Innovative Computing: IC 2020

1858 Pages·2020·47.83 MB·English

by  Chao-Tung Yang, Yan Pei, Jia-Wei Chang

Lecture Notes in Electrical Engineering 675
Chao-Tung Yang
Yan Pei
Jia-Wei Chang   Editors
Innovative
Computing
IC 2020
Lecture Notes in Electrical Engineering
Volume 675
SeriesEditors
LeopoldoAngrisani,DepartmentofElectricalandInformationTechnologiesEngineering,UniversityofNapoli
FedericoII,Naples,Italy
MarcoArteaga,DepartamentdeControlyRobótica,UniversidadNacionalAutónomadeMéxico,Coyoacán,
Mexico
BijayaKetanPanigrahi,ElectricalEngineering,IndianInstituteofTechnologyDelhi,NewDelhi,Delhi,India
SamarjitChakraborty,FakultätfürElektrotechnikundInformationstechnik,TUMünchen,Munich,Germany
JimingChen,ZhejiangUniversity,Hangzhou,Zhejiang,China
ShanbenChen,MaterialsScienceandEngineering,ShanghaiJiaoTongUniversity,Shanghai,China
TanKayChen,DepartmentofElectricalandComputerEngineering,NationalUniversityofSingapore,
Singapore,Singapore
RüdigerDillmann,HumanoidsandIntelligentSystemsLaboratory,KarlsruheInstituteforTechnology,
Karlsruhe,Germany
HaibinDuan,BeijingUniversityofAeronauticsandAstronautics,Beijing,China
GianluigiFerrari,UniversitàdiParma,Parma,Italy
ManuelFerre,CentreforAutomationandRoboticsCAR(UPM-CSIC),UniversidadPolitécnicadeMadrid,
Madrid,Spain
SandraHirche,DepartmentofElectricalEngineeringandInformationScience,TechnischeUniversität
München,Munich,Germany
FaryarJabbari,DepartmentofMechanicalandAerospaceEngineering,UniversityofCalifornia,Irvine,CA,
USA
LiminJia,StateKeyLaboratoryofRailTrafficControlandSafety,BeijingJiaotongUniversity,Beijing,China
JanuszKacprzyk,SystemsResearchInstitute,PolishAcademyofSciences,Warsaw,Poland
AlaaKhamis,GermanUniversityinEgyptElTagamoaElKhames,NewCairoCity,Egypt
TorstenKroeger,StanfordUniversity,Stanford,CA,USA
QilianLiang,DepartmentofElectricalEngineering,UniversityofTexasatArlington,Arlington,TX,USA
FerranMartín,Departamentd’EnginyeriaElectrònica,UniversitatAutònomadeBarcelona,Bellaterra,
Barcelona,Spain
TanCherMing,CollegeofEngineering,NanyangTechnologicalUniversity,Singapore,Singapore
WolfgangMinker,InstituteofInformationTechnology,UniversityofUlm,Ulm,Germany
PradeepMisra,DepartmentofElectricalEngineering,WrightStateUniversity,Dayton,OH,USA
SebastianMöller,QualityandUsabilityLaboratory,TUBerlin,Berlin,Germany
SubhasMukhopadhyay,SchoolofEngineering&AdvancedTechnology,MasseyUniversity,
PalmerstonNorth,Manawatu-Wanganui,NewZealand
Cun-ZhengNing,ElectricalEngineering,ArizonaStateUniversity,Tempe,AZ,USA
ToyoakiNishida,GraduateSchoolofInformatics,KyotoUniversity,Kyoto,Japan
FedericaPascucci,DipartimentodiIngegneria,UniversitàdegliStudi“RomaTre”,Rome,Italy
YongQin,StateKeyLaboratoryofRailTrafficControlandSafety,BeijingJiaotongUniversity,Beijing,China
GanWoonSeng,SchoolofElectrical&ElectronicEngineering,NanyangTechnologicalUniversity,
Singapore,Singapore
JoachimSpeidel,InstituteofTelecommunications,UniversitätStuttgart,Stuttgart,Germany
GermanoVeiga,CampusdaFEUP,INESCPorto,Porto,Portugal
HaitaoWu,AcademyofOpto-electronics,ChineseAcademyofSciences,Beijing,China
JunjieJamesZhang,Charlotte,NC,USA
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Chao-Tung Yang Yan Pei Jia-Wei Chang
(cid:129) (cid:129)
Editors
Innovative Computing
IC 2020
123
Editors
Chao-TungYang Yan Pei
Department ofComputer Science Department ofComputer Science
Tunghai University andEngineering
Taichung,Taiwan University of Aizu
Fukushima, Japan
Jia-Wei Chang
Department ofComputer Science
andInformation Engineering
National Taichung University of Science
andTechnology
Taichung,Taiwan
ISSN 1876-1100 ISSN 1876-1119 (electronic)
Lecture Notesin Electrical Engineering
ISBN978-981-15-5958-7 ISBN978-981-15-5959-4 (eBook)
https://doi.org/10.1007/978-981-15-5959-4
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Contents
A Computer-Aided Diagnostic System to Detect Polyp in Computed
Tomographic Colonography Images. . . . . . . . . . . . . . . . . . . . . . . . . . . 1
Xiaoyu Zhan, Jianqiang Li, and Yan Pei
Image Classification Model Using Deep Learning
on the Edge Device. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11
Endah Kristiani, Chao-Tung Yang, Chin-Yin Huang, Yu-Wei Chan,
and Halim Fathoni
The Implementation of Facial Symmetry Assessment Before
and After Orthognathic Surgery Using Transfer Learning . . . . . . . . . 23
Tianyi Zhang, Chao-Tung Yang, Hsiu-Hsia Lin, Lun-Jou Lo,
and Yu-Wei Chan
