Data Science: 6th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2020, Taiyuan, China, September 18-21, 2020, Proceedings, Part I

738 Pages·2020·64.97 MB·English

by  Jianchao Zeng, Weipeng Jing, Xianhua Song, Zeguang Lu

Jianchao Zeng · Weipeng Jing ·
Xianhua Song · Zeguang Lu (Eds.)
Communications in Computer and Information Science 1257
Data Science
6th International Conference
of Pioneering Computer Scientists,
Engineers and Educators, ICPCSEE 2020
Taiyuan, China, September 18–21, 2020
Proceedings, Part I
Communications
in Computer and Information Science 1257
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Polytechnic Institute of Setúbal, Setúbal, Portugal
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Indian Statistical Institute, Kolkata, India
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St. Petersburg Institute for Informatics and Automation of the Russian
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Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
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Tsinghua University, Beijing, China
More information about this series at http://www.springer.com/series/7899
Jianchao Zeng Weipeng Jing
(cid:129) (cid:129)
Xianhua Song Zeguang Lu (Eds.)
(cid:129)
Data Science
6th International Conference
of Pioneering Computer Scientists,
Engineers and Educators, ICPCSEE 2020
–
Taiyuan, China, September 18 21, 2020
Proceedings, Part I
123
Editors
JianchaoZeng WeipengJing
NorthUniversity ofChina Northeast Forestry University
Taiyuan,China Harbin, China
Xianhua Song Zeguang Lu
Harbin University of Science National Academy of Guo DingInstitute
andTechnology of DataScience
Harbin, China Beijing,China
ISSN 1865-0929 ISSN 1865-0937 (electronic)
Communications in Computer andInformation Science
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Preface
As the program chairs of the 6th International Conference of Pioneer Computer Sci-
entists, Engineers and Educators 2020 (ICPCSEE 2020, originally ICYCSEE), it was
our great pleasure to welcome you to the conference, which will be held in Taiyuan,
China, September 18–21, 2020, hosted by North University of China and National
AcademyofGuoDingInstituteofDataScience,China.Thegoalofthisconferenceis
to provide a forum for computer scientists, engineers, and educators.
Thisconferenceattracted392papersubmissions.AfterthehardworkoftheProgram
Committee, 98papers were acceptedtoappear inthe conferenceproceedings, withan
acceptancerateof25%.Themajortopicofthisconferenceisdatascience.Theaccepted
paperscoverawiderangeofareasrelatedtobasictheoryandtechniquesfordatascience
includingmathematicalissuesindatascience,computationaltheoryfordatascience,big
data management and applications, data quality and data preparation, evaluation and
measurement in data science, data visualization, big data mining and knowledge
management, infrastructure for data science, machine learning for data science, data
securityandprivacy,applicationsofdatascience,casestudyofdatascience,multimedia
data management and analysis, data-driven scientific research, data-driven bioinfor-
matics, data-driven healthcare, data-driven management, data-driven e-government,
data-driven smartcity/planet, data marketing and economics, social media and recom-
mendation systems, data-driven security, data-driven business model innovation, and
socialand/or organizational impacts ofdata science.
WewouldliketothankalltheProgramCommitteemembers,216comingfrom102
institutes, for their hard work in completing the review tasks. Their collective efforts
made it possible to attain quality reviews for all the submissions within a few weeks.
Theirdiverseexpertiseineachindividualresearch areahelped ustocreateanexciting
programfortheconference.Theircommentsandadvicehelpedtheauthorstoimprove
the quality of their papers and gain deeper insights.
We thank Dr. Lanlan Chang and Jane Li from Springer, whose professional assis-
tance was invaluable in the production of the proceedings. A big thanks also to the
authors and participants for their tremendous support in making the conference a
success.
Besides the technical program, this year ICPCSEE offered different experiences to
the participants. We hope you enjoyed the conference.
June 2020 Pinle Qin
Weipeng Jing
Organization
The 6th International Conference of Pioneering Computer Scientists, Engineers and
Educators(ICPCSEE,originallyICYCSEE)2020(http://2020.icpcsee.org)washeldin
Taiyuan, China, during September 18–21, 2020, hosted by North University of China
and National Academy of Guo Ding Institute of Data Science, China.
General Chair
Jianchao Zeng North University of China, China
Program Chairs
Pinle Qin North University of China, China
Weipeng Jing Northeast Forestry University, China
Program Co-chairs
Yan Qiang Taiyuan University of Technology, China
Yuhua Qian Shanxi University, China
Peng Zhao Taiyuan Normal University, China
Lihu Pan Taiyuan University of Science and Technology, China
Alex kou University of Victoria, Canada
Hongzhi Wang Harbin Institute of Technology, China
Organization Chairs
Juanjuan Zhao Taiyuan University of Technology, China
Fuyuan Cao Shanxi University, China
Donglai Fu North University of China, China
Xiaofang Mu Taiyuan Normal University, China
