Advances in Intelligent Systems and Computing

Volume 1117

Series Editor

Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences,Warsaw, Poland

Advisory Editors

Nikhil R. Pal, Indian Statistical Institute, Kolkata, IndiaRafael Bello Perez, Faculty of Mathematics, Physics and Computing,Universidad Central de Las Villas, Santa Clara, CubaEmilio S. Corchado, University of Salamanca, Salamanca, SpainHani Hagras, School of Computer Science and Electronic Engineering,University of Essex, Colchester, UKLászló T. Kóczy, Department of Automation, Széchenyi István University,Gyor, HungaryVladik Kreinovich, Department of Computer Science, University of Texasat El Paso, El Paso, TX, USAChin-Teng Lin, Department of Electrical Engineering, National ChiaoTung University, Hsinchu, TaiwanJie Lu, Faculty of Engineering and Information Technology,University of Technology Sydney, Sydney, NSW, AustraliaPatricia Melin, Graduate Program of Computer Science, Tijuana Instituteof Technology, Tijuana, MexicoNadia Nedjah, Department of Electronics Engineering, University of Rio de Janeiro,Rio de Janeiro, BrazilNgoc Thanh Nguyen , Faculty of Computer Science and Management,Wrocław University of Technology, Wrocław, PolandJun Wang, Department of Mechanical and Automation Engineering,The Chinese University of Hong Kong, Shatin, Hong Kong

The series “Advances in Intelligent Systems and Computing” contains publicationson theory, applications, and design methods of Intelligent Systems and IntelligentComputing. Virtually all disciplines such as engineering, natural sciences, computerand information science, ICT, economics, business, e-commerce, environment,healthcare, life science are covered. The list of topics spans all the areas of modernintelligent systems and computing such as: computational intelligence, soft comput-ing including neural networks, fuzzy systems, evolutionary computing and the fusionof these paradigms, social intelligence, ambient intelligence, computational neuro-science, artificial life, virtual worlds and society, cognitive science and systems,Perception and Vision, DNA and immune based systems, self-organizing andadaptive systems, e-Learning and teaching, human-centered and human-centriccomputing, recommender systems, intelligent control, robotics and mechatronicsincluding human-machine teaming, knowledge-based paradigms, learning para-digms, machine ethics, intelligent data analysis, knowledge management, intelligentagents, intelligent decision making and support, intelligent network security, trustmanagement, interactive entertainment, Web intelligence and multimedia.

The publications within “Advances in Intelligent Systems and Computing” areprimarily proceedings of important conferences, symposia and congresses. Theycover significant recent developments in the field, both of a foundational andapplicable character. An important characteristic feature of the series is the shortpublication time and world-wide distribution. This permits a rapid and broaddissemination of research results.

** Indexing: The books of this series are submitted to ISI Proceedings,EI-Compendex, DBLP, SCOPUS, Google Scholar and Springerlink **

More information about this series at http://www.springer.com/series/11156

Mohammed Atiquzzaman • Neil Yen •

Zheng XuEditors

Big Data Analyticsfor Cyber-Physical Systemin Smart CityBDCPS 2019, 28–29 December 2019,Shenyang, China

123

EditorsMohammed AtiquzzamanSchool of Computer ScienceUniversity of OklahomaNorman, OK, USA

Neil YenUniversity of AizuFukushima, Japan

Zheng XuShanghai UniversityShanghai, China

ISSN 2194-5357 ISSN 2194-5365 (electronic)Advances in Intelligent Systems and ComputingISBN 978-981-15-2567-4 ISBN 978-981-15-2568-1 (eBook)https://doi.org/10.1007/978-981-15-2568-1

© Springer Nature Singapore Pte Ltd. 2020This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or partof the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations,recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmissionor information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilarmethodology now known or hereafter developed.The use of general descriptive names, registered names, trademarks, service marks, etc. in thispublication does not imply, even in the absence of a specific statement, that such names are exempt fromthe relevant protective laws and regulations and therefore free for general use.The publisher, the authors and the editors are safe to assume that the advice and information in thisbook are believed to be true and accurate at the date of publication. Neither the publisher nor theauthors or the editors give a warranty, expressed or implied, with respect to the material containedherein or for any errors or omissions that may have been made. The publisher remains neutral with regardto jurisdictional claims in published maps and institutional affiliations.

This Springer imprint is published by the registered company Springer Nature Singapore Pte Ltd.The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721,Singapore

Foreword

With the rapid development of big data and current popular information technol-ogy, the problems include how to efficiently use systems to generate all the differentkinds of new network intelligence and how to dynamically collect urban infor-mation. In this context, Internet of things and powerful computers can simulateurban operations while operating with reasonable safety regulations. However,achieving sustainable development for a new urban generation currently requiresmajor breakthroughs to solve a series of practical problems facing cities.

A smart city involves a wide use of information technology for multidimensionalaggregation. The development of smart cities is a new concept. Using Internet ofthings technology on the Internet, networking, and other advanced technology, alltypes of cities will use intelligent sensor placement to create object-linked infor-mation integration. Then, using intelligent analysis to integrate the collectedinformation along with the Internet and other networking, the system can provideanalyses that meet the demand for intelligent communications and decision support.This concept represents the way smart cities will think.

Cyber-physical system (CPS) as a multidimensional and complex system is acomprehensive calculation, network, and physical environment. Through thecombination of computing technology, communication technology, and controltechnology, the close integration of the information world and the physical world isrealized. IOT not only is closely related to people’s life and social development, butalso has a wide application in military affairs, including aerospace, militaryreconnaissance, intelligence grid system, intelligent transportation, intelligentmedical, environmental monitoring, industrial control, etc. Intelligent medicalsystem as a typical application of IOT will be used as a node of medical equipmentto provide real-time, safe, and reliable medical services for people in wired orwireless way. In the intelligent transportation system, road, bridge, intersection,traffic signal, and other key information will be monitored in real time. The vastamount of information is analyzed, released, and calculated by the system, so thatthe road vehicles can share road information in real time. Personnel of road man-agement can observe and monitor the real-time situation of the key sections in thesystem and even release the information to guide the vehicle so as to improve the

v

existing urban traffic conditions. The Internet of things, which has been widely usedin the industry, is a simple application of IOT. It can realize the function of objectidentification, positioning, and monitoring through the access to the network.

BDSPS 2019 which is held on December 28–29, 2019, Shenyang, China, isdedicated to address the challenges in the areas of CPS, thereby presenting aconsolidated view to the interested researchers in the related fields. The conferencelooks for significant contributions to CPS in theoretical and practical aspects.

