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2022 6th Annual International Conference on Data Science and Business Analytics (ICDSBA)

Oct. 14 2022 to Oct. 18 2022

Changsha, China

ISBN: 978-1-6654-5450-6

Table of Contents

Title Page iFreely available from IEEE.pp. 1-1
Title Page iiiFreely available from IEEE.pp. 3-3
Copyright PageFreely available from IEEE.pp. 4-4
Table of ContentsFreely available from IEEE.pp. 5-13
EditorialFreely available from IEEE.pp. 14-15
PrefaceFreely available from IEEE.pp. 16-17
Organizing CommitteeFreely available from IEEE.pp. 18-18
Program CommitteeFreely available from IEEE.pp. 19-20
ReviewersFreely available from IEEE.pp. 21-21
SponsorsFreely available from IEEE.pp. 22-22
AcknowledgementFreely available from IEEE.pp. 23-23
The Forest Management Optimization Model Based On The Variation Of Trees’ Age StructureFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Nan An, Yi Yuan
Spatio-temporal Analysis of Urban Disaster Risk Based on Fourier Series Fitting and Characteristic Function Staining Analysis MethodFull-text access may be available. Sign in or learn about subscription options.pp. 9-13
by Jiang Xingyu, Huo Yuxing, Xie Yuhang
The Influence of Blockchain Technology on Cross-border E-commerce and Its Governance PathFull-text access may be available. Sign in or learn about subscription options.pp. 14-18
by Jiaxing Zhang
Data Mining and Analysis of Enterprise Management DataFull-text access may be available. Sign in or learn about subscription options.pp. 19-23
by Jinyi Zhong
Towards the Era of Intelligence: How does Artificial Intelligence (AI) Enable China’s Export Competitiveness?Full-text access may be available. Sign in or learn about subscription options.pp. 24-28
by Qiuxia Yan, Zhuang Zhang
Analysis of Weibo User Characteristics and Emotional Tendency in COVID-19 Scenario Based on K-means Clustering AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 29-32
by Chaojie Zhang
Research on Cross Species Statistical Arbitrage Based on PythonFull-text access may be available. Sign in or learn about subscription options.pp. 33-37
by Peiying Quan, Yingxin Quan
Developing Area Real Estate Valuation Based on Linear Regression and KNN AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 38-42
by Yuandong Sun, Guanqiao Peng
Mean-Var Multi-Stage Portfolio Model Based on Simulated Annealing AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 43-50
by Xingtong Lin
Optimization of Neural Network and Data Mining Technology in Human Resource ModelFull-text access may be available. Sign in or learn about subscription options.pp. 51-57
by Hao Song
Research on Forecasting for Different Types of Small Sample Time Series DataFull-text access may be available. Sign in or learn about subscription options.pp. 58-65
by Hao Qi
Research on E-commerce Network Marketing Strategy Based on Data MiningFull-text access may be available. Sign in or learn about subscription options.pp. 66-71
by Yang Lihua
Multiple Imputation by Chained Equations for Missing Data in UK BiobankFull-text access may be available. Sign in or learn about subscription options.pp. 72-82
by Liyuan Xu, Anqi Qiu
Urban Flood Disaster Prediction Based on K-means Clustering and GRU NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 83-88
by Yihan Zhang
Research on the Impact of Digital Financial Inclusion on Urban-rural Residents’ Consumption Gap Based on an Econometric ModelFull-text access may be available. Sign in or learn about subscription options.pp. 89-93
by Wei Gao, Shanshan Li
Research on Macroeconomic Prediction Model Based on BP algorithmFull-text access may be available. Sign in or learn about subscription options.pp. 94-99
by Meng Wang
Study on the Theoretical Model and Numerical Simulation Technology of Credit Derivatives PricingFull-text access may be available. Sign in or learn about subscription options.pp. 100-104
by Lingzi Gu
Railway Logistics Alliance Revenue Distribution Based on Improved Shapley ValueFull-text access may be available. Sign in or learn about subscription options.pp. 105-110
by Xuyang Liu, Shengjun Tang
World Equity from StarsFull-text access may be available. Sign in or learn about subscription options.pp. 111-121
by Kangjie Zhou, Renjing Xu, Tianyi Shao
The Impact of Commercial Insurance on Household Risk Financial Asset Allocation-Study Based on CHFS DataFull-text access may be available. Sign in or learn about subscription options.pp. 122-129
by Shaolin Jiang, Xue Qian
Research on Economic and Financial Risk Early Warning Based on Bayesian NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 130-134
by Zhouwei Zuo
