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Book Cover
E-book
Author Big Data Analytics for Cyber-Physical System in Smart City (3rd : 2021 : Shanghai, China)

Title 2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City. Volume 2 / Mohammed Atiquzzaman, Neil Yen, Zheng Xu, editors
Published Singapore : Springer, [2022]
©2022

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Description 1 online resource : illustrations (chiefly color)
Series Lecture Notes on Data Engineering and Communications Technologies ; v. 103
Lecture notes on data engineering and communications technologies ; volume 103.
Contents Intro -- Preface -- Conference program -- BDCPS 2021 keynotes -- Contents -- DATA SECURITY AND PRIVACY IN SMART CITY. Security defense model of web page design and evaluation of online shopping platform based on block chain -- Emotional design in mobile app interface design -- The development of communication mode of network language and culture under the environment of new media convergence -- Design and implementation of highway engineering test and detection management system based on big data -- Art construction and protective system design of Northeast residential decoration classification patterns based on big data -- Risk mechanism and supervision of P2P lending asset securitization under the background of big data -- Design of basketball shot automatic recognition system based on background difference method -- Application of BIM technology in project construction schedule management -- Data security technology and scheme design of cloud storage -- Design of Internet opinion analysis system for emergencies in big data environment based on Hadoop platform -- Evaluation model of intelligent anti-electric theft management -- Civil structure damage identification method based on finite element model technology -- Cardiac CT segmentation based on distance regularized level set -- Monitoring and analysis system of municipal private economy based on big data -- Construction safety early warning system of power transmission and transformation project based on GIM -- Mine escape path planning algorithm based on simulation model technology -- Design and implementation of the drug traceability system based on block chain technology -- Using ARM technology to build a rail transit catenary wear detection operation platform -- Security threats and protection based on Android platform -- A data security scheme for cloud storage based on data segmentation and trusted third party supervision -- Power grid security by transforming a certain type of wind turbine -- Reliability growth in product quality control in modern computer industrial control -- Financial risk management of small and medium sized enterprises in the Internet environment -- Based on big data analysis technology to explore the influence of property responsibility derivative system on enterprise performance -- Classification of cerebral arteriosclerosis patients based on fuzzy comprehensive evaluation in the background of information technology -- Neural network for monitoring design of science and technology talent flow system -- BP neural network for construction of smart campus security -- Research on railway transportation route based on Dijkstra algorithm -- The mathematical form of Grover algorithm and its search success rate for composite database -- Optimization and simulation of electrical wiring path based on ant colony parallel algorithm -- Research on method and technology of network security stochastic model based on artificial intelligence -- Efficient identity-based multiple copy integrity auditing scheme for cloud-based IoT -- Application of fuzzy decision method in target detection --
EMERGING STANDARDS FOR SAMRT CITY. New methods of urban research in the information age--based on the combination of big data and traditional data -- The influence of information technology on new media dance -- Cultural elements in the urban landscape design innovation based on big data era -- Application of big data in the creative design of Manchu traditional cultural visual symbols -- Construction on standardization system of university evaluation mechanism based on data analysis technology -- Smart community governance system and governance strategies in the big data era -- Application of QR code recognition technology in modern power logistics management -- The innovation of visual communication design based on computer aided technology -- Text language classification based on dynamic word vector and attention mechanism -- Big data technology in improving the internal governance efficiency of private undergraduate -- Design of energy saving scheme for data center power system based on artificial intelligence -- Application of LeNet image classification algorithm in the creative design of new painted pottery -- Cost management of transmission and transformation project based on GIM technology -- Marketing strategy innovation based on mobile Internet technology -- 5G technology promotes the coordinated development of e-commerce and regional industries in the Guangdong-Hong Kong-Macao Greater Bay area -- Relay-leader based MAC layer multicast protocol for 60 GHz millimeter-wave WLAN -- 3D point cloud data and image registration technology -- New social media communication based on literature analysis method technology -- Optimizing CO2 emissions and cost of shear wall structure based on computer simulation -- Acceptance of green packaging self-service access system for simulated annealing algorithm -- Influence of environmental regulations on the performance of China's heavy pollution listed companies based on Eviews 8.0 software -- Development strategies of China's rural tourism e-commerce under the background of "Internet Plus" -- Application method of BIM in bridge operation and maintenance -- Technical and economic evaluation of flexible substation AC/DC distribution network based on ANP -- Development space and prospect of the charging pile market -- AHP matter element model for expressway service quality evaluation -- Research and model construction of teacher competency based on k-means clustering algorithm -- Application of clustering analysis based on ant colony algorithm in performance evaluation -- The application of curve algorithm and computer aided design in garment design -- DEA algorithm for performance evaluation of public sector with benchmarking management -- TD-LTE handover algorithm for high speed railway mobile communication -- Optimal allocation of electric vehicle investment based on coupling decision of investment return and user utility -- Enterprise brand marketing communication based on computer technology -- Improving traditional environmental infrastructure with park strategy assisted by artificial intelligence -- New path of using computer induction and integration technology to govern the comprehensive management of tourism market -- A CP-ABE scheme for multi-user queries in IoT -- A vertical federation framework based on representation learning --
