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.

International conference proceedings.

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 -- Sustainable competitive advantages of Chinese online travel agents by RBV model: a data based analysis -- Kinematics analysis of aerobics movement decomposition based on multi-target video tracking algorithm -- Color network system of folk painting based on fractal algorithm theory -- Design of college teaching quality evaluation based on apriori algorithm -- Panal data analysis on the environmental effects of global value chains: based on the empirical study of Chinese industrial panel data -- The application of fusion algorithm in automobile machinery manufacturing control system -- Path of data mining and analysis technology in new energy vehicle business model innovation -- Data analysis and application of resource search algorithm in basic education fairness -- The construction of the influence model of artistic creativity based on AMOS data analysis -- The construction of mental health prediction model based on data mining technology -- Influence of big data statistical analysis technology on informational learning mode -- 3D jewelry design system based on K-means algorithm -- The development of Internet Plus tourism mode based on data mining technology -- Multi-modal medical image fusion method based on multi-scale analysis and PCNN -- Analysis of express logistics cost control under the background of big data -- Medical equipment sales management prediction system based on LSTM algorithm -- Precision poverty alleviation system of listed companies based on multiple neural network algorithms -- Optimization processing of auto parts spraying scheme based on particle swarm optimization -- Comparison of two models based on deep neural network prediction -- Model-based iterative learning control algorithm and its simulation research in robot point position control -- Application of data mining technology in regional economic analysis -- Application of big data in the excavation of regional cultural resources in the development of theme hotels -- Using computer three-dimensional model system to explore the influence of water-rock interaction on the unloading mechanical properties and microstructure of sandstone -- Surface quality prediction model of crane boom based on deep learning -- Comprehensive utilization analysis of geophysical exploration data based on data mining algorithm -- Spark for data mining of massive historical and cultural resources and humanistic smart city construction -- Research on massive data mining technology based on map reduce -- Application and research of data mining technology BIM and Internet of Things in engineering construction -- Geotechnical test and effective processing analysis of geotechnical engineering investigation based on geographic information system under BP neural network -- Analysis and research on power distribution Internet of Things platform system -- Early warning model of track and field sports injury based on RBF neural network algorithm -- Application research of computer digital model technology in the packaging design of products with different regional features -- The application of correction algorithm in the improvement of accuracy of English translation software -- The forewarning design of enterprise foreign trade risk based on big data -- BIG DATA ANALYTICS FOR SMART CITY. Effects and mechanism of Weibo's negative emotions on Covid-19 related retweets based on big data collection technology -- Our country's smart agriculture development strategy and path under the big data environment -- The design of the information system platform of the "one picture" platform for territorial and spatial planning in the big data era -- Impact of the application of big data technology on industrial agglomeration and high-quality economic development -- Analysis of information management scheme in civil engineering construction based on big data analysis -- Relationship between learning behavior and learning effect based on big data -- Construction of school quality assurance system based on big data analysis -- Design of university data governance process system under the big data environment -- Platform and path of university student management informatization construction in the big data environment -- Construction of course achievement evaluation system based on big data analysis -- Research and application of tax classification prediction analysis method based on big data technology -- Development of rural e-commerce based on big data analysis technology -- Management analysis of human resources sharing economy platform under big data technology -- Smart city medical resource allocation system based on big data -- Hardware design of electronic components remote test adapter based on information processing -- The application of virtual reality technology in aerobics training from the perspective of information technology -- Precision design of Dongguan intangible cultural and creative products based on big data analysis technology -- Proportion of college students' Internet education data based on big data analysis technology -- Gender research in literature based on big data technology -- Exploration of accounting information construction under the background of big data -- On the path of improving the work quality and accuracy of college English workers in the era of big data -- New tools for macroeconomic analysis in the era of big data -- Application of "big data + education" in the construction of curriculum content system -- Expanding the direction of economic development by improving the utilization rate of WR in the age of big data -- Application of artificial intelligence technology in college English teaching under the background of big data -- Innovative development and practice of university intellectual property management based on big data algorithm -- The big data for comprehensive evaluation of GIS engineering based on data envelopment analysis -- Application of web crawler technology based on Python in big data environment -- Intelligent algorithm big data analysis for the construction of smart campus -- The construction and research of the platform of intelligent sharing laboratory based on big data -- Research on big data encryption algorithm based on data redundancy elimination technology -- Design of big data management and analysis platform based on knowledge map -- Application of artificial intelligence in computer network technology in big data era -- Application of big data electrical automation technology in electrical engineering -- Operation analysis of financial sharing center based on big data sharing technology - Taking SF Express as an example -- Application and practice of big data analysis in enterprise brand marketing management -- Implementation evaluation system of land and spatial change planning based on big data -- Research on intelligent tourism resource management based on big data technology -- Research on sales forecasting method based on data mining -- Study on learning path selection of English writing based on big data technology -- DATA-DRIVEN CO-DESIGN OF COMMUNICATION, COMPUTING AND CONTROL FOR SMART CITY. The development trend of international economy and commercial industry based on the analysis of Internet of Things technology -- Interface usability of video sharing websites in the Internet era -- The realization of the practical ability training system of media talents in OBE mode based on network information technology -- A design for software management architecture and software management information system in time of open source -- Business model innovation mechanism and value creation effect of data-driven M&A--Case study based on Alibaba -- Design and implementation of enterprise accounting supervision platform based on big data -- Research on VR data visualization design based on usability principle -- Supply chain finance and Internet of Things technology -- Analysis of "national animation" driven by big data technology -- Data management strategy based on edge computing -- Construction of parallel corpus of foreign publicity based on computer-aided translation software -- Research and design of physical survey data analysis system under the background of big data -- The application of computer video image technology in track and field training -- Formation control of UAV swarm based on virtual potential field and virtual navigator -- Application of computer image processing software in interior design -- The application of computer technology in the development and analysis of enterprise intellectual capital -- Design and implementation of a blockchain-based international trade stable digital currency issuance system -- Cross-cultural communicative competence based on computer aided testing -- E-commerce development of characteristic agricultural products under the background of computer science and technology -- Graphic design understanding the application of computer graphics and image processing technology in graphic design to improve the employment rate of college graduates -- Analysis and research on the mode of international trade practice combined with exhibition and sales under the development of Internet -- The application of computer network technology in university library -- The development trend of computer network and university library -- Self-service fetching of image ROI based on computer-aided detection -- Three dimensions of campus network platform construction in the Internet era -- Large data recognition system for speech outliers based on deep learning -- Artificial intelligence for general layout and transportation engineering with GIS technology -- Research on BP neural network image restoration algorithm based on genetic algorithm -- IoTs technology and deep learning for process parameters with laser welding crack of alloy -- Secure vertical handoff algorithm for wireless mobile networks supporting cloud computing -- Curriculum reform and research of airport safety inspection based on cloud computing -- Bionic design of acquisition system of underwater sea cucumber search and capture robot -- A novel sea cucumber search and capture robot using bionic design theory -- The application of nosocomial infection monitoring system in the management of nosocomial infection control -- Analysis on legal issues of cloud computing software-as-a-service (SaaS) model -- work on rptimal configuration of internal network of district energy system based on ant colony algorithm -- Marketing data refined push algorithm analysis under the background of artificial intelligence -- Research on enterprise precision marketing based on data mining technology -- ANALYTICS AND MACHINE LEARNING APPLICATIONS TO SMART CITY. Intelligent information construction of enterprise management based on big data processing technology -- Recognition method of river sewage outlets in UAV aerial images based on deep learning -- Intelligent value-added system service of automobile manufacturing enterprise based on forecast demand algorithm analysis -- Fast retrieval algorithm of English sentences based on artificial intelligence machine translation -- VR product quality evaluation based on analytic hierarchy process -- The cutting-edge applications and trends of big data and AI technology in the digitalization of the fashion industry -- Remote sensing image target recognition system based on heapsort -- The application of artificial intelligence in AI news anchor -- Oil painting art communication system based on artificial intelligence optimization algorithm -- Application of AI in computer network technology in the big data era -- Business English online classroom teaching based on ESP demand analysis technology -- Application of AI video image technology in soft ladder strength teaching and training system -- Study on the construction of intelligent supply chain system based on Internet of Things technology -- Application of Internet of Things technology in the field of environmental engineering -- Application of intelligent optimization algorithm in the analysis of golf track -- Investigation and research into the training quality of postgraduates based on artificial intelligence -- Application of computer technology in the management of college students -- Transformation from financial accounting to management accounting in the age of artificial intelligence -- The role of artificial intelligence and virtual reality technology in the training mode of rehabilitation professionals -- Application of artificial intelligence technology in modern medical service system under the background of big data -- A study on operation effect evaluation of financial sharing center of Jiangsu Port Group by artificial intelligence -- Information talent training mode reform in the era of artificial intelligence and big data -- Cross-cultural adaptation of international students based on the use of online platforms in the context of the Internet -- The problem and optimization of container cargo loading based on intelligent system under the background of information technology -- An aircraft part assembly based on virtual reality technology and mixed reality technology -- Machine learning for the electromechanical coupling problem in composite plates with second order two scale algorithm -- The application analysis with computer technology for effective kinetic energy of mining reserves -- Niagara framework technology for cloud edge collaborative intelligent building management system -- Knapsack model and multi-objective particle algorithm for business model of pension -- Enterprise intelligent accounting system structure and intelligent accounting algorithm -- Research on improvement of logistics management system based on blockchain technology -- BP neural network computer network information security risks and solutions -- Research on object detection and shadow detection algorithm based on computer vision -- On personalized cultural and creative product design strategy based on AI painting generation -- Location prediction and image recognition of Asian hornet based on deep learning -- Application of artificial intelligence technology in college English teaching -- Application of customer relationship management in O2O companies.