2020 International Conference on Applications and Techniques in Cyber Intelligence : applications and techniques in cyber intelligence (ATCI 2020)

목차 (Table of Contents)

• CONTENTS
• Cyber Intelligence for Business and Management Innovations
• Internet Economic Development from the Perspective of Big Data / Junwei Xing = 3
• How Can Network Communication and Big Data Improve the Efficiency of Government’s Provision of Public Goods / Tongfeng Dai = 10
• Information Literacy Cultivation and Course Informationization Construction of University Management Course / Peilin Chen = 16
• Computer and Information Technology Analysis of Internet Finance’s Supporting Strategy for College Students’ Innovation and Entrepreneurship / Honglei Guo = 22
• Evaluation Model Construction and Empirical Analysis of Rural E-Commerce Logistics Service Quality / Yulin Luo ; Yuehua Bai = 28
• Teaching Methods of University Economic Management Course Based on Python / Songfei Li ; Sichen Pan ; Lina Wang = 35
• Complex-System Based Evaluation Model of Regional Rural E-commerce Development / Haiying Ma = 40
• Method of UML Statechart Checking Based on Explicit Model Checking / Jiajing Wang ; You Tang ; Helong Yu ; Wei Huang = 47
• Marketing Problems of Agricultural Products in China Based on Intelligent Search / Shuting Wang = 53
• Motivation of Online Additional Review Based on Grounded Theory / Jin Ruan ; Yanxia Cheng = 59
• Constituent Elements of Internet Customers’ Driving Ability from the Perspective of Process Orientation / Yumeng Sun ; Yanxia Cheng = 65
• Simulation of Regional Rural E-commerce System Based on System Dynamics / Haiying Ma = 73
• Implementation of Online Dictionary Based on the Simplified Algorithm / Fan Wang ; Lei Tian ; Xufan Huang = 81
• Database Intrusion Detection Technology Based on VGG-SVM / Mingyuan Xin ; Yong Wang = 87
• Machine Learning Algorithm Credit Risk Prediction Model / Liping Wang ; Fanglin An = 93
• Distributed Economy Automatic Generation Control Algorithm for Multi Inverter AC Microgrid / Wang Jing = 100
• The Impacts of Content and Source Factors on Consumers’ Liking Toward Advertisements: An HSM-Based Framework / Xiumin Chu ; Yezheng Liu ; Xiayu Chen = 106
• Design and Implementation of an Efficient Database Management Tool / Zhongyi Guo ; Yingzhen Huang ; Rongxin Qian ; Zheyuan Liu ; Rongjie Gu = 113
• Constructing Emotional Weak Labels for Online Shopping Platform Based on Product Attribute and Relevance / Hongbin Yu ; Shunxiang Zhang = 120
• Cyber Intelligence for Network and Cloud Technologies
• The Influencing Factors Analysis of Network Interactive Teaching Mode Validity / Tingting Liu = 129
• The Application Analysis of Computer Network Security Data Encryption Technology / Liu Jiang = 137
• The Application of Computer Network Technology in Mathematics Teaching / Xiaoling Xu = 145
• Community Discovery Algorithm and Its Technical Improvement Based on Link Structure–Taking Web Community Algorithm as an Example / Rui Gao ; Wenzhe Yang ; Xiaohu Shi = 153
• Real-Time Monitoring System for DGA Domain Based on Long Short-Term Memory / Bocheng Liu ; Haoyu Wang = 159
• Logistics Distribution Optimization Based on Logistics Network
• Under the Background of Internet Plus / Zejia Wang ; Ziyu Ma = 166
• Exploration on Open Practice Teaching Mode of Network Security Based on Cultivation of Innovative Talents / Ping Xia = 172
• Computer Network Security Hazards and Preventive Strategies / Lei Huang = 180