Each paper was reviewed by at least two independent experts. The conferencewould not have been a reality without the contributions of the authors. We sincerelythank all the authors for their valuable contributions. We would like to express ourappreciation to all members of the Program Committee for their valuable efforts inthe review process that helped us to guarantee the highest quality of the selectedpapers for the conference.

We would like to express our thanks to our distinguished keynote speakers,Professor Bo Fei, Shanghai University of Medicine & Health Sciences, China, andProfessor Tiejun Cui, Shenyang Ligong University, China. We would also like toacknowledge the strong support of Shenyang Ligong University, as well as thegeneral chairs, publication chairs, organizing chairs, program committee members,and all volunteers.

Our special thanks are due also to the editors of Springer book series “Advancesin Intelligent Systems and Computing,” Dr. Thomas Ditzinger, Dr. Ramesh NathPremnath, and Arumugam Deivasigamani for their assistance throughout thepublication process.

vi Foreword

Organization

General Chairs

Tharam Dillon La Trobe University, AustraliaBo Fei Shanghai University of Medicine & Health

Sciences, China

Program Committee ChairsMohammed Atiquzzaman University of Oklahoma, USAZheng Xu Shanghai University, ChinaNeil Yen University of Aizu, Japan

Publication ChairsJuan Du Shanghai University, ChinaRanran Liu The University of Manchester, UKXinzhi Wang Tsinghua University, China

Publicity ChairsJunyu Xuan University of Technology Sydney, AustraliaVijayan Sugumaran Oakland University, USAYu-Wei Chan Providence University, Taiwan, China

Local Organizing ChairsQingjun Wang Shenyang Ligong University, ChinaChang Liu Shenyang Ligong University, China

vii

Program Committee MembersWilliam Bradley Glisson University of South Alabama, USAGeorge Grispos University of Limerick, IrelandAbdullah Azfar KPMG, Sydney, AustraliaAniello Castiglione Università di Salerno, ItalyWei Wang The University of Texas at San Antonio, USANeil Yen University of Aizu, JapanMeng Yu The University of Texas at San Antonio, USAShunxiang Zhang Anhui University of Science and Technology,

ChinaGuangli Zhu Anhui University of Science and Technology,

ChinaTao Liao Anhui University of Science and Technology,

ChinaXiaobo Yin Anhui University of Science and Technology,

ChinaXiangfeng Luo Shanghai University, ChinaXiao Wei Shanghai University, ChinaHuan Du Shanghai University, ChinaZhiguo Yan Fudan University, ChinaRick Church UC Santa Barbara, USATom Cova The University of Utah, USASusan Cutter University of South Carolina, USAZhiming Ding Beijing University of Technology, ChinaYong Ge University of North Carolina at Charlotte, USAT. V. Geetha Anna University, IndiaDanhuai Guo Computer Network Information Center,

Chinese Academy of Sciences, ChinaJianping Fang University of North Carolina at Charlotte, USAJianhui Li Computer Network Information Center,

Chinese Academy of Sciences, ChinaYi Liu Tsinghua University, ChinaFoluso Ladeinde SUNU KoreaKuien Liu Pivotal Inc., USAFeng Lu Institute of Geographic Sciences and Natural

Resources Research, Chinese Academyof Sciences, China

Ricardo J. Soares Magalhaes The University of Queensland, AustraliaD. Manjula Anna University, IndiaAlan Murray Drexel University, USAS. Murugan Sathyabama Institute of Science and Technology,

IndiaYasuhide Okuyama University of Kitakyushu, JapanS. Padmavathi Amrita University, India

viii Organization

Latha Parameswaran Amrita University, IndiaS. Suresh SRM University, IndiaWei Xu Renmin University of China, ChinaChaowei Phil Yang George Mason University, USAEnwu Yin China CDC, USAHengshu Zhu Baidu Inc., ChinaMorshed Chowdhury Deakin University, AustraliaMin Hu Shanghai University, ChinaGang Luo Shanghai University, ChinaJuan Chen Shanghai University, ChinaQigang Liu Shanghai University, China

Organization ix

Contents

Design of Home Stay Soft Outfit Display Platform Basedon Android System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1Ming Yang

Design of Educational Administration Comprehensive InformationManagement System Based on Thinkphp . . . . . . . . . . . . . . . . . . . . . . . . 9Hong Zhang

Discussion on Application of Informatization in MCU Course . . . . . . . . 16Mingxin Qiu

Analysis of ASTM Standards Developing Modeand Its Enlightenment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 22Qing Xu

Methods of Improving the Efficiency of Computer Labs . . . . . . . . . . . . 28Hui-yong Guo and Qiong Zhang

Application of Computer Aided Instruction in CollegePhysical Education . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 35Jizhe Chen and Ying Lu

Development of the Model of Combining Medical Carewith Old-Age Care Driven by “Internet +” . . . . . . . . . . . . . . . . . . . . . . 43Yan Gao and Rui Li

Design and Development of Mobile Automobile Exhaust DetectionSystem Based on Internet of Things . . . . . . . . . . . . . . . . . . . . . . . . . . . . 50Qiang Liu, Zhongchang Liu, Yongqiang Han, Jun Wang, Zhou Yang,and Tonglin Bai

Exploration of TCM Culture Communication Basedon the New Media . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 58Xiangli Wang and Xueqin Du

xi

Design of a Scanning Frame Vertical Shaft . . . . . . . . . . . . . . . . . . . . . . 63Xuexin Zhang, Xiaoyan Gao, and Jun Liu

Development Status and Challenges of Unmanned VehicleDriving Technology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 68Zhenyu Wang and Mengqiao Wang

Analysis of Bayesian LASSO Using High Dimensional Data . . . . . . . . . 75Xuan Huang and Yinsong Ye

Review of Neural Network Models for Air Quality Prediction . . . . . . . . 83Kai Zhou and Ruichao Xie

Real Estate Spatial Price Distribution in Xining fromthe Perspective of Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 91Hongzhang Zhu, Lianyan Li, Xiaobin Ren, Yangting Fan,and Xiaoliang Sui

Design of UAV Bird-Driving Linkage System . . . . . . . . . . . . . . . . . . . . 100Xiangguo Lin

Algorithm Design Based on Multi-sensor Information Fusionand Greenhouse Internet of Things . . . . . . . . . . . . . . . . . . . . . . . . . . . . 106Rui Huang, Shuaibo Peng, Wendi Chen, Shan Jiang, Zhe Wu, Jiong Mu,and Haibo Pu