An Analysis of the Relationship Between Career Decision-Making
Self-efficacy and Career Selection Anxiety of Senior Students . . . . . . . 35
Jingbo Ye
File Management Based on Decision System in Human Resource
Optimization. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 45
Jinxiang Zhang
Operation Strategy of Power System Based on Energy Internet . . . . . 53
Xi Chen, Wenjie Fu, Yong Li, Hang Lv, Xiaoliang Chai, and Hui Wang
Development of a New Type of Personnel Attendance Machine. . . . . . 59
Jian Huang
Analysis of the Influence of Extracurricular Knowledge on College
Students’ Values Based on Knowledge Mapping Theory . . . . . . . . . . . 67
Ying Zhou
v
vi Contents
Construction of the University’s Intelligent Teaching Model Based
on Mobile Technology—Take the Reform of English Curriculum
at Chengdu Neusoft College as an Example. . . . . . . . . . . . . . . . . . . . . 77
Yuebi Li and Bi Zhao
Promotion Path of Children’s Literary Works Reading
in the New Media Age . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 85
Mingxiu Ding
Development Status and Trend of IoT Communication
Technology. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 95
Zhenhua Liu
Suspension System Based on PID Control . . . . . . . . . . . . . . . . . . . . . . 101
Jian Huang
Public Service of Retired Personnel in Colleges and Universities
in the Internet Era. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 107
Yanping Wang
A Review of the Development and Future Trends of Data
Mining Tools . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 113
Guang Chen, RuiXin Chen, XiaoHui Wang, XinDa Li, Wei Liu,
YuBing Kang, and YuKun Song
Intelligent Power Consumption Monitoring Device Based
on Single-Chip Microcomputer . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 121
Keqiang Li
Weibo Public Opinion Monitoring System Based on Sensitive
Information Mining . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 129
Yefan Liu and Keyan Cao
Calculus Teaching Method Based on Artificial Intelligence
Application. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 139
Hesong Yang
Application of Disk Burning Technique on Human Centrifuge
Data Manage . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 147
YifengLi,BaohuiLi,LihuiZhang,XiaoyangWei,QuanWang,ZhaoJin,
and Jinghui Yang
Rural Retirement Destination Project Recommendation and Project
Development Based on Big Data Analysis . . . . . . . . . . . . . . . . . . . . . . 157
Yue Wang and Haisen Lin
Application of Computer “Virtual Reality” Technology in College
Physical Training . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 167
Liwei Li and Chunyuan Liu
Contents vii
Relationships Among Latent Growth Curve Model, Statistic Power,
and Sample Size. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 175
Yan Xu, Jui-Chan Huang, Tzu-Jung Wu, and Ching-Chang Lee
Fault Feature Extraction of Rotating Machinery by Using EMD
and ICA. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 185
Fengli Wang and Yuchao Song
Fault Feature Extraction of Diesel Engine by Using Ensemble EMD
and Morphological Fractal Dimension . . . . . . . . . . . . . . . . . . . . . . . . . 193
Fengli Wang and Yuchao Song
Analysis of Diet Nutrition of Long-Distance Runners Based on Big
Data Monitoring. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 201
Dengfeng Zhang
Multi-source Cooperative Dispatching Technology for the AC/DC
Hybrid Grid. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 209
Qing Fang, Bing Qin, Siqi Guo, Jingyan Liu, Yushu Zhang, Fubo Cui,
Zhensheng Wu, and Junfeng Gui
Application of Computer Intelligent Control Technology in Physical
Education Teaching . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 215
Xiaoming Su and Xin Zhou
License Plate Character Segmentation Algorithm in Intelligent IoT
Visual Label. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 223
Honglin Xie
Computer Simulation on the First Secretary of Poverty
Alleviation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 235
Fang Du, Zhuo Wang, and Meldanjiang Rezik
Construction of School-Enterprise Cooperation Training Platform
for Preschool Education in the “Internet +” Era . . . . . . . . . . . . . . . . . 245
Hui Gao and Lifeng Liu
Design and Implementation of Intelligent Garage Monitoring
System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 251
