Application of Intelligent Systems in Multi-modal Information Analytics : Proceedings of the 2020 International Conference on Multi-model Information Analytics (MMIA2020), Volume 2

This book presents the proceedings of the 2020 International Conference on Intelligent Systems Applications in Multi-modal Information Analytics, held in Changzhou, China, on June 18–19, 2020. It provides comprehensive coverage of the latest advances and trends in information technology, science and engineering. It addresses a number of broad themes, including data mining, multi-modal informatics, agent-based and multi-agent systems for health and education informatics, which inspire the development of intelligent information technologies. The contributions cover a wide range of topics such as AI applications and innovations in health and education informatics; data and knowledge management; multi-modal application management; and web/social media mining for multi-modal informatics. Outlining promising future research directions, the book is a valuable resource for students, researchers and professionals, and a useful reference guide for newcomers to the field. Front Matter ....Pages i-xv Front Matter ....Pages 1-1 Noise Data Removal Method of Frequency Response Curve Based on MNKriging Interpolation Algorithm (Ling Wei, Zijuan Guo, Shaolei Zhai, Cong Qi, En Wang, Tao Deng et al.)....Pages 3-10 An Analysis Method of Multi Round Interactive Semantics for Power Enterprises Based on Solr Engine (Zheheng Liang, Jijun Zeng, Daohuan Jiang, Gongfeng Zhu)....Pages 11-16 Simplification Method of Two-Level Stroke Line Based on Painting Sequence (Yu Lin)....Pages 17-23 Typical Risk Situations in Driving Situations (Yulei Liu)....Pages 24-31 Construction of Smart Campus Under the Background of Big Data (Peilu Feng)....Pages 32-36 Mass Fashion Life Service Space in Intelligent Cities (Hesen Li)....Pages 37-42 Development Background of China’s Energy Internet Industry and Experiences (Shanshan Wu, Xingpei Ji, Qingkun Tan, Rui Tang)....Pages 43-48 Probe on Curriculum Design of Electronic Circuit Based on Multisim14.0 (Guangjun Yuan, Jiyuan Sun, Zhenjun Lei, Yang Lu)....Pages 49-55 Coupling Dynamics of Complex Electromechanical System (Zhouhong He, Xiaowen Liao)....Pages 56-61 Development Strategy of Educational Robot Industry Based on Big Data Analysis (Jingqiu Yang, Yiquan Shi)....Pages 62-68 Selection of Urban Rail Transit Connection Mode Under Nested Logit Model (Tao Liu)....Pages 69-74 Design Method of Aerobics Teaching Assistant Platform Based on 5G Technology (Qiong Huang, Fubin Wang)....Pages 75-81 Transformation and Upgrading of Manufacturing Industry Under the Background of the Digital Economy (Haiyan Jiang, Xuhui Chen)....Pages 82-87 Effect of Heat Treatment on Microstructure and Properties of Wear-Resistant Cast Steel with High Strength and Toughness (Haijun Cui, Bo Zhang, Meng Wang)....Pages 88-94 Computer Aided Design and Manufacture of Pen Holder for Complex Mechanical Parts (Zhanbin Gu)....Pages 95-100 The Design and Implementation of Seismic Hazard Emergency Assessment System of Dongguan (Ping He, Xiuwu Chen, Ting He)....Pages 101-107 Role of Robot Technique in the Manufacture of New Energy Vehicle Engineering (Juan Shao)....Pages 108-113 Intelligent Vibration Control Method of Wire Rope Lifting Equipment (Ye Tian)....Pages 114-122 Development Path of Energy Internet Industry for Grid Enterprises Based on the Industrial Development Priority Model (Shanshan Wu, Rui Tang)....Pages 123-130 Application of PLC Technology in Electrical Engineering and Automation Control (Meng Wang)....Pages 131-135 Development of Multifunctional Calculator Based on MCU (Microcontroller Unit) (Qinzhu Wang)....Pages 136-142 Innovative Path of IAP Education in Colleges and Universities Under the Background of “Smart Campus” (Shengli Wang)....Pages 143-148 Autonomous Vehicle Control System Based on Mecanum Wheel (Yanchun Cheng, Yu Liu, Rundong Wang, Yong Liu, Rui Zhou)....Pages 149-156 Analysis and System Construction of Information-Based Engineering Management Theory (Jieyun Yang)....Pages 157-162 Device for Super Capacitor Constant Power Charging (Shun Wang, Yixian Chen)....Pages 163-170 Robust Optimization Model of Island Energy System Based on Uncertainty of Wind