- 5.1 Digital Marketing -- 5.2 Cost Leadership -- 5.3 Payment Mode -- 5.4 Service Responsiveness -- 5.5 Product Variety -- 6 Conclusion -- References -- Kinematics Analysis of Aerobics Movement Decomposition Based on Multi-target Video Tracking Algorithm -- 1 Introduction -- 2 Multi-target Video Tracking Algorithm and Aerobics Movement Decomposition Kinematics Research."]
[{"$nulls":4},"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."]
[{"$nulls":4},"Panal Data Analysis on the Environmental Effects of Global Value Chains: Based on the Empirical Study of Chinese Industrial Panel Data -- 1 Introduction -- 2 Analysis of the Affecting Mechanism of Global Value Chain on Environment -- 2.1 Scale Effect -- 2.2 Composition Effect -- 2.3 Technique Effect -- 3 Model Establishment -- 4 Empirical Analysis Results -- 4.1 Data Source and Processing -- 4.2 Econometric Analysis Results and Their Economic Connotations -- 5 Conclusions -- References -- The Application of Fusion Algorithm in Automobile Machinery Manufacturing Control System -- 1 Introduction -- 2 Application of Fusion Algorithm in Automobile Machinery Manufacturing Control System -- 2.1 PI Control Algorithm -- 2.2 Improved Sliding Mode Control Algorithm -- 2.3 Improved ADRC Algorithm -- 2.4 Software and Hardware Design of PMSM Servo Control System Based on Algorithm Fusion -- 3 Experimental Simulation -- 3.1 Servo System Current Simulation -- 3.2 Speed Simulation of Servo System -- 3.3 Position Simulation of Servo System -- 4 Result Analysis -- 4.1 Analysis of Current Simulation Results of Servo System -- 4.2 Speed Simulation Results Analysis of Servo System -- 5 Conclusion -- References -- Path of Data Mining and Analysis Technology in New Energy Vehicle Business Model Innovation -- 1 Introduction -- 2 Data "]
[{"$nulls":4},"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."]
[{"$nulls":4},"4.1 Distribution of Traditional Business Models of Enterprises When Data Mining Technology is not Used -- 4.2 Research on the Path of Business Model Innovation for New Energy Automobile Companies Using Data Mining Technology -- 4.3 Problems Encountered During Use -- 5 Conclusions -- References -- Data Analysis and Application of Resource Search Algorithm in Basic Education Fairness -- 1 Introduction -- 2 Methods -- 2.1 Characteristics of P2P Network -- 2.2 Classical Resource Search Algorithm -- 2.3 The Impact of Injustice in Basic Education -- 3 Experiment -- 3.1 Data Sources -- 3.2 Algorithm Description -- 4 Discussion -- 4.1 Education Funding -- 4.2 Differences in Faculty -- 4.3 Targeted Suggestions -- 5 Conclusions -- References -- The Construction of the Influence Model of Artistic Creativity Based on AMOS Data Analysis -- 1 Research Motivation -- 2 Literature Review -- 3 Research Methods, Procedures and Assumptions -- 3.1 Research Structure -- 3.2 Research Hypothesis -- 3.3 Research Object -- 3.4 Research Tool -- 4 Analysis of Results -- 4.1 The Effect Verification of the Direct Effect of Innovation Atmosphere on Artistic Creativity -- 4.2 The Direct Effect of the Innovation Atmosphere on the Flow State and the Direct Effect of the Flow State on the Artistic Creativity -- 4.3 Mediation of Flow State -- 5 Conclusion and Suggestion -- 5.1 Innovation Atmosphere Has a Significant Positive Impact on Artistic Creativity -- 5.2 The Atmosphere of Organizational Innovation Has a Positive Impact on the State of Flow -- 5.3 Flow State Has a Positive Impact on Artistic Creativity -- 5.4 Flow State Plays a Completely Mediating Role in the Influence of Innovation Atmosphere on Artistic Creativity -- References -- The Construction of Mental Health Prediction Model Based on Data Mining Technology -- 1 Introductions."]
[{"$nulls":4},"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 "]
[{"$nulls":4},"-- 2.3 3D Model Detail Optimization -- 3 Experiment -- 3.1 Interface Design -- 3.2 Login Module -- 3.3 Jewelry Attribute Selection Module -- 4 Discussion -- 5 Conclusions -- References -- The Development of Internet Plus Tourism Mode Based on Data Mining Technology -- 1 Introduction -- 2 The Development of IPT Based on DMT -- 2.1 IPT Development -- 2.2 IPT New Mode of Future Development Countermeasures."]
[{"$nulls":4},"2.3 Related Analysis of DMT."]
[null,null,null,"Sommario/riassunto","This book gathers a selection of peer-reviewed papers presented at the third Big Data Analytics for Cyber-Physical System in Smart City (BDCPS 2021) conference, held in Shanghai, China, on Nov. 27, 2021. The contributions, prepared by an international team of scientists and engineers, cover the latest advances made in the field of machine learning, and big data analytics methods and approaches for the data-driven co-design of communication, computing, and control for smart cities. Given its scope, it offers a valuable resource for all researchers and professionals interested in big data, smart cities, and cyber-physical systems."]