Innovation of Office Management Work in Collegesand Universities Under the Background of “Internet +” . . . . . . . . . . . . 116Yanping Wang

Development and Design of Web-Based Distance PhysicalEducation Teaching Platform . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 122Shoucheng Zhang

Three-Phase Imbalance Control Method for Distribution GridBased on SVG and Phase Switch Technology . . . . . . . . . . . . . . . . . . . . 130Yangtian Wang

Design of Factory Environmental Monitoring System Basedon Internet of Things . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 138Guang-qiu Lu, Jia-hui Liu, Hai-qin Wang, and Yi Feng

A Study of Teaching Model Construction Under Big DataBackground-Taking 《Computer Information Technology》for Example . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 147Jun Zheng

Discussion on Compiling Principle Teaching Mode Basedon Modularization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 157Hong Zheng, Jianhua Li, Weibin Guo, and Jianguo Yang

xii Contents

Design and Fabrication of Bionic Micro-nano Flexible Sensor . . . . . . . . 165Hengyi Yuan

A Parallel AES Encryption Algorithms and Its Application . . . . . . . . . . 173Jingang Shi, Shoujin Wang, and Limei Sun

Identifying Influence Coefficient Based on SEM of Service Industry . . . 180Yawei Jiang, Xuemei Wei, and Fang Wu

Multi-function Bus Station System Based on Solar Energy . . . . . . . . . . 186Yue Han, Zhongfu Liu, Ke Zhang, and Wannian Ji

Intelligent City Construction Based on Big Data in the Eraof Sustainable Development . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 196Lepeng Chen and Chengjiang Wang

Construction of Supply Chain Information Sharing Mode in BigData Environment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 203Jiahui Liu, Guangqiu Lu, and Haiqin Wang

Innovative Experiment Teaching of Computer Basic Course Basedon SPOC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 212Rong Ding

Automated Design Method of Environmental Art DesignScheme Based on Big Data Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . 219Dongyou Wang

Exploration on the Construction of the English EcologicalClassroom in Vocational Colleges from the Perspectiveof the Internet Plus . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 226Hong Wei

Analysis and Enlightenment of New Media Editor Talent DemandBased on Python . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 231Yue Wang, Jieping Liu, and Guangning Pu

A Fast and High Accuracy Localization Estimation AlgorithmBased on Monocular Vision . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 238Junchai Gao, Bing Han, and Keding Yan

Reasonable Deployment of Computer Technology and EnterpriseHuman Resources . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 246Juan Chen, Chaohu He, and Dan Zhang

Strategies for Improving College Counselors Ideologicaland Political Education Capability by Using New Media Againstthe Background of Internet+ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 253Xin Zhou and Fang Ding

Contents xiii

Application of Machine Learning in the Evaluation Modelof Scientific Research Performance of Teachers . . . . . . . . . . . . . . . . . . . 260Zijiang Zhu, Weihuang Dai, Junhua Wang, Jianjun Li, and Ping Hu

Spatial Pattern of Talents and the Evolution of the Situationof Chinese “Heihe-Tengchong Line” Under the Backgroundof Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 271Hui Yao and Lei Zhang

Smart Tourism Management Mode Under the Backgroundof Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 282Leilei Wang and Heqing Zhang

Optimization of Support Capability Under Emergency Conditions . . . . 289Ou Qi, Lei Zhang, Wenhua Shi, and Yanli Wang

Coordinated Development of Coal and Water Resources Basedon Big Data Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 293Yu-zhe Zhang, Xiong Wu, Ge Zhu, Chu Wu, Wen-ping Mu,and Ao-shuang Mei

On Diversified Teaching Mode of Comprehensive English in BigData Era . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 300Yongjia Duan

A Summary of Domestic and Foreign Education BigData Literature . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 308Dan Bai and Hongtao Li

Intelligent Production Logistics System Based on Internet of Things . . . 313Haiqin Wang, Guangqiu Lu, and Jiahui Liu

Industrial Engineering Major Manufacturing Dig Data ApplicationAnalysis Direction Curriculum . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 320Jui-Chan Huang, Ming-Hung Shu, and Kun-Chen Chung

Principle of Big Data and Its Application in the Field of Education . . . 327Zhuohan Liu

Distributed Accounting Resource Sharing Method Basedon Internet . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 332Xuedong Wang

Students’ Autonomous Learning in the Era of “Internet+” Big Data . . . 340Qunying Li

Gene Network Cancer Prediction Method Basedon Multi-group Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 345Ming Zheng and Mugui Zhuo

xiv Contents

Mobile Communication De-noising Method Basedon Wavelet Transform . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 351Yixin Tang

Dynamic Assignment Model of Terminal Distribution Task Basedon Improved Quantum Evolution Algorithm . . . . . . . . . . . . . . . . . . . . . 359Jingjing Jiang, Sheng Guan, and Xiangwei Mu

Some Applications of Big Data Mining Technology on EducationSystem in Big Data Era . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 368Xinkai Ge

Analysis on the Reform Path of College English Teaching in LocalEngineering Colleges Under the Background of Big Data . . . . . . . . . . . 375Xiangying Cao and Juan Huang

Design of Educational Robot Platform Basedon Graphic Programming . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 382Aiping Ju, Deng Chen, and Jianying Tang

Influencing Factors of Employee’s Environmental ScanningBehavior in Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 392Yang Yang, Zhenghua Zhao, Chunya Li, and Yan Li

Rural E-commerce Development Under the Backgroundof Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 399Zhitan Feng

Regional Energy Internet Optimization ConfigurationMethod Exploration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 405Wen Li, Kai Ma, Jiye Wang, Hao Li, Chao Liu, Bin Li, and Chang Liu

Design of Personalized Service System for Home-Based ElderlyCare Based on Data Fusion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 412Rongqing Zhuo and Xin Sun

Image Tampering Location and Restoration Watermarking Basedon Blockchain Technology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 420Wangsheng Fang, Yuyao Wang, and Xiangyu Wang

Innovation of Self-service System of College Mental Healthin the Age of Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 429Tiantian Zhang and Xu Chen

Comparative Analysis of ARIMA Model and Neural Networkin Predicting Stock Price . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 436Enping Yu

Traditional Supermarkets Using Internet of Things . . . . . . . . . . . . . . . . 446Qiang Li, Dong Xie, and Jiayue Wang