and Photovoltaic (Zhihong Gu, Huiwen Qi, Zhuo Liu, Rong Zhang)....Pages 171-179 Exploration and Research on Project Engineering Management Mode Based on BIM (Dongfeng Li)....Pages 180-184 Building Optimization Based on Wind Environment Simulation Analysis (Zhuo Wei, Ningning Xie, Zhe Jiao)....Pages 185-194 Feasibility Study of Zero Trust Security in the Power Industry (Fei Hu, Wei Liu, Danni Wang, Ran Ran)....Pages 195-204 Construction of Digital Factory Platform Based on Intelligent Manufacturing (Ying Kou, Longfei Zhang, Liang Zhou)....Pages 205-211 Application of Internet of Things in the Construction of Smart City (Ge Guo, Liang Pang)....Pages 212-217 Adaptive Modeling Algorithm in Distributed Aircraft Intelligent Control System (Zhang Jinhe, Sun Shujian, Hong Tao, Du Bin)....Pages 218-223 Adaptive Control of Wind Power System Based on TMS320 (Zenghui Guo)....Pages 224-230 The Zynq-7000 SoC on UltraScale Architecture (Zhiwei Tang)....Pages 231-236 VHDL Design of Motor Control Module on FPGA (Zhiwei Tang, Xiaoqing Chen)....Pages 237-245 Front Matter ....Pages 247-247 Survey of Computer Vision Synchronous Positioning and Map Construction Technology (Hong Zhang, Ping Yang, Hongjiao Xue, Shixia Lv)....Pages 249-255 Application of Conditional Generative Adversarial Network in Image Super-Resolution Reconstruction (Xiang Wei, Feng Wang, Xi Chen, Yongjie Yan, Ping Chen, Sheng Liu)....Pages 256-265 Automatic Visual Inspection System for Injection Molding Parts of Automobile Center Console (Wenqing Chi, Bin Xue, Xiaofei Li, Yuhang Zhang, Shuangben Jiao)....Pages 266-273 Efficient Clustering Algorithm in Dynamic Nearest Neighbor Selection Model (Jingxin An)....Pages 274-279 Marketing Strategy of Knowledge-Based Virtual Community (Zhi Li)....Pages 280-285 Two-Way Recommendation System for Intelligent Employment of College Students Based on Data Mining (Yifan Zhang, Qian Liu, Qingpeng Meng)....Pages 286-292 Investigation on Knowledge Reduction and Rule Fusion Based on Probability Graph Model (Yun Duan, Hongbo Ouyang, Sheng Duan)....Pages 293-298 Relation Model Between High-Level Athletes’ Energy Consumption Mode and Physical Function (Zhenjun Xu, Weidong Hu)....Pages 299-305 Face Alignment by Coarse-to-Fine Deep Convolution Network on Mobile Device (Huaping Liu)....Pages 306-312 Process Design and Computer Software Simulation of Complex Parts Pen Barrel (Xiurong Zhu)....Pages 313-318 Application of CAD Combined with Computer Image Processing Technology in Mechanical Drawing (Ning Fan)....Pages 319-324 Scene Merging Technology with High Adaptability (Jiuchao Li, Liang Zhou, Ou Qi)....Pages 325-330 The Relation of Self-efficacy and Well-Being of Primary Managers: The Mediating Role of Hope (Jun Luo, Yulan Yu)....Pages 331-335 Image Feature Matching Before Image Fusion (Dingyun Jin, Ou Qi, Xiaoyan Gao)....Pages 336-342 The Role of Drone Photography in City Mapping (Shiheng Zhao)....Pages 343-348 A Cognitive Analysis of Conceptual Metaphors of Color Idioms in English and Chinese Based on Data Mining (Shiqing Zhou)....Pages 349-355 Bibliometric Analysis of Benchmarking Literatures at Home and Abroad on the Basis of CNKI Database (Cheng Wang, Huifan Luo)....Pages 356-361 Distributed Image Fire Detection and Alarm System Based on Machine Learning (Yang Du, Yufeng Fan)....Pages 362-371 Combination of Pre-processing Techniques to Improve the Performance of Target Recognition in SAR Imagery (Pengju Zhao)....Pages 372-382 College English Teaching and Testing Based on Data Mining (Bing Xu)....Pages 383-387 Information Management Mechanism of Informationization Under Cluster Analysis Algorithm (Bo Hu, Yangchun Yuan, Yongcai Wang, Hancong Huangfu)....Pages 388-394 Development and Application of Video Monitoring System for Poles Based on Ubiquitous Internet of Things Technology (Hongli Liu, Nan Li, Ye Zhao, Liyun Zhang, Xuetao Zhou)....Pages 395-401 Talent Demand Analysis of LIS Based on Python and Apriori (Xinyu Wu)....Pages 402-408 Design of Management Learning System Based on SVM Algorithm (Guo Xiaozhou)....Pages 409-414 The Application of Improved Genetic Algorithm and Least Square Method in Computer Mathematical Modeling (Nana Chen, Zhongyu Bai)....Pages 415-418 Research on Properties of Pore Fissures Based on the CART Algorithm (Dawei