• Standardized Storage of Personalized Environment Terminal Based on Cloud Storage Technology / Zheheng Liang ; Xiaojiang Chen ; Jinbo Zhang ; Guiquan Shen ; Hao Li = 186
• Network Intelligent Application Technology in Food Outer Packaging Design / Ya Li ; Fulun He = 192
• Design of a New Dual-Polarization UWB Antenna / Rongrong Wang ; Mingwei Liu = 199
• Fusion Innovation of Marketing Management and Cloud Data Technology / Dian Jia = 205
• Dynamic Range of PGC Demodulation Technology in Fiber-Optic Hydrophone System / Yong Zhang ; Mingyue Gao ; Henan Wang = 211
• Composition and Function Analysis of Electroless Nickel Plating Solution Based on Intelligent Network / Yao Cheng = 218
• Application of Network Intelligent Experiment Management System in Colleges and Universities——Taking Sac Network Intelligent Experiment System as an Example / Jingyuan Wang = 224
• Synchronization of Dynamical Networks with Non-identical Nodes by Switching Network Control / Liming Du ; Fengying Wang ; Juan Wang ; Jie Dong ; Fan Jiang ; Changyao Lv = 230
• Low Energy Consumption and Data Optimization of Distributed
• Sensing Wireless Network in Underground Space / Zhiguo Meng = 238
• Network Intrusion Path of Power Monitoring System Based on Simulation System / Li Feng ; Kejie Zhao = 244
• Big Data Security and Privacy Protection Policy in Cloud Computing Environment / Shuwei Jia ; Zhen Guo = 250
• A Cloud Computing Based Supporting Technology for the Lightweight Application Service / Kelong Wang = 256
• Cyber Intelligence for AI, VR, Blockchain Applications and Innovations
• Protection of Intellectual Property Rights of AI Products in the Era of Big Data / Ming Gao = 265
• Prediction on Petroleum Demand Under the Epidemic Crisis – Based on Computer-Implemented Grey BP Neural Network Algorithm / Mutian Ling = 274
• Development and Implementation of Health Information Management Platform in Medical Institutions / Mingxia Sun = 282
• Traceability of Agricultural Product Quality and Safety Based on Blockchain – Taking Fresh E-commerce as an Example / Chao Xie ; Xiaoyong Xiao = 288
• Neural Network Algorithm Strategy Based on Multi-factor Stock Selection / Qiyang Sun = 295
• A Summary of Deep Learning Algorithms / Mingyuan Xin ; Yong Wang = 301
• Artificial Intelligence Online Laboratory Based on Docker Cluster and Delay Queue / Bocheng Liu ; Jieyu Zheng ; Yidong Huang ; Tian Huang ; Wenyi Feng ; Guoxiang Zhong = 307
• Using 3D Virtual VR Technology to Build Rural Landscape Environment / Lingling Li ; Fei Chen ; Yiting Yu ; Shifang Shen = 313
• Discussion on AI-Based Interactive System of Cerebral Stroke Rehabilitation System / Zhongzhi Lu ; Tiantian Qi = 320
• The Influence of Artificial Intelligence Technology on the Development of Competitive Sports in China / Cunxing Su ; Wenjun Yu = 328
• Education Management Reform of Private Colleges and Universities Based on Artificial Intelligence / Qi Huang ; Liheng Shi = 334
• Application Research of Artificial Intelligence Technology in Landscape Architectural Art Design / Shenglan Wang = 341
• Synchronization of Coupled Chay Neuron System Under Noise / Dicong Wang ; Kaijun Wu = 349
• Dance Training Movement Depth Information Recognition Based on Artificial Intelligence / Dan Sun = 355
• Influence of Introducing Artificial Intelligence on Autonomous Learning in Vocational Education / Zhiquan Hu = 361
• Employee Resignation Prediction Model Based on Machine Learning / Weihuang Dai ; Zijiang Zhu = 367
• On Construction of Financial Management Ecosystem Model Based on Blockchain Technology / Yue Liu ; Haiying Ma = 375