Contents xv

Adaptability of Professional Setting and Local Industrial Structureof Applied Undergraduate Colleges in Dongguan Underthe Background of Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 453Yan Wang

Port Logistics Efficiency Evaluation Based on DEA Model . . . . . . . . . . 461Wendi Lu

Business English Word Frequency Analysis Method Basedon Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 468Yichen Xing

Considerations on the Relationship Between AccountingConservatism and Firm Investment Efficiency Based on LargeData Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 476Xuanjun Chen

Design of Higher Vocational Education Auxiliary Platform Basedon Cloud Computing Technique . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 483Miao Yu

Constructing Mobile Network Platform for Sports ResourcesSharing of Universities-Enterprise Alliance Under Big Data . . . . . . . . . 492Wensheng Huang

Micro-level Innovation Governance Ability Improvement Basedon Internal Drive . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 499Lingni Wan and Fang Yang

WSN Coverage Optimization Based on Artificial FishSwarm Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 506Changlin He

Organizational Architecture of Smart Urban Planning SimulationModel in Big Data Environment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 514Minghui Long

On Electric Power Consumed and Economic Development in FujianProvince Under the Background of Big Data . . . . . . . . . . . . . . . . . . . . . 522Zhenglong Leng, Yujing Zhang, and Changyong Lin

Seismic Anomaly Information Mining Based on Time Series . . . . . . . . . 530Hongwei Li and Ruifang Zhang

Inheritance and Innovation of Traditional Architectural InteriorDesign Techniques . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 540Xianqiong Liao

xvi Contents

Analysis of Digital Twins and Application Value of PowerEngineering Based on BIM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 550Yingfu Sai, Tianjia Zhang, Xin Huang, and Chong Ding

Western Culture MOOC Teaching in the Age of Big Data . . . . . . . . . . 559Wei Yao and Yanping Huang

Landscape Sand Table System Based on Deep Learningand Augmented Reality Technology . . . . . . . . . . . . . . . . . . . . . . . . . . . . 565Pan Ou, Moran Chen, and Qingfeng Yu

Analysis of Student Financial Aid Based on Big Data Analysis . . . . . . . 571Jingang Bai

Tracking Method of Agricultural Products Logistics Basedon RFID Technology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 578Jianbo Wang and Jiayue Wang

Art Design Methods Based on Big Data Analysis . . . . . . . . . . . . . . . . . . 584Dong Shao

Influence of Artificial Intelligence Development on Employmentin Beijing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 590Jialin Cui, Aiqiao Qian, and Fan Yu

Strategies on Traditional Chinese Medicine Translation Teachingin the Age of Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 598Yan Gong and Yawei Yu

Relationship Between Rice Growing Environmentand Diseases-Insect Pests Based on Big Data Analysis . . . . . . . . . . . . . . 604Yichen Chen and Wanxiong Wang

Analysis of Operation and Maintenance of Power DistributionNetwork Management Technology Under the Backgroundof Big Data Era . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 610Yiyuan Ding

Analysis of Enterprise Employee Performance and CorporateBenefit Correlation Based on Big Data Analysis . . . . . . . . . . . . . . . . . . 616He Ma and Hui Wang

Revealing Land Subsidence in Beijing by Sentinel-1 TimeSeries InSAR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 622Jisong Gou, Xianlin Shi, Keren Dai, Leyin Hu, and Peilian Ran

Scale Adaptation of Text Sentiment Analysis Algorithm in BigData Environment: Twitter as Data Source . . . . . . . . . . . . . . . . . . . . . . 629Yaoxue Yue

Contents xvii

Regional Value-Added Trade Network: Topological Featuresand Its Evolution . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 635Shan Ju

Analysis on the Impact of FDI on Regional Innovation in Chinafrom the Perspective of Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 642Sitong Lin

Solving Small Deformation of Elastic Thin Plate by ULE Methodand Computer Simulation Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . 650Lijing Liu

Evaluation System of Human Settlement Speciality LearningRoadmap Based on Machine Learning . . . . . . . . . . . . . . . . . . . . . . . . . . 657Junzhe Wang and Yuan Meng

Smart City Privacy Protection in Big Data Environment . . . . . . . . . . . . 663Lirong Sun and Shidie Wu

A Target Tracking Algorithm Based on Correlation Filterand Least Squares Estimation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 671Yiqiang Lai

Personality Feature Model of Innovation Motivation and InnovationAbility Based on Big Data Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . 678Weiying Wang

Determination and Check of Basic Parameters of AutomobileClutch Under the Background of Big Data . . . . . . . . . . . . . . . . . . . . . . 684Fengjuan Wang, Jia Yu, Ruiming Ning, and Shufeng Jiang

New Features of Editing Role Positioning Under the Backgroundof Artificial Intelligence . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 691Yongxin Liu

Examination of Regional Energy Internet Information ManagementSystem Based on Source-Grid-Load-Storage . . . . . . . . . . . . . . . . . . . . . 699Chao Liu, Xianfu Zhou, Jiye Wang, Bin Li, Chang Liu, Wen Li,and Hao Li

Research and Implementation of Contours AutomaticGeneralization Constrained by Terrain Line . . . . . . . . . . . . . . . . . . . . . 707Yan Lan, Yong Cheng, and Xian Liu

EVA-Based Commercial Bank Value Evaluation Model – Take SPDBank as an Example . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 714Maoya Huang

xviii Contents

Financing Predicament of Small and Medium-Sized Foreign TradeEnterprises in China–Based on Big Data Analysis . . . . . . . . . . . . . . . . . 723Xuewei Li

Application of Big Data to Precision Marketingin B2C E-commerce . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 731Shi Yin and Hailan Pan

Application of Information Theory and Cyberneticsin Resource Configuration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 739Baifang Liu, Liqiu Sui, Meijie Du, Jiahui Xia, Ziqing Li, and Yuchen Liu

Structural Optimization of Service Trade Under the Backgroundof Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 745Guiping Li

Analysis of the Relationship Between Individual Traitsand Marketing Effect of E-Commerce Marketers Based on LargeData Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 753Lei Fu

Analysis of Urban Street Microclimate Data Based on ENVI-met . . . . . 759Ning Mao

Big Data Security Issues in Smart Cities . . . . . . . . . . . . . . . . . . . . . . . . 768Shidie Wu and Lirong Sun

System Test of Party Affairs Work Management InformationSystem in Higher Vocational Colleges . . . . . . . . . . . . . . . . . . . . . . . . . . 774Xiaoping Zhao