Dai, Ling Zhang)....Pages 419-425 Recognition Algorithm for Emotion of Japanese Feminine Terms Based on Generalized Semantic Analysis (Xiaoyu Ge, Chang Liu)....Pages 426-432 Optimizing Design of College Teaching Based on C4.5 Algorithm (Gong Sha)....Pages 433-437 Application of SVM Algorithm in Teaching Process Evaluation (Guo Jianliang)....Pages 438-443 Design of Enterprise Human Resource Management System Based on Oracle Data Mining Technology (Qian Liangliang, Yuwei Wang)....Pages 444-449 Research on Image Feature Processing Based on FPGA (YuXin Cai, ZhiGuo Yan, Jia Yang, Bo Zhao)....Pages 450-458 Design and Application Research of Targeted Persons Control System Based on Big Data (Jinbo Wu, San-you Zhang, Zhiguo Yan)....Pages 459-466 Front Matter ....Pages 467-467 An Innovative Teaching Mode Based on Programming Contest (Yongjun Luo, Hong Zheng)....Pages 469-477 The Design of Comprehensive Quality Evaluation System Under the Reform of China’s College Entrance Examination (Xianglin Zhang, Xiaolin Ge)....Pages 478-485 Efficient Teaching Management Based on Information Technology (Cuijuan Wei)....Pages 486-492 Discussion of the Higher Vocational English Teaching in the Informatization Digital Network (Guolan Yang)....Pages 493-500 The Construction of Intelligent Classroom System Based on CC2530 (Yue Yang, Dewei Kong)....Pages 501-507 Development Method of Japanese Translation Teaching Assistant Platform Based on Information Technology (Xiaoxu Xu)....Pages 508-513 Thinking and Exploration of Teaching Management in Colleges and Universities Based on Network Information Technology Such as MOOC (Xin Sui)....Pages 514-518 Computer Multimedia Technology in the Construction of Classroom Atmosphere in College Ideological and Political Education (Guoyong Liu)....Pages 519-524 Application of Speech Recognition Technology in Pronunciation Correction of College Oral English Teaching (Caiyun Liu)....Pages 525-530 Construction of Evaluation-Index System of College Teachers’ Intelligent Teaching Ability Under the Background of Educational Informationization 2.0 (Dongyan Sun)....Pages 531-537 Construction of the Practical Base of Information Sharing Courses Based on Finance (Chengwei Zhang, Xinyan Li)....Pages 538-545 The Application of MOOC in College Students’ Mental Health Teaching (Fei Wang)....Pages 546-551 Plan of Physical Education Teaching Platform Based on Campus Network Technology (Juan Yi, Jie Huang)....Pages 552-558 Development of Teaching Software for Power Electronic Technology Course (Hengjuan Liu)....Pages 559-565 Practice of University Curriculum Construction Under the Background of Informationization (Wei Cong, Jing Liu)....Pages 566-572 Course Construction Process of MOOC (Wei Cong, Hongkun Yu, Jing Liu)....Pages 573-578 MOOCs and Developing College English Teaching (Luqi Li)....Pages 579-584 Influence of Media Technology on the Development of Contemporary Children’s Literature (Mingxiu Ding)....Pages 585-591 Reform and Thoughts of Learning-Centered Classroom Teaching Based on the Cloud Space of World University City (Jinliang Wang, Xuefeng Xie)....Pages 592-597 Challenges and Countermeasures of Family Education in the Information Age (Chaoxi Qian)....Pages 598-604 New Age MOOCS Teaching in Music Class of College (Guofeng Liu)....Pages 605-610 Construction of Behavior-Oriented Smart Teaching Model in Mobile New Media Environment-Take the Course “NC Machine Tool Programming and Operation” as an Example (Lei Shi)....Pages 611-616 Innovation and Practice of “1 + N” Compound Design Talents Training Model in Computer Networks: A Case Study of New Higher Education Group Co-founded Undergraduate Program (Yuanyuan Li)....Pages 617-623 College Hotel Management Teaching Mode Based on Computer Information (Yuerong Wang)....Pages 624-629 Design of Calligraphy Online Course in Primary and Secondary Schools Based on K-Means Algorithm (Ouyang Xuxia)....Pages 630-635 Factors Restricting the Quality of Equipment Support (Ou Qi, Xiaoyan Gao, Lei Zhang, Wenhua Shi)....Pages 636-640 Present Situation, Problems and Countermeasures of China’s Information Industry (Qiang Ping)....Pages 641-645 Application of Information Technology in the Teaching of Art Design Courses (Qunying Li)....Pages 646-650 Sentiment Analysis of Painting Based on Deep