INDUSTRY AND EDUCATION FOR DATA USAGE IN SMART CITY. Systematic practice of composition courses based on the computer-aided technology -- An empirical study on influencing factors of R&D investment of technology-intensive private enterprises in the age of informatization -- Thoughts on the future development of educational management in the Internet era -- How to use information technology to build a digital media art teaching resource library -- Construction of teaching quality evaluation system in colleges and universities based on BP neural network -- Achievements and prospects of intelligent development of teaching process in digital age -- Design of network education platform based on cloud computing technology -- MOOC vocal music blended teaching mode and digital resource platform design in the information age -- The construction of individualized teaching mode of children's literature based on information technology -- Online teaching of computer 3D software courses -- Design and realization of basketball tactics computer aided teaching system -- Ecosystem of innovation and entrepreneurship education in universities based on cloud computing -- Teaching research on automatic evaluation system of Japanese pronunciation based on artificial intelligence -- E-commerce on international economic and trade under the Internet Plus background -- Influence of Internet Plus on traditional accounting industry under the background of information technology -- Teaching reform of "advertising poster design" based on O2O mode in "Internet+" environment -- Construction and reform of preschool children's professional curriculum based on big data -- Construction of ubiquitous multimodal mobile education model for college English based on cloud computing -- How to develop agricultural modernization by inclusive finance under modern information technology -- dilemma and breakthrough of school-enterprise integration in cultivating applied cross-border e-commerce talents under the background of Internet -- The construction of university student management system platform under the background of Internet -- Current situation and strategy of information technology in art class teaching in colleges under the background of "Internet+" -- Artificial intelligence and ethical wisdom education of college students against the background of the Internet -- Application of random simulation algorithm in the evaluation of physical education -- Compliance of English-Chinese code-switching in English teaching based on corpus technology -- Algorithm analysis of ad hoc network driver routing protocol for Internet of Things -- Research on predictive location algorithm of anti theft and early warning wireless sensor network based on optimized algorithm -- The camouflage information detection method of Internet of Things based on B-ISVM algorithm is studied -- Research on intelligent location of 5G network coverage problem based on ant colony algorithm -- Mathematical basis of particle swarm optimization algorithm -- Design and implementation of agricultural products e-commerce industrial structure upgrading system based on classification algorithm -- Research on real time data acquisition of Sprint based on intelligent fuzzy system -- A search algorithm of distance education model based on agent -- Robot path planning based on artificial intelligence algorithm -- Influence of artificial intelligence on the research of effective thickness electrical standard -- Comparison of ciphertext features for data deduplication -- Reputation-based defense scheme against backdoor attacks on federated learning -- Research on security vulnerability detection of smart contract --
SHORT PAPER POSTER TRACK. Application discussion of VR technologies in FLT -- Status quo and key technologies of artificial intelligence -- Application of artificial intelligence in art design -- An evaluation experiment of photothermal performance of PVT hot water module based on big data -- Application of big data information processing technology in improving English reading speed -- Application and exploration of edge computing in ubiquitous electric Internet of Things -- Big data research on China's service industry under the COVID-19 epidemic -- Integration effect of international exhibition resources based on the cluster system -- Urban cable field inspection technology based on MR technology -- How negative online reviews affect consumers' purchase intention -- Computer management method of foreign trade business expenses based on data analysis technology -- Analysis on correlation effect of shipbuilding industry based on Ghosh model and Leontief model -- Management and control of financial information platform by big data technology -- Artificial intelligence and academic inheritance of famous veteran TCM doctors -- About the design and implementation of the enterprise internal browser solution -- Mobile-assisted English phonetics teaching and learning for tertiary learners: practice and approaches -- Application of ERP electronic sand table simulation course based on human resource management -- Analysis of the control of financial sharing service system of Meicai.com under the background of big data -- Exploring the path of financial risk prevention in big-data-supported financial audit -- Exploration of constructing a new mode of evaluation of TCM surgery based on computer network platform -- Application of Internet +AI in the lifecycle management of drugs -- Collision detection of NURBS surface split technology -- Analysis on optimization of financial sharing center based on "cloud + end" mode -- Construction of SPOC blending teaching model of computer English course in application-oriented institute -- Innovation of college English teaching based on the "Internet+" era -- Personalized recommendation algorithm for intelligent travel service robot based on big data -- An artificial intelligence detection method for helmet wearing based on machine vision -- Application of improved algorithm in multi objective load distribution of power system -- Research on route optimization of railway passenger transit based on shortest path Dijkstra algorithm -- Research and implementation of recommendation algorithm in current computer network -- Research on UAV route planning technology based on evolutionary algorithm -- Fuzzy recognition of color and its application in image retrieval -- On the legal liability of search engine data mining behavior under robots protocol -- Application of color language in computer graphic design -- Discussion on the application of modern information technology in landscape architecture -- Application of VR technology in film and television art scene
Summary 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
Notes Online resource; title from PDF title page (SpringerLink, viewed January 26, 2022)
Subject Big data -- Congresses
Cooperating objects (Computer systems) -- Congresses
Big data
Cooperating objects (Computer systems)
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Atiquzzaman, Mohammed, editor.
Yen, Neil Y., editor.
Xu, Zheng (Of Shanghai da xue), editor.
ISBN 9789811674693
9811674698
Other Titles BDCPS 2021