Design Method of Axial Clearance Adjustment Gasket for MassProduction Components Based on Big Data Application . . . . . . . . . . . . 781Yaqi Li

Exploration on the Implementation Path of Drawing Course Underthe Information-Based Background . . . . . . . . . . . . . . . . . . . . . . . . . . . . 792Jilan Yan

Practical Teaching Mechanism of Electronic Commerce . . . . . . . . . . . . 800Qiong Zhang and Hui-yong Guo

Analysis and Research of Mine Cable Fault Point Finding MethodBased on Single Chip Microcomputer and FPGA Technology . . . . . . . . 806Jun Wang and Qiang Liu

Emotional Analysis of Sentences Based on Machine Learning . . . . . . . . 813Yan Zhuang

Contents xix

Application and Research of Basketball Tactics Teaching Assistedby Computer Multimedia Technology . . . . . . . . . . . . . . . . . . . . . . . . . . 821Lei Yu, Dong Li, Dong Chen, and Wenbin Li

Accurate Calculation of Rotor Loss of Synchronous CondenserBased on the Big Data Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 829Aijun Zhang, Huadong Xing, and Jingdi Zhou

A Parallel Compressed Data Cube Based on Hadoop . . . . . . . . . . . . . . 838Jingang Shi and Yan Zheng

Development Trends of Customer Satisfaction in China’s AirlineIndustry from 2016 to 2018 Based on Data Analysis . . . . . . . . . . . . . . . 846Yawei Jiang and Huali Cai

Intelligent Outlet Based on ZMCT103C and GSM . . . . . . . . . . . . . . . . . 852Hongyu Zhao, Zhongfu Liu, Ziyang Liu, Kaixuan Zhao, and Yuqi Shi

Internal Quality Control and Evaluation Method of FoodMicroorganism Detection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 863Mingxiao Jin and Yanhua Zhou

Application of Big Data in B2C E-commerce Market Analysis . . . . . . . 870Yanqi Wang, Hongke Shen, and Guangning Pu

Judicial Statistics Based on Big Data Context . . . . . . . . . . . . . . . . . . . . 877Xiao Wan and Pengnian Jin

Empirical Study on Intercultural Adaptability of UndergraduatesUnder the Background of Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . 885Yejuan Wu and Lei Zhang

Big Data and Evaluation of Tourism Competitiveness of Countiesin Guang-Dong Province . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 894Heqing Zhang, Jing Ma, and Xiaobo Su

Fused Image Quality Assessment Based on Human Vision . . . . . . . . . . 901Lei Zhang, Zhao Yao, Ou Qi, and Jian Han

Intelligent Monitoring and Simulation of the Whole Life Cycleof Coal Mining Process and Water Quantity and Quality in Coaland Water Coordinated Development Under Large Data . . . . . . . . . . . 908Yu-zhe Zhang, Xiong Wu, Ge Zhu, Chu Wu, Wen-ping Mu,and Ao-shuang Mei

On Blended Learning Mode of Comprehensive English Basedon MOOC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 915Linhui Wu

xx Contents

Optimized Event Identification Fused with Entity Topic . . . . . . . . . . . . 920Xutong Chen

Innovation of “Internet + English” Teaching Mode Drivenby Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 927Yongxin Li

PPI Inference Algorithms Using MS Data . . . . . . . . . . . . . . . . . . . . . . . 931Ming Zheng and Mugui Zhuo

Foreign Language Education in the Era of Artificial Intelligence . . . . . . 937Yanxia Hou

Effective Information Extraction Algorithm of Dynamic LogisticsBig Data Based on SVM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 945Bixia Fan and Xin Rao

Brand Shaping Strategy of Characteristic Towns Underthe Background of “Internet +” Based on Rooted Culture . . . . . . . . . . . 951Yan Li, Yangyang Deng, Chunya Li, and Yang Yang

Application Research of Big Data Technology in Cross-BorderE-Commerce Store Operation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 959Zhitan Feng

Path of the Reform of the Psychological Health Education Modelin Higher Vocational Colleges in the Big Data Era . . . . . . . . . . . . . . . . 965Tiantian Zhang

RMB Exchange Rate Prediction Based on Bayesian . . . . . . . . . . . . . . . 971Wenyuan Hu

Shared Smart Strollers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 980Rui Peng, Yanwen Xin, Yongjie Lei, Shilin Li, and Jiayue Wang

Port Competitiveness Analysis Based on Factor Analysis . . . . . . . . . . . . 985Wendi Lu

Application of English Virtual Community in Teaching Basedon Campus Network Construction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 992Yang Song

Analysis and Research on the Innovative Teaching Modeof Collegiate Athletic Education Under the Background of Big Data . . . 999Wensheng Huang

Application of Big Data and Smart City Technology in NewUrbanization Planning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1004Minghui Long

Contents xxi

Algorithm of the Risk Cost of Not Supplied Energy in UnitizationPlanning of Power Grid . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1013Qiang Li, Lu Gao, Wei Li, Zhihang Qin, and Yujing Zhang

BP Neural Network-Based Product Quality Risk Prediction . . . . . . . . . 1021Yingcheng Xu, Fei Pei, Qian Wu, and Bisong Liu

Comprehensive Information Management Analysis of ConstructionProject Based on BIM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1027Huixiang Zhang, Jian Wei, Jianheng Jiao, and Yunpeng Gao

Risk Analysis of P2P Lending Platforms Based on Fuzzy AHP . . . . . . . 1034Rui Li, Jianzhong Lei, and Li Tan

Animation Feature Changes Based on Big Data Analysis . . . . . . . . . . . . 1042Dong Shao

Discussion of Innovated Training Management Based on Big Data . . . . 1049Hui Wang and He Ma

Analysis of Computer Network Information Security in the Eraof Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1054Zhenxing Bian

Characteristics of International Trade Benefits Basedon the Cluster Analysis of Compatibility Relation . . . . . . . . . . . . . . . . . 1060Ting Dai

Educational Reform Under Computer Network . . . . . . . . . . . . . . . . . . . 1068Bingjie Liu

Precision Marketing Method and Strategy Based on Big DataAnalysis in E-Commerce Environment . . . . . . . . . . . . . . . . . . . . . . . . . . 1075Lei Fu

Analysis of Financial Education Demand Based on CollegeStudents’ Entrepreneurship . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1081Qiong Zhang and Hui-yong Guo

Safety Management of Assembled Construction Site Basedon Internet of Things Technology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1089Shanshan Li

Teaching Introduction to Computer Sciencewith the Mixed Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1097Jianguo Yang, Hong Zheng, and Weibin Guo