Research on the Pricing Strategy of Stock-linked Structured Financial Products Based on Cholesky Decomposition and Monte Carlo SimulationFull-text access may be available. Sign in or learn about subscription options.pp. 135-139
by Wei Gao, Qiqi Zhang
Internet Finance Research Based on Blockchain TechnologyFull-text access may be available. Sign in or learn about subscription options.pp. 140-144
by Na Pu
A Financial Forecast Method Based on Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 145-150
by Tianyao Chen
Design and Valuation of Weather Structured Financial ProductsFull-text access may be available. Sign in or learn about subscription options.pp. 151-155
by Fengge Yao, Jiayuan Liang, Jun Zhou
Research on Load Aggregator Trading Strategy Based on Block ChainsFull-text access may be available. Sign in or learn about subscription options.pp. 156-161
by Junwei Ma, Hai Lv, Qingli Hao, Zhuangzhuang He, Wei Gao, Haitao Li
A Expectation-Aware Dynamic Pricing Model for Spatial Crowdsourcing PlatformsFull-text access may be available. Sign in or learn about subscription options.pp. 162-166
by Zhanyi Yuan, Yurong Cheng
Exploring the Influencing Factors of Digital Economy Based on Principal Component Analysis Method : Taking Shanghai as an exampleFull-text access may be available. Sign in or learn about subscription options.pp. 167-172
by Xingyu Zhou
Economic Development Strategy of Power Grid Enterprise Development Platform Based on SWOT Analysis ModelFull-text access may be available. Sign in or learn about subscription options.pp. 173-177
by Xiang Wang, Shanshan Wu, Chenrui Wu
The Relationship between Institutional Investors, Securities margin trading, and Stock Price CollapseFull-text access may be available. Sign in or learn about subscription options.pp. 178-181
by Yanping Liu, Sisi Wang, Tianqi Yang, Xiu Cheng
Research on the Impact of Investor Sentiment, Systematic Risk on Bank Stock PricesEmpirical Study Based on VAR and Impulse Response ModelFull-text access may be available. Sign in or learn about subscription options.pp. 182-189
by Tianlin Xu, Xiangyi Shi, Chang Feng, Shi Zhang
Stock Market Predictions Based on Time Series ProphetFull-text access may be available. Sign in or learn about subscription options.pp. 190-194
by Liu Huian
Stock Price Prediction Using ARIMA and LSTMFull-text access may be available. Sign in or learn about subscription options.pp. 195-201
by Haoran Dong
Stock Price Prediction Based on Time Series ModelFull-text access may be available. Sign in or learn about subscription options.pp. 202-205
by Zhiwen Luo
Stock Prediction Using LSTM and GRUFull-text access may be available. Sign in or learn about subscription options.pp. 206-211
by Yuekun Liu
Domestic Study on Digital Economy, Industrial Upgrading and Economic DevelopmentFull-text access may be available. Sign in or learn about subscription options.pp. 212-218
by Guiling Fan
Research on Financing Mode of New Agricultural Operators Under the Background of "Blockchain + Big Data"Full-text access may be available. Sign in or learn about subscription options.pp. 219-223
by Jingjing Chen
Research on Financial Early Warning of Chinese Listed Companies Based on Z-value ModelFull-text access may be available. Sign in or learn about subscription options.pp. 224-228
by Li Yuyao
The Empirical Research on the Impact of Technology Finance on Technology Enterprises in Guangdong ProvinceFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Xiao Li
Credit Risk Assessment Model of Technology-based SMEs With Heterogeneous Ensemble LearningFull-text access may be available. Sign in or learn about subscription options.pp. 234-242
by Yuhang Wu, Xiaoying Zhang, Huajian Feng
Risk Decision Model of Marketing Management Based on LINEST FunctionFull-text access may be available. Sign in or learn about subscription options.pp. 243-247
by Miaomiao Li
A Stock Prediction Method Based on Fake Information Identification and Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 248-253
by Jiayi Qi
An Empirical Analysis of the Cooperative Mechanism Between Modern Service Industry and Credit Environment in Guangdong ProvinceFull-text access may be available. Sign in or learn about subscription options.pp. 254-258
by Kenjie Chen, Shaohui Zhang, Jinrong Ding
A Study on the Coupling Coordination of Economy and Ecology in HulunbuirFull-text access may be available. Sign in or learn about subscription options.pp. 259-266
by Zhehan Tai
Impact of Industrial Internet Development on China's Urban Economy - Based on DID ModelFull-text access may be available. Sign in or learn about subscription options.pp. 267-271
by Xiang Li, Jingru Wu, Han Hu
Enterprise Digital Transformation and Debt Financing CapabilityEvidence from Chinese Manufacturing FirmsFull-text access may be available. Sign in or learn about subscription options.pp. 272-277
