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SPIoT 2020: Shanghai, China
- John MacIntyre, Jinghua Zhao, Xiaomeng Ma:

The 2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy - SPIoT-2020, Shanghai, China, 6-8 November 2020, Volume 1. Advances in Intelligent Systems and Computing 1282, Springer 2021, ISBN 978-3-030-62742-3
Novel Machine Learning Methods for IoT Security
- Jing Lei:

The Innovation of UI Design Courses in Higher Vocational Colleges Based on the Internet Perspective. 3-8 - JinLei Wang, Feng Chen, Keyu Yan, Lu Wang, FangChen Zhang, Li Xia, Zhen Zhao:

Predicting the Getting-on and Getting-off Points Based on the Traffic Big Data. 9-16 - JinLei Wang, Li Zhang, Lu Wang, Keyu Yan, Yuqi Diao, Zhen Zhao:

The Prediction Analysis of Passengers Boarding and Alighting Points Based on the Big Data of Urban Traffic. 17-24 - Jiaqi Qiu, Weiqing Wang:

Verifiable Random Number Based on B-Spline Curve. 25-30 - Wu Zhou, Taizhi Lv, Yijun Guo:

An Improved Particle Swarm Optimization Algorithm Based on DFC&HRS. 31-38 - Liandong Wei:

Application and Practice of ID3 Algorithms in College Students' Education. 39-46 - Huige Li:

Construction of Human Knee Joint Mechanics Model and Study on Mechanical Characteristics of Flexion Movement Based on Neural Network Algorithm. 47-55 - Xin Wang:

Application of Artificial Intelligence Technology in Physical Fitness Test of College Students. 56-62 - Longquan Huang:

Theoretical Research on College Students' Professional Literacy Design Based on Deep Learning. 63-68 - Ying Wu:

Artificial Intelligence Is the Technical Guarantee of Network Security. 69-74 - Yafei Xue:

Intelligent Question Answering System of Medical Knowledge Map Based on Deep Learning. 75-80 - Meihua Shuai, Xia Tang:

Construction and Practice of Red Teaching Resources Based on Machine Learning. 81-86 - Longqiang Chen:

Reasonable Approach and Development Trend of Artificial Intelligence Sports Development. 87-93 - Dejun Zhou

:
Returnee Migrant Workers' Entrepreneurship Based on Artificial Intelligence. 94-101 - Jing Su:

Improvement of College Teachers' Teaching Ability Under the Background of the Development of Artificial Intelligence Platform. 102-109 - Yemei Wei:

Influence Factors of Using Modern Teaching Technology in the Classroom of Junior Middle School Teachers Under the Background of Artificial Intelligence - Analysis Based on HLM. 110-118 - Qiaoying Ming, Ran Li:

Analysis and Design of Personalized Learning System Based on Decision Tree Technology. 119-126 - Chunyan Li, Rui Li:

Deep Learning Classification and Recognition Model Construction of Face Living Image Based on Multi-feature Fusion. 127-133 - Xiong-bo Huang, Ling Qiu, Ye-quan Liao:

A Prediction Method of Blood Glucose Concentration Based on Nonlinear Auto-Regressive Model. 134-140 - Yibo Guo:

Signal Processing Based on Machine Learning Optical Communication. 141-147 - Shu Zong, Bin Chen, Wei Yan:

Refined Management of Installation Engineering Cost Based on Artificial Intelligence Technology. 148-154 - Shuangmei Guo:

Application of Artificial Intelligence Technology in International Trade Finance. 155-162 - Jiashan Zhang:

An Improved Genetic Algorithm for Vehicle Routing Problem. 163-169 - Yufei Miao

:
A Machine-Learning Based Store Layout Strategy in Shopping Mall. 170-176 - Chengxun Wu:

Risk Analysis in Online Peer-to-Peer Loaning Based on Machine Learning: A Decision Tree Implementation on PPDai.com. 177-186 - Dongbing Liu, Wenbin Liu:

The Application of BP Neural Network in the Opioid Crisis. 187-193 - Ping Xia:

Design of Personalized Intelligent Learning Assistant System Under Artificial Intelligence Background. 194-200 - He Ma, Jun Wang:

Application of Artificial Intelligence in Intelligent Decision-Making of Human Resource Allocation. 201-207 - Conghan Yue, Jun Ye, Zhen Guo:

Research on Early Warning of Security Risk of Hazardous Chemicals Storage Based on BP-PSO. 208-213 - Chongyan Li

:
The Application of Artificial Intelligence and Machine Learning in Financial Stability. 214-219 - Hong Tao:

Application of Alternative Routing Configuration Mechanism Based on Genetic Algorithm in Power Communication Network. 220-225 - Haijie Huang, Kun Liang, Xiangdang Huang, Qiuling Yang:

Safety Situation Assessment of Underwater Nodes Based on BP Neural Network. 226-232
Big Data Analytics for IoT Security
- Yunshan Liu:

The Innovation of College Counsellor's Work Based on Big Data Analysis. 235-241 - Yurui Dong:

Analysis of India's Big Data Industry. 242-249 - Fuquan Wang:

The Application of Computer Virtual Technology in Modern Sports Training. 250-256 - Dawei Yun, Zhengjun Zhou, Wei She:

The Research on the Development and Utilization of Hospital Archive Information in the Big Data Era. 257-263 - Guotai Luo:

Integration and Optimization of College English Teaching Information Resources in the Context of Big Data. 264-270 - Dandan Zeng, Jianfang Ding:

Discussion on the Training of Cross-border E-commerce Application Talents Based on the Internet Era. 271-276 - Li Sun, Danqing Li:

Level of Technology Innovation Development and Promotion Strategies of High Technology Industry in Hubei Province Based on Smart City. 277-282 - Zhi Li:

Wisdom Media Era of Big Data in the Application of the Short Video from the Media. 283-289 - Yanping Chen, Minghui Long:

Development and Risk of Smart City. 290-294 - Qinglan Luo, Ying Zhao:

Impact of Education with Chinese Feature Reform of Management Courses Based on Big Data Analysis on Employment Quality of College Students. 295-300 - Jiaxi Dong, Lie Zhang, Ruqing Cui, Qi Liu, Jin Du, Gaoyi Cao, Xiuping Tian:

Test on the Combined Application of Nitrogen and Phosphate Fertilizer to Provide Intelligent Fertilization for Silage Maize Yield and Quality. 301-307 - Jie Zhao:

Development and Innovation of Education Management Information in College with Big Data. 308-313 - Zhang Zhang, Liang Tian:

Data Visualization Association Algorithm Based on Spatio-Temporal Association Big Data. 314-319 - Guangxuan Chen, Weijie Qiu, Zhanghui Shen, Guangxiao Chen, Lei Zhang, Qiang Liu:

A Proposed Three-Dimensional Public Security Prevention and Control System Based on Big-Data. 320-325 - Xiangzhen Pan:

Innovation of Ideological and Political Education Model in the Context of Big Data. 326-331 - Sitong Liu:

Communication Response of Internet Rumor Audiences Based on Big Data Analysis. 332-337 - Boyu Zang:

Design of University Admissions Analysis System Based on Big Data. 338-344 - Jingqing Wang:

Big Data on the Influence of SMEs in Export Trade Financing Costs. 345-351 - Wanting Zhang:

Big Data and Economics Research. 352-358 - Jinlan Xia:

Protection and Value of DaYing Zhuotong Well Based on Big Data. 359-365 - Xiaofang Qiu:

Analysis and Research on Modern Education Technology Under "Internet+" and Big Data Technology Environment. 366-373 - Yue Zhao:

Management Innovation of Network Society Based on Big Data. 374-381 - Xiang Fang, Yi Wang, Lin Xia, Xuan Yang, Yibo Lai:

Short Term Load Forecasting Model of Building Power System with Demand Side Response Based on Big Data of Electrical Power. 382-389 - Jian Xu:

Big Data in Art Design. 390-396 - Chunling Li, Ben Niu:

User Interface Code Automatic Generation Technology Based on Big Data. 397-403 - Jialin Li, Shuo Wang, Yujuan Yan:

Cultural Heritage Research Model Based on Big Data. 404-411 - Jun Wang:

Changes in Enterprise Human Resource Management in the Context of Big Data. 412-418 - Wangsong Xie:

The Research on Big Data Promoting Innovation and Development of Inclusive Finance. 419-425 - Yibing Lai, Qinghui Sun:

Spatial Econometric Analysis of House Prices in Guangdong Province Based on Big Data. 426-432 - Xianjun Liu, ChengChen Ji, Yi Zhang, Sisi Yang:

State Grid Yichang Power Supply Company's Young Employee Training Plan Based on "Big Data Profile". 433-439 - Xinlei Cai, Yanlin Cui, Kai Dong, Zijie Meng, Yuan Pan:

Framework of Smart Regulation System for Large-Scale Power Grid Based on Big Data and Artificial Intelligence. 440-445 - Shengnan Zheng:

"21-st Digital Maritime Silk Road" Based on Big Data and Cloud Computing Technology Facing Opportunities and Challenges-From Digital Trade Perspective. 446-451 - Yuyan Wang:

Outdoor Sports Industry Platform Construction Based on Big Data Technology. 452-459 - Jie Cai:

Exploration on the Application of Personalized Teaching System Based on Big Data. 460-466 - Qiaofeng Gao, Yucong You:

A Big-Data Based Study on the Construction of Beforehand Alarming System for Public Health Emergency. 467-472 - Jiani Hong:

Internet of Things Information Construction Combined with Big Data in Cloud Computing Environment. 473-478 - Zhen Dong, Yanqin Wang, Yong Wang, Ning Xu, Dongchao Wang:

Research on the Development and Management of Electric Energy Under the Background of Big Data. 479-483 - Yang Mei, Fancheng Fu:

Secure Big Data Computing Based on Trusted Computing and Key Management. 484-489
Data Mining and Statistical Modelling for the Secure IoT
- Guozhang Li, Xue Wang:

The Research on Student Data Analysis System Based on Data Mining. 493-498 - Yetong Wang, Kongduo Xing:

The Application and Research of Data Mining Technology in Enterprise Service. 499-504 - Lili Chen:

Influencing Factors of Undergraduates Using App Learning Based on TAM Model - Taking MOOC App as an Example. 505-512 - Zhenyuan Guo:

Malicious JavaScript Detection Method Based on Multilayer Perceptron. 513-520 - Fei Li, Ying Chen, Wencheng Liu:

Computational Simulation of Magnetic Field of FC-Mold. 521-526 - Chen Wu, Tingting Guo, Hao Zhang, Le Yang, Jinlong Song:

Construction of Simulated Seismic Experiment (Experience) Platform. 527-535 - Qian Tang, Zhen Li:

Social E-Commerce and Marketing Strategy Based on Data Analysis. 536-541 - Dai Chen, Fei Li:

Innovation Research and Practice of Studio Teaching Mode in the Context of Smart City. 542-548 - Xinqian Shi, Lie Zhang, Ruqing Cui, Qi Liu, Jin Du, Gaoyi Cao, Chunyang Xiang:

Effects of Combined Application of Nitrogen and Phosphorus Fertilizers on Photosynthetic Characteristics of Silage Corn, Laying the Foundation of Agricultural Information. 549-555 - Kunlun Wei, Haiyan Hao:

Imagination of Virtual Technology Application in Sports Field. 556-561 - Lumei Du, Yanzhao Jiang, Yangyan Du:

Effect of Time Slot Search on DAG Scheduling Strategy in Heterogeneous Clusters. 562-567 - Liangfeng Jin, Zhengguo Wang, Qi Ding, Ran Shen, Huan Liu:

"Internet+" in the Marketing Mode of Electric Power Electricity Value-Added Services to Users. 568-573 - Qinglou Cao, Fangfang Chen:

Influencing Factors of Rural Entrepreneurship by University Students in Qiannan Under the Background of Informatization. 574-581 - Ya Dong, Huanping Zhu:

Transformation of Local Government Administrative Management Concept Based on Smart City Construction. 582-590 - Yimin Chen:

Analysis and Simulation of Oxidation Causes During Steam Turbine Oil Use Based on Fenton Oxidation. 591-598 - Zhichao Xu, Yi Guan:

Optimization of Berth Shore Bridge Allocation Based on Simulated Annealing Algorithm. 599-606 - Jing Chen:

Information Security Terminal Architecture of Mobile Internet of Things Under the Background of Big Data. 607-613 - Ruixi Zhang:

The Evolution of Network Platform Ecology from the Perspective of We Media. 614-620 - Yongjia Duan:

Multimodal and Multidimensional Interactive Teaching Mode of Comprehensive English Under the Background of Big Data. 621-628 - Yiwei Chen, Yuqing Wang, Zhengxing Yang, Yuxin Huang, Xin Luo:

Logistics Development Under the Background of Internet. 629-634 - Xuan Shi:

Model Analysis of Bowl Buckle High Support Formwork Construction Technology Based on Computer Simulation Technology. 635-642 - Hui Yuan, Jie Xu, Liang Dong, Lei Zheng, Shan Yang, Bo Jin, Rongtao Liao, Zhiyong Zha, Haohua Meng, Guoru Deng, Yan Zhuang, Shuang Qiu, Ning Xu:

Vulnerability Discovery and Security Protection Based on Web Application. 643-648 - Mengqi Xu:

Comprehensive Evaluation of Rural Development Level Based on Data Mining. 649-656 - Yingmin Huang, Chaoqiang Hu, Cuishan Xu:

Intelligent Monitoring System of High-Voltage Cabling. 657-662 - Ruitong Zhang:

Strategic Thinking on High-Quality Development of Digital Economy in Yangtze River Delta Region of China in the Era of Big Data. 663-669 - Yin Zhang, Jun Ye:

Data Distributed Storage Scheme in Internet of Things Based on Blockchain. 670-675 - Mingming Li, Ruiqi Wang, Zhigang Yan, Tao Wan, Xin Tang, Hengshuo Huang:

Design of Unified Management Platform for Power Operation and Maintenance Based on Cloud Computing Technology. 676-681 - Long Guoqi:

Research on Economic Growth Based on MCMC Principal Component Regression Analysis. 682-688
Data Confidentiality and Privacy in IoT
- Haiwei Wu, Hanling Wu:

The Construction and Implementation of the Security Defense System of University Campus Network. 691-696 - Bo Dong:

Study on Outlet Height Optimization of Behind-Levee Drainage Pumping Stations. 697-708 - Li Li, Wenlin Yi, Ziyi Hu, Shanshan Hu, Lingyun Fu, Xiaojie Wang:

Marketing Mode of Wechat Public Account for College Students' Job Searching-Based on Computer Informationization. 709-716 - Yan Zhao, Li Zhou, Zhou Jiang, Fang Wu, Bisong Liu, Zhihong Li:

Public Credit Information Data Quality Evaluation and Improvement. 717-723 - Yao Li, Jingjing Jiang, Sheng Guan, Weijia Zeng:

Reform of Database and Data Warehouse Course Based on OBE-CDIO Model. 724-730 - Yun Lu:

Enhancement of Risk Prevention Ability of Students Funding Subjects in the Age of All Media. 731-736 - Ruiyi Liu:

Privacy Protection Under the Construction of Smart Cities in China - From the Perspectives of Legislation. 737-743 - Kunming Luo, Xiaoyu Wang:

The Application of Virtual Reality Technology in Environmental Art Design. 744-751 - Kai Zhang:

Application of VR Technology in Teaching Archery. 752-757 - Yunqing Ji:

Public Opinion Guidance with New Government Media in the Smart City. 758-764 - Jie He, Lijun Zhang, Xia Jiang:

Needs Analysis of the AR Application in the Packaging Design of Ya'an Tibetan Tea. 765-771 - Mingang Guo, Yizhao Wu:

Construct Sharing Mechanism of College Students' Physical Health Monitoring Service Based on Geographic Information System. 772-778 - Yongyong Zhao, Jinghua Wang:

Probability Programming and Control of Moving Agent Based on MC-POMDP. 779-784 - Liangfeng Jin, Ruoyun Hu, Weihao Qiu, Shining Lv, Haina Chen:

Investigation on Power Marketing Model Based on Hierarchical Management System in a Smart City. 785-790 - Lei Li, Yuanxi Wang, Wei Jiang:

Application Research of Virtual Reality Technology. 791-798 - Jian Huang:

Online Booking Laboratory Management System. 799-804 - Xiong Qi:

University Education Management Based on Internet of Things Technology. 805-810 - Yao Li, Zhenzhen Song:

The Influencing Mechanism of Richness of UGC on Purchase Intention - An Empirical Analysis Based on "Content + Transaction" APP Users. 811-816 - Yi Guan, Lei Tan:

Path Planning Algorithm of Mobile Robot Based on IAFSA. 817-822 - Haijun Huang:

Virtual Machine Software in Computer Network Security Teaching. 823-829 - Shuo Wang, Yujuan Yan, Jialin Li, Yujia Zhai:

Key Technologies of Virtual Reality Fusion and Interactive Operation for Intelligent Learning in Network Environment. 830-837 - Zongye Jiao, Shali Shao, Yixuan Wang:

An Approach to Observing China's Higher Educational Equity: The Application of Multimedia and Database in Liberal Arts Education After Lockdown. 838-843 - Yuefeng Lei, Xiufen Li:

Key Technologies of Automobile Assembly Intelligent Transfer Platform Based on Visual Perception. 844-849 - Xinyu Wu:

Personnel Management Optimization of University Library Based on Complex Network Theory. 850-856 - Fanglin An, Jun Ye:

Load Optimization Scheme Based on Edge Computing in Internet of Things. 857-861 - Ke Fu, Zhen Guo, Jun Ye:

Fire Detection Method Based on Improved Glowworm Swarm Optimization-Based TWSVM. 862-867 - Dandan Chen, Shijie Sun, Xiangdang Huang, Qiuling Yang:

A Data Privacy Protection Scheme for Underwater Network. 868-873 - Xue-tong Lu:

Optimization of Production and Operation Plan of Su CuO Oil Pipeline. 874-880

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