Food Quality Testing Application Based on Non-destructiveTesting Technology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1103Xiaomin Shang and Qiong Liu

xxii Contents

Innovation of Financial Shared Service Center Basedon Artificial Intelligence . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1110Yanchang Zhang

Support Resource Optimization Based on Utilization Efficiency . . . . . . . 1117Ou Qi, Yanli Wang, Wenhua Shi, and Lei Zhang

Ideological-Political Education of Colleges and Schoolsin the Large-Data Times . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1122Huizi Fang

A Remote Chinese Medicine Diagnosis and Treatment System . . . . . . . 1128Jiayue Wang, Dong Xie, and Shilin Li

Building the Influence Evaluation Model of Web QualityInformation for Consumer Products . . . . . . . . . . . . . . . . . . . . . . . . . . . 1134Yingcheng Xu, Haiyan Wang, Ya Li, and Ruyi Ye

Informatization Construction of Minority Languagesand Characters Under the Background of Big Data . . . . . . . . . . . . . . . 1143Na Li

Quantity Calculation of Robots Based on Queuing Theoryin Intelligent Warehouse . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1152Quan Jiao and Yuebo Wang

Some Thoughts on ‘Intelligent Campus’ of Military Academy . . . . . . . . 1158Jun Liu, Xuexin Zhang, and Meng Jin

Thoughts on Human Resource Management of Enterprisesin the Era of Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1164Xin Rao and Bixia Fan

Intelligent Outdoor Trash Can . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1170Jiayue Wang, Dong Xie, and Shilin Li

Analysis of Backward Payment Model in Traffic Service . . . . . . . . . . . . 1177Zhe Chen and Yanrong Yan

Computer Simulation System Optimization of the Queuing SystemModel Based on the Integration of the Priority Service . . . . . . . . . . . . . 1181Xiaohui Tian

Application of Artificial Intelligence Technology in FutureEquipment Control System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1191Chao Tu, Hangyu Wu, and Lei Qiu

On the Application of Large Data Technology in B2C E-CommercePrecision Marketing Mode . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1197Gang Xu and Qiaolin Chen

Contents xxiii

Middle School Mathematics Teaching Based on MultipleIntelligence Theory . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1204Changwen Zhang and Changhui Liu

Ultra HD Video and Audio Broadcast System for SharedLiving Room . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1209Jinbao Song, Junli Deng, Xin Xin, and Xiaoguang Wu

Relationship Between Science and Technology Financeand Economic Growth—Based on VAR Model . . . . . . . . . . . . . . . . . . . 1215Jiangyan Huang

Countermeasures for the Innovative Development of China’sSports Industry Under the Background of Big Data . . . . . . . . . . . . . . . 1223Chenliang Deng, Zhaohua Tang, and Zhangzhi Zhao

Application of Association Rules Algorithm in Teaching ReformUnder the Background of Internet Plus Era – Taking the TeachingReform of International Trade as an Example . . . . . . . . . . . . . . . . . . . . 1230Feiyan Zhong

Impact of Cloud-Based Mechanism on Supply Chain Performancewith Supply Disruption Risk . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1239Jianchang Lu and Siqian Wu

Application of Big Data in Smart Marketingof All-for-One Tourism . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1245Hao Wang

Human Parameter Extraction Model Based on K-nearest Neighborand Application in Jewelry Modeling Design . . . . . . . . . . . . . . . . . . . . . 1252Guoyan Yuan

Comprehensive Evaluation of Node Importancein Complex Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1260Jundi Wang, Zhixun Zhang, and Huaizu Kui

Advances in Metagenomics Based on High-Throughput Sequencingand Big Data Mining . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1268Na Wang, Kun Li, Yangyang Song, and Jinguo Wang

Unrestricted Handwritten Character Segmentation Method Basedon Connected Domain and Dripping Algorithm . . . . . . . . . . . . . . . . . . . 1273Minjing Peng and Baoqiang Yang

Reconstruction of Brand Communication on Media Integrationin the 5G Digital Era . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1280Li Wang

xxiv Contents

Radial Basis Function Neural Network and Predictionof Exchange Rate . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1287Ming Fang and Chiu-Lan Chang

Information Interface of Artificial Intelligence MedicalDevice Information . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1293XiYuan Wang, Ting Fu, Yiyun Zhang, and Dandan Yan

Application Study on the Stress Test of Liquidity Risk Managementof City Commercial Banks in Our Country . . . . . . . . . . . . . . . . . . . . . . 1304Fengge Yao and Meng Zhang

Multi-regional Logistics Distribution Demand Forecasting MethodBased on Big Data Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1313Dongmei Lv

Chronic Intermittent Hypoxia Training on Rat MyocardialMitochondria Atpase Impact Study . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1322Qiaozhen Yan and Liping Dong

Visualization Research on Regional Brand Co-construction ControlPolicy System of Agricultural Products – Taking Sichuan Provinceas an Example . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1327Xu Zu, Fengqing Zeng, and Lan Yang

Dynamic Bayesian Model of Credit Rating for Credit Bonds . . . . . . . . . 1333Jianhua Wu, Xuemei Yuan, and Ying Zhang

Research and Design of Intelligent Service Platformfor “Migratory Bird” Pension . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1340Xueqin Huang, Ge Dong, and Qiang Geng

Injury Characteristics of Different Dummies Based on FrontalImpact Test . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1347Haiming Gu, Lei Lou, and Xiongliren Jiang

Abnormal Behavior Detection Based on Spatio-TemporalInformation Fusion for High Density Crowd . . . . . . . . . . . . . . . . . . . . . 1355Honghua Xu, Li Li, and Feiran Fu

English Situational Teaching Assisted by Multimedia Network . . . . . . . 1364Yuyan Jia

Self-balancing Car Control Based on Active Disturbance RejectionControl (ADRC) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1372Haibo Yu, Ling Zhang, Shengyong Yang, Liping Zeng, and Gangsheng Li

Teachers’ Personal Homepage Construction of Medical UniversityBased on the Website Group . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1380Chunlan Zhao, Hongquan Song, and Qinglian Yu

Contents xxv

Mechanism Analysis of Chaotic Motion of Direct-Drive PermanentMagnet Synchronous Wind Turbine . . . . . . . . . . . . . . . . . . . . . . . . . . . 1386Li Yang, Tianmin Huang, Lei Hu, and Shuhua Wang