Junhua Li and Guobao Hao
Numerical Control Machine Tool State Monitoring System
Based on Multidimensional Information . . . . . . . . . . . . . . . . . . . . . . . 259
Mei Tian and Yanhong Sun
Capacity Building of Urban Community Mutual Volunteer
Assistance for the Aged in Hangzhou Based on Intelligent Cities. . . . . 267
Yangfeng Shao, Shengyong Zheng, and Xueping Chen
viii Contents
Application of Mobile Learning in College English Teaching Under
the Background of “Internet +”. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 275
Yu Liu
Standard Influence Evaluation Model Based on SVM—GB
Is Affected by ISO . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 283
Yunpeng Chen, Long Fan, and Hui Shi
Innovative Research on Painting Appreciation Education
Based on Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 291
Wei Dong
Professional Teaching Improvement from the Perspective
of Teaching Diagnosis Reform . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 299
Boru Yang and Kai Liu
Strategy of Promoting the Competitiveness of Homestay Under
the Background of “Internet+” . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 307
Qijie Zeng, Yao Gu, and Jing Tan
Construction of Agricultural Products Marketing System
in the Computer Age . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 319
Ze Gao
Analysis of the Communication Characteristics and Audience Usage
Requirements of Animation Apps . . . . . . . . . . . . . . . . . . . . . . . . . . . . 327
Chuang Chen
Discussion on Constructing a New System of Pharmacy Experiment
Teaching in “Internet +” Teaching. . . . . . . . . . . . . . . . . . . . . . . . . . . . 335
Jing Zhang
Construction of Intelligent Library Self-service and Management
System of College. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 341
Shuiwang Lei
Development Situation of Integrated Space-Terrestrial Network
and Investigation on Key Technologies of Space-Based
Communication . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 349
Yuanming Li, Xuejun Meng, Wen Xia, Feng Shao, and Fan Zhang
Application of High-Throughput Sequencing Data Mining
in Comparison of Gene Expression Profile in Renal Cell Carcinoma
and Normal Renal Cell by RNA-Seq . . . . . . . . . . . . . . . . . . . . . . . . . . 359
Yunhai Yu, Hongmei Xu, Shaoning Guo, and Na Wang
Malfunction Diagnosis of Scrolling Bearing Based on CS-BP. . . . . . . . 367
Li Ai and Wei Xiong
Contents ix
College Oral English Teaching Method Based on Information
Technology. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 373
Yuezhi Hu
Exploration on Reform of Online and Offline Mixed Ideological
and Political Teaching Mode in Higher Vocational Colleges . . . . . . . . 381
Yulong Xie
Practice on Teaching Reform and Innovation of the CAD Course. . . . 389
Chengmei Yan
Mine Cable Fault Precision Locator Based on Atmega16
and FPGA Technology. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 399
Jun Wang and Qiang Liu
Comprehensive Evaluation of High-Quality Development
of Advanced Manufacturing Industry Based on Entropy Method . . . . 407
Xiaoyu Wang, Qian Wang, Yuxin Zhao, and Ying Zhu
Analysis of the Mechanism of Financing Constraints Affecting
Financial Flexibility Based on Big Data . . . . . . . . . . . . . . . . . . . . . . . . 417
Changyuan Qin
Analysis of Hotspots in Domestic Internet Public Opinion Research
in Recent Six Years . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 427
Jingdong Wang, Genhua Shi, and Fanqi Meng
Traffic State Division of Typical Two-Phase Intersection Based
on Informational Split Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 435
Weijie Xiu and Li Wang
Improved Metric-Learning in Artificial Intelligence. . . . . . . . . . . . . . . 447
Fan Gao
An Intelligent Diagnosis Algorithm for Oxygen Decompressor
Manufacturing Process. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 457
Yang Wang, Fei Wang, and Zhuo Wang
Design of Sensible Antenna Engineering Parameters System . . . . . . . . 471
Wenjun Su and Haitao Chen
HVAC System Design Based on Electromechanical Technology
Transformation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 479
Xingzuo Yue and Lei Wu
Electric Energy Substitution Analysis of Typical Industries Based
on Grey Theory . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 487
Changzu Li, Chen Cheng, Xiaomin Xu, Qiang Liu, Bo Miao,
and Dongxiao Niu