• Blockchain Application Based Smart Power Grid System / Yan-Dong Yang ; Yong-Guang Li ; Qing Yang ; Ze Chen ; Wei-Lin Liu = 383
• Diversity Analysis Based on BP Neural Network and NGS Algorithm / Fengfeng Luo ; Yue Fu ; Yongrong Qin = 391
• Research on Drug Tracing and Prediction Based on Elman Neural Network / Kun Pang ; Yunchen Zhang ; Yingying Tao ; Jian Tang ; Xianchao Wang = 397
• Optimization and Performance Analysis of Extreme Learning Machine by L2-Norm Regularization / Ya Wang ; Qingqing Wang ; Xingchen Guo ; Huan Li ; Lei Niu ; Huiling Wang ; Xianchuan Wang = 405
• Cyber Intelligence for Big Data
• Risk Analysis and Early Warning of Food Safety Testing Based on Big Data / Guiling Li ; Qiong Liu ; Xiaomin Shang = 417
• Early Warning Analysis of Tube and Shell Heat Exchanger Based on Big Data Technology / Mingda Fei = 423
• Impact of the “NCP” on the Catering Industry Through the SARS Perspective Based on the Perspective of Big Data / Songfei Li ; Wanting Li ; Lin Du = 429
• The Influence of Exercise Intervention on the Level of Gross Motor Development in Chinese Children Aged 5–6 Years Old : A Meta-Analysis Based on Big Data / Zhongya Yang ; Juan Zhang ; Long Zhang ; Ji Wang = 435
• Innovative Application Paths of Big Data of Automobile Based on Internet of Vehicles / Xianglei Zhu ; Yingzi Wang ; Jue Hou = 442
• The Path of Higher Education Management in the Era of Big Data / Wenjun Yu ; Cunxing Su = 448
• Empirical Research on Bidirectional Channel of Sports Culture Artificial Intelligence in the Era of Big Data / Kewei Yu ; Chang Chen = 454
• Dynamic Network Optimization Analysis Based on Multi-network Measurement Big Data / Zhiguo Meng ; Haiyan Wang = 461
• Construction of User Portrait Based on Alipay Big Data / Xiaodan Ma ; Xiaofen Wang = 467
• Ecological Restoration Method of Mine Geological Environment Governance Based on Spatio-Temporal Big Data / Yang Wang ; Bairu Qu ; Bo Liu ; Hailong Song = 473
• Web Crawler Technology Under the Background of Big Data / Li Guo = 479
• Internet Financial Security Based on Big Data / Shuyu Hu ; Ming Huang = 485
• Smart Agricultural Big Data Preprocessing Method Based on Adaptive Compression Algorithm / Yijing Zhang ; Yue Xian ; Jie Zhang = 491
• Customized Agricultural Informatization in Big Data Era / Jing Lin = 497
• Big Data Analysis Management System Based on Cultural Tourism / Shao Shuo Cai ; Shao Bo Cai = 504
• The Elbow Criterion Based on GSA for Bad Data Identification of Power System / Wei-Lin Liu ; Wen-Jing Xu ; Yan-Jun Zhang ; Nan Liang ; Yan-Dong Yang = 509
• Optimization of TOC Task Scheduling Based on T-Type Hybrid Preemption Priority Queueing System / Jiahui Liu ; Jiale Zhang ; Xianchuan Wang ; Kai Song ; Xianchao Wang = 516
• Cyber Intelligence for Industrial, IoT, and Smart City
• Big Data Technology and “Internet + Sports Health”Industry Development / Tingting Gou = 527
• The Application of Computer Internet of Things in Modern Agricultural Planting Management / Li Ge ; Jun Chen = 535
• The Application of Computer Technology in Sports Training and Competition / Dengjun Luo = 543
• The Application of BIM Technology in Landscape Garden Engineering Projects / Chunyan Zhu ; Lu Zheng ; Yang Liu ; Rong Li ; Zhen Zhang ; Ying Xie ; Jinyu Feng = 550
• Net Generation, Digital Natives and Learning Commons / Yubo Huang ; Liyan Wang = 557
• Coal Power Technology Exhibition and Intelligent Power Generation / Yunlong Xing ; Ying Huang ; Shunwen Zhou = 564
• Incremental Food Sample Detection Method Based on Spark Framework / Mingxiao Jin ; Xiaomin Shang = 573