Design and Practice of Teaching Model of Measurementand Evaluation of Mathematics Education Based on the FlippedClassroom Concept . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1394Jinming Cong, Meiling Wang, and Zhiqin Huang

Dual-Channel UAV Broadband Communication NetworkRadio Technology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1401Feifan Liao, Li Zou, Zhenyi Wang, Yanni Wang, and Ke Li

Passenger Ship Safety Evacuation Simulation and Validation . . . . . . . . 1410Jun Sun, Yuzhu Zhu, and Pengfei Fang

Research and Application of Judgement Technology of TypicalMedium and Low-Voltage Faults Based on Big Data Technology . . . . . 1420Jianbing Pan, Yi An, Bei Cao, Yang Liu, and Jingmin Xu

Research and Application of Multi-level Coordination and RiskAssessment of Rural Distribution Lines . . . . . . . . . . . . . . . . . . . . . . . . . 1428Jianbing Pan, Yi An, Bei Cao, Yang Liu, Zaide Xu, and Jingmin Xu

Belligerent Simulation Method Based on the Multi-AgentComplex Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1437Jian Du, Huizhen Li, and Yipen Cao

Design of Power Carrier Wave Machine Based on TCP/IPReference Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1444Jun Qi, Wenjie Zhang, and Yubo Liu

Difference of Chinese and Western Ancient ArchitecturalCharacteristics Based on Big Data Analysis . . . . . . . . . . . . . . . . . . . . . . 1450Yuehang Zhao, Lijie Yin, and Qi Wang

Development and Application of the School Physical EducationComputer Integrated Management System . . . . . . . . . . . . . . . . . . . . . . 1458Zhikai Cao and Zhongqi Mi

Prevention and Control of Financial Risks by the FinancialComputer System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1465Lianxiong Du

Construction of the Resource Database of PianoTeaching Psychology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1471Jing Fan

xxvi Contents

Video-Based Motion Human Abnormal BehaviorRecognition Algorithms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1476Yingying Feng and Linguo Li

Teaching Practice of “Computer Aided Design” for Clothingand Textile Major Based on the Three-Dimensional Technology . . . . . . 1484Shan Fu

Application of the Big Data Technologyin the Enterprise Management . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1490Yumei Guan

Design of the Ideological and Political Education Platformfor the Teacher Education Public Course in Teachers’ Collegesand Universities Based on the Video on Demand Technology . . . . . . . . 1496Hongyu Hu and Guoping Liang

Application of the Computer Simulation Technology in the CollegeFootball Teaching . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1503Jun Jin

Design and Implementation of the Big Data Management DecisionSystem Based on the Hadoop Technology . . . . . . . . . . . . . . . . . . . . . . . 1509Deli Kong

Multimedia Teaching Reform of Skiing Basedon the VR Technology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1514Xiaofeng Li

Big Data Forecast on the Network Economy . . . . . . . . . . . . . . . . . . . . . 1521Xiaoxuan Li and Qi Wu

Problems and Countermeasures in the Interaction BetweenTeachers and Students in Computer Intelligence Classrooms . . . . . . . . . 1528Shenghong Liu

Multidimensional University Students’ Ideological and PoliticalEducation Model Based on the ASP Technology . . . . . . . . . . . . . . . . . . 1534Xin Liu

Life Expectancy and Its Reliability Analysis of Hydraulic HoseBased on Impulse Test . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1540Yin Lv and Keli Xing

Multi-interactive Teaching Model of German in Collegesand Universities Under the Information Technology Environment . . . . . 1547Lei Ma

Contents xxvii

Application of the Computer Vision Technologyin the Agricultural Economy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1554Yue Meng and Wenkuan Chen

Information Collection of the Agricultural Databasein the Agricultural Economy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1560Yue Meng and Wenkuan Chen

Construction of the Computer Network Courses in CollegePhysical Education Distance Video Teaching . . . . . . . . . . . . . . . . . . . . . 1567Zhongqi Mi and Zhikai Cao

The Effective Transformation Path of Scientific ResearchAchievements in Applied Universities Basedon the Data Warehouse . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1573Jinli Sun

Ways of the Computer Network Serving the Spiritual and CulturalLife of Migrant Workers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1580Congcong Wang

Fuzzy-PID Control Technology in Glaze Firing Process ControlSystem of Roller Kiln for Bone China . . . . . . . . . . . . . . . . . . . . . . . . . . 1587Wang He

Construction Path of the National Educational EnrollmentExamination Cadre Database Based on the Big Data Analysis . . . . . . . . 1594Zhongxue Wang

The Patrol Inspection Technology for UHV Transmission LinesBased on the UAV Technology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1600Chengjia Wen, Wenjiang Li, Tie Chen, Jing Chen, and Jun Liu

The Architecture of China’s Cross-Border E-Commerce PlatformBased on the Data Mining Technology . . . . . . . . . . . . . . . . . . . . . . . . . . 1607Xianghui Xu

The Integrated Language Representation System of IllustrationsBased on the Streaming Media Technology . . . . . . . . . . . . . . . . . . . . . . 1614Yi Yuan and Di Lu

The Visual Elements in Film Poster Design Based on Photoshop . . . . . . 1620Liqun Zhang

Application of Streaming Media on Demand Technologyin the Visual Classroom Teaching of College English . . . . . . . . . . . . . . . 1626Fanghui Zhao

xxviii Contents

The Network System of Scientific Research Managementin Local Undergraduate Colleges and Universities Basedon the Web Platform . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1632Yawen Zhou

The Teaching Quality Assessment System for Application-OrientedUndergraduate Colleges and Universities Basedon the WEB Platform . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1639Yanfang Zong

The Design of English Reading Resource Library Basedon WeChat Public Platform . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1646Xiong Ying

Construction of Online Micro-curriculum Group of InstrumentalMusic Based on Streaming Media Technology . . . . . . . . . . . . . . . . . . . . 1652Jia Fan

The Practical Resources of English Writing in Higher VocationalColleges Based on the SQL Database . . . . . . . . . . . . . . . . . . . . . . . . . . . 1658Zhen Fang

The Sports Cooperative Learning Education Model Basedon the Computer Platform . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1664Chuntao Jia, Hong Liu, and Hao Yu

The Passive UHF RFID Temperature Sensor Chip and TemperatureMeasurement System for the On-line Temperature Monitoringof Power Equipment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1670Renyun Jin, Rongjie Han, Hua Fan, and Liguo Weng

Application of the Watershed Algorithm in the Image Segmentation . . . 1676Caihong Li, Junjie Huang, Xinzhi Tian, and Liang Tang