Learning (Yu Lin)....Pages 651-655 Informatization of English Teaching and Its Practical Path (Yongxin Li)....Pages 656-661 A Comparative Analysis of Traditional Test of College Oral English and Computer-Based Oral English Test (Xuejing Wu)....Pages 662-666 Customer Satisfaction Evaluation of Airline Based on PLS_SEM (Huali Cai, Xuemei Wei, Yanjun Gu, Fang Wu)....Pages 667-671 Image Projection Space Invariant Technology (Yibo Wang, Ou Qi, Xiaoyan Gao)....Pages 672-676 Secure Network Coding Technology (Zhiwei Jin)....Pages 677-681 A Brief Analysis of the Investigation and Electronic Information Experiment Teaching in Higher Vocational Colleges (Jiao Xue, Wei Sai, Feifei Gao, Guiling Fan)....Pages 682-686 An Algorithm for Predicting the Optimal Path of Forehand Hitting Long Ball in the Backcourt (Ning Zhang, Feng Dong)....Pages 687-691 Feature Extraction of Basketball Shooting Based on Apriori Algorithm (Wei Zou, Zhixiang Jin)....Pages 692-696 Innovative Design of Mouse Based on Cloud Computing (Chen Jinxia)....Pages 697-702 Teaching of Secretary Based on Mobile Phone Teaching Software Application (Yang Jie, Yang Jing)....Pages 703-707 Design of Teaching System of College Students Based on KNN Algorithm (Hao Yifeng)....Pages 708-712 Fault Diagnosis System of New Energy Vehicle Based on Hidden Markov Model (Li Taotao)....Pages 713-718 Evaluation of Tourism Landscape Ecological Environment Based on AHP and Fuzzy Mathematics (Cao Peng, Cui Jing)....Pages 719-723 Collection and Processing Method of Big Data of Network Public Opinion (Chen Feng, Zhang Dali, Fu Xianjun)....Pages 724-728 Internet Finance Innovation and Entrepreneurship Based on Classification Algorithm (Guo Honglei)....Pages 729-733 Research on Embedded Technology in Industrial Control Networking (Hong Yaoqiu)....Pages 734-738 Application of Vision Guarding Technique in Intelligent Grasp of Industrial Robot (Lingyan Kong)....Pages 739-744 K-Means Algorithm in Classical Landscape Design Thought and Modern Landscape Design (Guorui Li)....Pages 745-750 Optimization Design of Refrigerator Turnover Beam Based on CAE Simulation Technology (Li Qiuli, Li Yan, Zhao Yonghao, Li Hailin, Luo Hui)....Pages 751-755 Design College Scores Test System Based on C4.5 Algorithm (Li Tian)....Pages 756-760 Design of Agricultural Precision Irrigation System Based on Wireless Sensor Network (WSN) (Wensen Lin)....Pages 761-765 Network Security Situation Awareness Strategy Based on Markov Game Model (Chengfei Lu)....Pages 766-771 Design of Class Management System Based on Naive Bayes Algorithm (Mao Xu, Haiyan Huang)....Pages 772-777 Hybrid Development of Teaching and Reading Online Course Based on FA Algorithm (Luo Xiaoli, Liu Wenjun)....Pages 778-782 Analysis of Rural Tourism Based on C4.5 (Meng Na, Li Yan)....Pages 783-787 Design of Flexible DC Distribution Control System (Xuntao Shi, Qingpai Ke, Hao Bai, Min Xu, Quan Xu, Zhiyong Yuan et al.)....Pages 788-792 3D Modeling Technology in 3D Film and Television Animation Production (Sun Wen)....Pages 793-797 Construction of Real Estate Featured Price Model Based on Massive Transaction Data (Tian Shan)....Pages 798-802 Enterprise Strategy Management Online Learning with CART Algorithm (Yuwei Wang, Liangliang Qian)....Pages 803-808 Deep Learning Strategies in Media Teaching System Based on ADABoost Algorithm (Wang Chang Jiang)....Pages 809-814 College Online Learning System Based on NLP Algorithm (Xiao Caifeng)....Pages 815-819 Design and Implementation of Music Online Network Course Based on Cloud Computing (Xuenan Yang)....Pages 820-825 Conceptual Cognition and Visual Design of Cloud Computing Products (Zhang Jing)....Pages 826-831 The Application Status and Integration Strategies of Digital Learning Apps for College Students (Jianwu He)....Pages 832-837 Computer Aided Design of Modern Decorative Pattern (Zhong Jiao)....Pages 838-843 The Computer-Aided Design of Miao Costume Patterns Based on Big Data (Gao Tao)....Pages 844-849 Portable Article Management System Based on Wireless Sensing Technology (Bo Zhao, Zhiguo Yan, Jia Yang, Cheng Cheng)....Pages 850-853 Correction to: Design and Application Research of Targeted Persons Control System Based on Big Data (Jinbo Wu, San-you Zhang, Zhiguo Yan)....Pages C1-C1 Back Matter ....Pages 855-858