• Development of the Portable Air Monitoring System Based on the Tiny6410 / Fan Wang ; Lei Tian ; Xufan Huang = 579
• Authentication and Encryption System for User Information Security in Power Grid System / Ping Huang ; Wei Liu ; Xinlin Liu ; Wei Deng ; Shijing Tong ; Yuan Liu ; Anji Zuo = 586
• Numerical Simulations of Natural Cross-Ventilation in a Typical Building with Emphasis on the Inlet Turbulence Parameters / Yiqiong Wang ; Hua Zhang = 592
• Design of Automatic Control System for Water Level of Water Tank Based on Proteus and Keil Software / Bin Yang ; Jiayu Yang ; Junzhe Li = 598
• Design of Water Level Control System for Water Tank Based on Programmable Controller / Yongcheng Huang ; Xianming Wu ; Zhen Xu = 606
• The Classification of Composite Machine, Multi-functional Machine, Functional Combination of Machine and Multi-purpose Machine in the Harmonized System / Wanpu Wang ; Shuang Liang = 613
• Construction of Smart Service Platform in the Perspective of Smart City Development / Zhenxing Ge ; Ying Hu = 619
• Current School Sports Intelligence System Based on Artificial Intelligence and Internet of Things Technology / Qi Sun = 625
• Simulation of Operating System and Hardware Stripping Based on Sandbox Technology / Zheheng Liang ; Xiaolu Zhang ; Daohuan Jiang ; Wuqiang Shen ; Hao Li = 633
• Based on FBG Array Intelligent Sensor System / Zhichao Liu ; Lijuan Li ; Maosheng Hou ; Xuezhu Lin ; Chunhui Liu = 639
• Automatic Measurement and Control Model of Aviation Equipment Based on Adaptive Learning Rate Strategy / Guangna Zhang = 646
• Dynamic Prediction Model of Greenhouse Soil Moisture Driven by CPS Spatiotemporal Events / Xiaoyong Bo ; You Tang = 652
• Technology Architecture of Smart Grid Information Security Defense System / Ping Huang ; Wei Liu ; Xinlin Liu ; Wei Deng ; Shijing Tong ; Yuan Liu ; Anji Zuo = 660
• Performance of Chirp CSK for Integrated Wideband Communication / Ying Shang = 666
• Ternary Optical Computer Task Dispatch Model Based on Priority Queuing System / Jiale Zhang ; Jiahui Liu ; Xianchuan Wang ; Kai Song ; Xianchao Wang = 674
• Cyber Intelligence for CV Process and Data Mining Data Stream Clustering Algorithm in Data Mining / Yue Shu = 685
• Fusion Tracking Algorithm for High Complexity Continuous Moving Image Based on Gray Pixel Space Reconstruction / Minglei Yi = 691
• Practice on Human Posture Based on OpenCV / Zhiming Li = 698
• A Comparison Study of Three Types of Parameter Estimation Methods on Weibull Model / Shu Guo ; Xiaofeng Wang ; Yang Liu ; Xiaogang Zhu ; Ying Zhai = 706
• Security Risk and Protection Mechanism of Privacy Data of the Elderly in the Smart Pension System / Ping Xia = 712
• Research Progress on an Intelligent Production and Distribution of the Remote Sensing Products / Dezhen Kong ; Jinhuan Zhao ; Meng Tian ; Yang Liu = 719
• Exploring the Cultivation of Associative Thinking Under the Environment of Informatization / Bin Wang = 725
• Segmentation Based on Particle Swarm Optimization / Xiaoxue Song ; Hong Li = 731
• Broadband EDFA Used for the Experimental Study of Sensing / Xiaobo Zhou = 737
• Digital Design of Bronze Based on Characteristic Outline Recognition / Licheng Zong = 744
• The Application of Computer Animation Technology in Information Education in Colleges and Universities / Xiaoyu Liu = 751
• Design of 3D Animation Online Education / Deng Pan ; Xin Guo = 757
• 3D Modeling System of Lidar Point Cloud Processing Algorithm Based on Artificial Intelligence / Wanyi Zhang ; Xiuhua Fu ; Wei Li = 764