Application of the Genetic Algorithm in WaterResource Management . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1681Minxin Li, Jiarui Zhang, Xin Cheng, and Yun Bao

Application of the VR Technology in the Interior Design . . . . . . . . . . . 1687Weiwei Li

The Identity Authentication Mechanism of Human TestimonyBased on the Mobile APP . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1693Congjun Liu and Longgen Sun

Application of the Internet Technology in the VisualCommunication Design . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1701Xiang Liu

Contents xxix

The Design of the Model Education Platform for College StudentsBased on the Characteristics of the Network Behaviors . . . . . . . . . . . . . 1707Yu Liu

Design of the Automobile Marketing System Based on the Big Data . . . 1713Sijin Lv

The Practice of the Multimedia Courseware for College ForeignLanguage Teaching Based on the Network Resources . . . . . . . . . . . . . . 1720Bingjun Ma

Design and Implementation of Big Data Asset Management System . . . 1727Wen Ma and Xinyang Zhang

Design of the Management System for Salary Diagnosisand Optimization of Medical Staff in Shaanxi Public Hospitalsof Traditional Chinese Medicine . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1733Baoning Qi, Jiaxin Wang, Mingrui Ji, Shouzhu Xu, Juan Li,and Chuandao Shi

Adjacent Car Interaction Network Based on Reliable NeighborBroadcast Protocol . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1740Juan Shao

The Collation and Dissemination of Jilin Folktale Data Basedon the Network Resource Mining . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1746He Wang

The Design for Electric Marketing Service Data Middle-Platform . . . . . 1752Jinzhi Wang, Daoqiang Xu, Yuan Wang, Shijie Gao, Quangui Hu,and Xiao Ding

The Implementation of the Chinese Language and CharacterRecognition System Based on the Deep Learning . . . . . . . . . . . . . . . . . . 1761Yanwen Wang

Online Handwritten Chinese Character Recognition SimulationSystem Based on Web . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1766Yanwen Wang

Study on an Extreme Classification of Cost - SensitiveClassification Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1772Yu Wang and Nan Wang

The Optimization Model of Comprehensive Maintenance PlanBased on Multi Demand Service Supply Chain . . . . . . . . . . . . . . . . . . . 1783Jian-hua Yang and Long Guo

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The Improvement of News Communication Mode by Data Miningand Visualization Technology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1803Jiao Yang

Implementation of Chinese Character Extraction from PicturesBased on the Neural Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1809Pan Yang

Computer Security Strategy and Management in the Tax InformationManagement System Under the Background of the Belt and Road . . . . 1815Yunxia Yao and Yuru Hu

The Manufacturing Transfer in Shanghai Based on Big Data . . . . . . . . 1822Dongyu Yu

The Relationship Between Shanghai-Centered Producer Servicesand Manufacturing Industry Based on Simultaneous EquationModel in Cloud Computing Environment . . . . . . . . . . . . . . . . . . . . . . . 1829Dongyu Yu

The Smart Grid System Design Based on the Big Data Technology . . . . 1838Hui Zhang, Wentao Yan, Wei Wang, Qi Su, Wei Zhou, and Bin Zhang

Design of the Interactive Intelligent Machine-Aided TranslationPlatform Based on Multi-strategies . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1844Shuo Zhang

Design and Implementation of the Interactive Chinese PaintingDisplay System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1850Jingsi Zhu

The Data System of the Public Platform of Industrial EconomicInformatization Under the Strategy of Rural Revitalization . . . . . . . . . . 1856Kunyan Zhu

Design of Community Rehabilitation Service System and APPfor Cerebral Stroke Elderly . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1863Ruibo Song and Shuaijun Feng

Design of Community Service System and APP for the Elderlywith Diabetes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1873Ruibo Song and Xurong Huang

NVH Analysis and Optimization of Driving System in BatteryElectric Vehicle . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1882Xiang-huan Liu, De-fu Liu, Chao Li, and Yin-cheng Sun

Research and Design of College Teachers’ Performance and SalaryCollaborative Management System . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1887Qiaoyue Zhao

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Relationship Model of Green Energy and Environmental ChangeBased on Computer Simulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1895Yongzhi Chen and Yingxing Lin

Risks of the Blockchain Technology . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1903Jinlan Guo

Effects of the Computer-Assisted Gallery Activity Programon Student Motivation and Engagement in College Classes . . . . . . . . . . 1910Ming Li

Construction of Creative Writing in College English Teachingin the Age of “Internet+” . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1918Ying Liu

Application of Computer Simulation Technology in FoodBiotechnology Teaching . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1926Lisha Feng

Design and Optimization of the Architecture for High PerformanceSeismic Exploration Computers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1934Shuren Liu, Chaomin Feng, Changning Cai, and Li Fan

Current Situation and Countermeasure Analysis of CollegeEtiquette Education in the Era of “Internet+” . . . . . . . . . . . . . . . . . . . . 1944Bingjie Han

Innovative Teaching of University Management Course Underthe Background of “Internet+” . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1952Weiguo Dong and Tingting Liu

Chinese-Foreign Cooperative Education Management SystemBased on Cloud Platform . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1959Haitao Chi

SAR and Optical Remote Sensing Image Registration Basedon an Improved Point Feature . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1967Yanfeng Shang, Jie Qin, and Guo Cao

Dispatching and Control Cloud Based Power Grid Operation DataAssociation Analysis Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1976Liyuan Zhang, Jie Zhang, Dapeng Li, Zhenyu Chen, Ying Zhang,Mingyu Wang, Dandan Xiao, and Fangchun Di

An Equipment Association Failure Analysis Method of Power GridBased on Dispatching and Control Cloud . . . . . . . . . . . . . . . . . . . . . . . 1983Lingxu Guo, Xinyu Tong, Zhenyu Chen, Dapeng Li, Jian Chen,Zi Wang, Zhipeng Li, and Yunhao Huang

xxxii Contents

Design of AC Motor Efficiency Optimization Control System . . . . . . . . 1989Yuqin Zhu, Fang Han, Kui Zhao, Jinghua Zhao, and Zheng Xu

Control Algorithm and Analysis of Logistic Automatic Sorting Line . . . 1996Fang Han, Yuqin Zhu, Wenyan Nie, Jinghua Zhao, and Zheng Xu

Efficiency Loss Model for Asynchronous Motor Vector Control . . . . . . 2004Fang Han, Yuqin Zhu, Wenyan Nie, and Zheng Xu

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2011

Contents xxxiii