by Yuying Liang, Shimao Chu, Yujie Cao
A Logistic Regression-based Early Warning System for Financial Risks under the Digital Transformation of Manufacturing EnterprisesFull-text access may be available. Sign in or learn about subscription options.pp. 278-285
by Yujie Cao, Yuying Liang
Financial Risks of M&A Restructuring of Digital Economy CompaniesFull-text access may be available. Sign in or learn about subscription options.pp. 286-290
by Han Hu, Jingru Wu, Xiang Li
Financial Early Warning System of Private Supermarket Based on Convolution Neural Network AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 291-296
by Anqi Li
A Study on the Impact of "Cashback" on the Market and its Governance Status : Take the Data of Laundry Detergent on E-commerce Platform as an ExampleFull-text access may be available. Sign in or learn about subscription options.pp. 297-304
by Can Lu, Jiahao Cheng
Analysis of Urban-Rural Income Gap in China Based on Coupling Coordination Degree and Stepwise Regression ModelFull-text access may be available. Sign in or learn about subscription options.pp. 305-312
by Junjie Zhu, Shimao Chu, Wenjie Liao
Financial Risk Crisis Early Warning System Based on K-means Clustering and SMOTE-CNN AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 313-319
by Xuanran Wang
Scientific and Technological Innovation, Government Expenditure and Digital Economy PromotionFull-text access may be available. Sign in or learn about subscription options.pp. 320-324
by Xinyu Hu
Research on the Status of Trade Development in Hunan Province Based on Dynamic Factor Analysis and Orderly Sample Data Cluster AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 325-329
by Zixuan Feng
Research on Product Sales of Pacific Precision Forging Technology Co Based on Gray GM (1,1) ModelFull-text access may be available. Sign in or learn about subscription options.pp. 330-334
by Lanyu Zhang, Yuhang Wang
Research on Raw Material Ordering Model and Transportation Scheme Based on Linear PlanningFull-text access may be available. Sign in or learn about subscription options.pp. 335-341
by Yukang Su, Hance Chen, Zhenghao Chen
Analysis of Influencing Factors of Cross-border Online Retail Development Based on Multivariate Regression Model: A Case Study of Zhejiang ProvinceFull-text access may be available. Sign in or learn about subscription options.pp. 342-347
by Yi Sun, Lingzhi Li
Governance Innovation Model of Social Enterprises Based on Structuration Theory: A Case StudyFull-text access may be available. Sign in or learn about subscription options.pp. 348-351
by Dan Yuan, Yijun Zhang
Data Cleaning and Data Analysis of Big Mart Data Based on PythonFull-text access may be available. Sign in or learn about subscription options.pp. 352-356
by Guanlan Zhao
Retail Sales Forecast Based on Machine Learning MethodsFull-text access may be available. Sign in or learn about subscription options.pp. 357-361
by Shuangyu Pang
Digital Transformation, Corporate Governance and Enterprise Performance: Empirical Evidence from ChinaFull-text access may be available. Sign in or learn about subscription options.pp. 362-369
by Yun Yu
Stakeholder Relationship Modeling Based on Value Exchange for Electric Vehicle Development ProjectFull-text access may be available. Sign in or learn about subscription options.pp. 370-376
by Xiaojiao Gu
Solution Design of Traceability System for E-commerce Agricultural Product Quality and Safety Based on BlockchainFull-text access may be available. Sign in or learn about subscription options.pp. 377-382
by Chao Xie, Yulin Luo
Research on Social Responsibility of Digital Platform Enterprise : Tencent as an exampleFull-text access may be available. Sign in or learn about subscription options.pp. 383-391
by Jie Zhang, Long Lin, ZengYu Wei
Establishment and Evaluation of Measurement and Control System Model Based on Data Analysis OptimizationFull-text access may be available. Sign in or learn about subscription options.pp. 392-398
by Jiru Song
The Status of the Legitimacy Principle in the Accounting Regulation System Based on the Big Data BackgroundFull-text access may be available. Sign in or learn about subscription options.pp. 399-404
by Yitong Jin, Peiyuan Wang, Xiangding Hou, Jinyuan Li
Urban Innovation Evaluation Based on GIS and Big Data AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 405-415
by Yanzhen Yang, Ying Xu, Tao Yin, Yi Li
Forest Health Evaluation Based on Big Data Analysis and Multi-source Forest Factors: A Case Study of the Democratic People's Republic of ChinaFull-text access may be available. Sign in or learn about subscription options.pp. 416-427