• Speech Emotion Recognition Model Based on CRNN-CTC / Zijiang Zhu ; Weihuang Dai ; Yi Hu ; Junhua Wang ; Junshan Li = 771
• Overview of Intelligent Building Research Based on Citation Analysis / Jie Dong ; Yanjun Yin = 779
• Construction of User Information Interaction Behaviors Analysis System of Participatory Online Video Websites / Jie Dong ; Xixi Liu = 785
• Computer-Aided Recognition Method for Bronze Decoration / Licheng Zong = 791
• Fast Relative Orientation Algorithm of Tilt Photogrammetry / Tianyu Luo ; Chaosheng Tang ; Jun Ye ; Bo Tang = 798
• An Intelligent Power Grid Oriented Data Mining Engine Construction Approach / Kelong Wang = 806
• Discovering the Diverse Types of Multi-degree Valence Relations Combined with Their Context / Qianqian Zhang ; Yang Sun ; Weidong Liu = 812
• Patent Semantic Community Detection Based on Game Theory / Yang Sun ; Shi Liu ; Weidong Liu = 818
• Multi-degree Valence Relation Based Topical Matching Model in Patent Trading / Zenghui Kang ; Yang Sun ; Weidong Liu = 825
• A Subtopic Classification Method Based on Latent Dirichlet
• Allocation Model and Topic Similarity / Biao Zhang ; Guangli Zhu ; Shunxiang Zhang = 832
• Micro-blog Sentiment Analysis Based on Emoticon Preferences and Emotion Commonsense / Xinyan Xu ; Shunxiang Zhang = 838
• An Analysis Method of User Group’s Emotional Tendency in Hot Topic of Microblog / Aoqiang Zhu ; Shunxiang Zhang = 845
• User Behavior Data Analysis of Taobao Online Based on Flink-Based K-Means Algorithm / Kunpeng Cai ; Lijuan Ma = 852
• Cyber Intelligence for Health and Education Informatics A Probe into the Mixed Teaching Design of College English Translation in the Era of Educational Big Data / Zhenhua Wei = 863
• The Path of Improving the Effectiveness of Ideological and Political Education from the Perspective of Educational Informatization / Jieqiong Zhou = 869
• Combination of Information Technology and College English in the Age of Media / Xiaoxue Ma ; Zhonggang Li = 875
• College Physical Education Based on Multimedia Network Teaching Platform / Yuhui Ge = 882
• The Application of Modern Computer Information Technology in the Teaching of Customs Declaration and Inspection Course in Higher Vocational Education / Kexing Du = 890
• The Design of Learning Management Mode of Higher Vocational Students Based on Internet Information Fusion / Cong Huang = 898
• Teaching Mode of Hospital Information System Based on MOOC Platform During the Epidemic Period of COVID-19 / Yue Su = 904
• Demand Analysis of New Engineering Talents and Exploration of Specialty Construction Path in Application-Oriented Universities Under Intelligent Information Environment / Caihong Li ; Junjie Huang ; Xinzhi Tian ; Zhihui Lin = 911
• Teaching Reform of Online Open Course of “Multimedia Technology and Application” Under the Standard of “Gold Course”/ Jing Wang = 917
• On Using Intelligent Means to Help Epidemic Prevention and Control to Realize Urban Governance Modernization / Ruoyu Li ; Pengcheng Xue ; Xiaoxian Qin = 924
• Relationship Analysis Model of College Students’ Mental Health Education and Innovation Ability Based on Association Rule Analysis / Wenjuan Hao ; Xiaolong He = 930
• Research on Speech Reconstruction Algorithm for Speech Disorder Patients Based on Compressed Sensing / Chun Ma ; Fangfang Li = 936
• Short Paper Session
• Female University Students’ Innovation and Entrepreneurship Education Model in the Information Age / Shan Tian = 945
• Access Location of Distributed Generators in Power Grid / Lei Wang ; Pan Dai ; Zhesheng Hu ; Ying Wang ; Yanfang Zhou ; Tao Huang = 950
• Development of Human Capital in Indian Information Industry / Wenwu Yang ; Jun Dai = 955
• How the Internet Affects the Development of Retail Industry / Ying Chen = 960
• Economic Thinking of Big Data Killing in the Internet Era / Jiayao Chen = 966
• Transmission Technology Innovation and UHV Technology Under Smart Grid / Jin Li = 971
• Application of Electrical Engineering and Its Automation in Construction of Smart Grid / Meng Wang = 976
• Network Security Defense Model and Simulation Analysis Based on Big Data / Lu Zhao = 982
• Stability Analysis of a Wind Turbine Tower System Based on ANSYS Workbench / Qiao Li = 987
• The Fusion and Innovation of Human Resource Management and Big Data Technology / Dian Jia = 992
• The Path Selection of the Development of Movie Animation in the Information Age / Wang Hao = 997
• Necessity and Countermeasures of Big Data Security and Privacy Protection / Yong Jiao = 1002
• On the Construction of Personnel Training System of “Ai + Education”/ Dongmei Liang = 1007
• Construction of Intelligent Campus Information Under the Background of Big Data / Peilu Feng = 1012
• Construction of Educational Information Law Guarantee System / Aiqun Chen = 1018
• Analysis of Smooth Operation of Members and Cooperatives Based on Markov Chain / Xue-ying Lu ; Liang-ju Wang ; Li Wang = 1024
• Wireless Sensor Network Topology Research on Internet of Things Model / Wang Zhenling ; Shulei Wu = 1030
• Modeling Method of Traction Motor Control System of EMU Based on TCN / Hongmei Guo ; Jianjian He = 1036
• Low Frequency Weak Signal Detection System Based on Embedded / Hong Yaoqiu ; Shulei Wu = 1041
• The Development and Innovation of Financial Enterprises Based on Artificial Fish Swarm Algorithm / Shanshan Feng = 1046
• The Construction Model of Logistics Park Information Management Platform Based on ESB / Weimin Zhong = 1052
• Agent Based Simulation of Enterprise Entrepreneurship and Innovation Based on DQN / Xiaolong Jiang = 1058
• Algorithm Analysis of Vehicle Pollutant Emission Based on Optimization / Yang Kaixi ; Zhao Weihua = 1064
• Block Chain Algorithm Rationality on Financial Game Rules Impact Study / Li Qiang ; Yin Zhang = 1070
• Computer Aided Design and Rapid Restoration of Cultural Relics / Zhaoli Qi = 1076
• Urban Road and Bridge Information Management System Based on GIS / Shufang Li ; Jian Zhang = 1081
• Bridge Deformation Monitoring Based on High Precision Beidou Positioning / Tianyu Luo = 1086
• Big Data Computer Aided Drug Design and Its Application in New Pesticide Research and Development / Chen Tiantian = 1092
• Urban Landscape Design Optimization Based on Interactive Genetic Algorithm / Guorui Li = 1097
• The Security of Website Based on ASP Technology / LingXi Ma ; Liufen Li ; Zouyu Xie = 1103
• Application of Computer Aided Design Technology in Garment Structure Design / Yang Ji ; Shulei Wu = 1108
• Secure Big Data Computing Based on Trusted Computing and Key Management / Mei Yang ; Fancheng Fu = 1114
• 3D Animation Scene Plane Design Based on Virtual Reality Technology / Zhiyuan Ying ; Jun Ye ; Ziteng Wang = 1119
• Construction of Evolutionary Relation Model Based on K-NJ Algorithm / FengFeng Luo ; Shulei Wu = 1125
• A Scheduling Strategy of Cloud and Fog Collaborative Computing Based on Execution Time Evaluation / Kelong Wang = 1130
• The Service Management Supporting Centralized Analysis Decision Making and Global Service Sharing / Kelong Wang = 1135
• Author Index = 1141