by Weitong Ma, Dongfan Piao
Research on Information Science Knowledge Network and Its Evolution Trend Based on Big DataFull-text access may be available. Sign in or learn about subscription options.pp. 428-432
by Yan Xiao
Research on the Lag of Market Integration on the Integration of Informatization and IndustrializationFull-text access may be available. Sign in or learn about subscription options.pp. 433-438
by Xinshuai Hou, Ganli Liao
Study on the Relationship between Talent Flow and Innovation in Chinese Internet Enterprises Based on Social Network TheoryFull-text access may be available. Sign in or learn about subscription options.pp. 439-444
by Jiao Zhou, Ganli Liao
To Find out High-Profit Zone From Industrial Value Chain Perspective in Big Data Era : Real Estate Sector as Case StudyFull-text access may be available. Sign in or learn about subscription options.pp. 445-450
by Xiuwen Bao
Evaluation of Aviation Support Equipment use Efficiency Based on Negative ImpactFull-text access may be available. Sign in or learn about subscription options.pp. 451-455
by Xinchun Li, Lijie Cui, Liang Zhang, Zhongwei Wang
Classroom Student Action Recognition Based on Dynamic HeadFull-text access may be available. Sign in or learn about subscription options.pp. 456-461
by Xiudong Qu, Wenxing Bao, Yongjun Jing, Xu Chen, Chuanming Li
The Spatio-temporal Evolution and Driving Factors of County Economic Difference in Lanzhou-Xining Urban Agglomeration Based on ESDA ModelFull-text access may be available. Sign in or learn about subscription options.pp. 462-468
by Yali Li, Peiji Shi, Ziyang Wang
Analysis of Factors Influencing People’s Mask Consumption Behaviors in COVID-19 Based on Big DataFull-text access may be available. Sign in or learn about subscription options.pp. 469-473
by Pei Chen, Weilun Huang
The Consumption of Health Products and Its Influencing Factors by Big Data Analysis AlgorithmsFull-text access may be available. Sign in or learn about subscription options.pp. 474-480
by Jing Zhang, Weilun Huang
Research on Influencing Factors of Benign Development of Manufacturing in Guangdong Province under the Background of Digital InnovationFull-text access may be available. Sign in or learn about subscription options.pp. 481-486
by Xiao Li
Research on Optimization of Export Cross-border E-commerce Model Based on Big Data AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 487-492
by Yang Lihua
Analysis of the Influencing Factors of Enterprise Loss of R&D personnel Based on Big Data AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 493-497
by Huang Haixia
Research on Optimization Control of Industrial and Commercial Enterprise Management Process Based on Big DataFull-text access may be available. Sign in or learn about subscription options.pp. 498-503
by Huang Haixia
Construction of Medical Archives Information Management System Based on Health Medical Big DataFull-text access may be available. Sign in or learn about subscription options.pp. 504-508
by Liu Fang, Li Xu, Guo Tianqi, Li Xinshui
Application of WeChat Public Platform Based on Big Data Analysis in Hospital Information ConstructionFull-text access may be available. Sign in or learn about subscription options.pp. 509-513
by Kong Fanxin, Liu Fang, Feng Ying, Wang Anqi
Research on the Construction and Application of New Smart City Based on Big Data PlatformFull-text access may be available. Sign in or learn about subscription options.pp. 514-520
by Gan Jianxiong, Guo Tianqi, Yang Shaoli
Research on the Influence Mode of Automobile Customer Demand Based on Cloud ComputingFull-text access may be available. Sign in or learn about subscription options.pp. 521-526
by Chunyan Zhang, Hongjian Gu, Jing Yang
Correlation Analysis of Public Welfare Activities and Brand Marketing Activities of Car Enterprises Based on Cloud ComputingFull-text access may be available. Sign in or learn about subscription options.pp. 527-531
by Bowen Zhao, Jun Zhang, Dingyi Yuan, Xu Yang, Yan Zhang
Research and Implementation of AIS and Radar Information Fusion MethodFull-text access may be available. Sign in or learn about subscription options.pp. 532-539
by Jinkui Wang, Lingyun Qi, Wenliang Wang, Fuqiang Lei, Haogang Zhu
Cloud Storage Data Integrity Verification Scheme that Users Can Revoke in Real TimeFull-text access may be available. Sign in or learn about subscription options.pp. 540-544
by Haifeng Ma, Junhua Wang, Qingshui Xue, Jiahai Yang
Performance Management of Middle-level Managers in Chinese Education System Based on Competency ModelFull-text access may be available. Sign in or learn about subscription options.pp. 545-549
by Xinhui Liu, Chuo Zhang
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