Chang Song Institute of Coal Chemistry, CAS, China
Organization Co-chairs
Rui Chai North University of China, China
Yanbo Wang North University of China, China
Haibo Yu North University of China, China
Yi Yu North University of China, China
Lifang Wang North University of China, China
viii Organization
Hu Zhang Shanxi University, China
Wei Wei Shanxi University, China
Rui Zhang Taiyuan University of Science and Technology, China
Publication Chair
Guanglu Sun Harbin University of Science and Technology, China
Publication Co-chairs
Xianhua Song Harbin University of Science and Technology, China
Xie Wei Harbin University of Science and Technology, China
Forum Chairs
Haiwei Pan Harbin Engineering University, China
Qiguang Miao Xidian University, China
Fudong Liu Information Engineering University, China
Feng Wang RoarPanda Network Technology Co., Ltd., China
Oral Session and Post Chair
Xia Liu Sanya Aviation and Tourism college, China
Mpetition Committee Chairs
Peng Zhao Taiyuan Normal University, China
Xiangfei Cai Huiying Medical Technology Co., Ltd., China
Registration and Financial Chairs
Chunyan Hu National Academy of Guo Ding Institute of Data
Science, China
Yuanping Wang Shanxi Jinyahui Culture Spreads Co., Ltd., China
ICPCSEE Steering Committee
Jiajun Bu Zhejiang University, China
Wanxiang Che Harbin Institute of Technology, China
Jian Chen ParaTera, China
Wenguang Chen Tsinghua University, China
Xuebin Chen North China University of Science and Technology,
China
Xiaoju Dong Shanghai Jiao Tong University, China
Qilong Han Harbin Engineering University, China
Yiliang Han Engineering University of CAPF, China
Organization ix
Yinhe Han Institute of Computing Technology, CAS, China
Hai Jin Huazhong University of Science and Technology,
China
Weipeng Jing Northeast Forestry University, China
Wei Li Central Queensland University, China
Min Li Central South University, China
Junyu Lin Institute of Information Engineering, CAS, China
Yunhao Liu Michigan State University, USA
Zeguang Lu National Academy of Guo Ding Institute of Data
Science, China
Rui Mao Shenzhen University, China
Qiguang Miao Xidian University, China
Haiwei Pan Harbin Engineering University, China
Pinle Qin North University of China, China
Zheng Shan Information Engineering University, China
Guanglu Sun Harbin University of Science and Technology, China
Jie Tang Tsinghua University, China
Tian Feng Institute of Software Chinese Academy of Sciences,
China
Tao Wang Peking University, China
Hongzhi Wang Harbin Institute of Technology, China
Xiaohui Wei Jilin University, China
lifang Wen Beijing Huazhang Graphics & Information Co., Ltd.,
China
Liang Xiao Nanjing University of Science and Technology, China
Yu Yao Northeastern University, China
Xiaoru Yuan Peking University, China
Yingtao Zhang Harbin Institute of Technology, China
Yunquan Zhang Institute of Computing Technology, CAS, China
Baokang Zhao National University of Defense Technology, China
Min Zhu Sichuan University, China
Liehuang Zhu Beijing Institute of Technology, China
Program Committee Members
Witold Abramowicz PoznańUniversity ofEconomicsandBusiness,Poland
Chunyu Ai University of South Carolina Upstate, USA
Jiyao An Hunan University, China
Ran Bi Dalian University of Technology, China
Zhipeng Cai Georgia State University, USA
Yi Cai South China University of Technology, China
Zhipeng Cai Georgia State University, USA
Zhao Cao Beijing Institute of Technology, China
Richard Chbeir LIUPPA Laboratory, France
Wanxiang Che Harbin Institute of Technology, China
Wei Chen Beijing Jiaotong University, China
x Organization
Hao Chen Hunan University, China
Xuebin Chen North China University of Science and Technology,
China
Chunyi Chen Changchun University of Science and Technology,
China
Yueguo Chen Renmin University of China, China
Zhuang Chen Guilin University of Electronic Technology, China
Siyao Cheng Harbin Institute of Technology, China
Byron Choi Hong Kong Baptist University, China
Vincenzo Deufemia University of Salerno, Italy
Xiaofeng Ding Huazhong University of Science and Technology,
China
Jianrui Ding Harbin Institute of Technology, China
Hongbin Dong Harbin Engineering University, China
Minggang Dong Guilin University of Technology, China
Longxu Dou Harbin Institute of Technology, China
Pufeng Du Tianjin University, China
Lei Duan Sichuan University, China
Xiping Duan Harbin Normal University, China
Zherui Fan Xidian University, China
Xiaolin Fang Southeast University, China
Ming Fang Changchun University of Science and Technology,
China
Jianlin Feng Sun Yat-sen University, China
Yongkang Fu Xidian University, China
Jing Gao Dalian University of Technology, China
Shuolin Gao Harbin Institute of Technology, China
Daohui Ge Xidian University, China
Yu Gu Northeastern University, China
Yingkai Guo National University of Singapore, Singapore
Dianxuan Gong North China University of Science and Technology,
China
Qi Han Harbin Institute of Technology, China
Meng Han Georgia State University, USA
Qinglai He Arizona State University, USA
Tieke He Nanjing University, China
Zhixue He NorthChinaInstituteofAerospaceEngineering,China
Tao He Harbin Institute of Technology, China
Leong Hou University of Macau, China
Yutai Hou Harbin Institute of Technology, China
Wei Hu Nanjing University, China
Xu Hu Xidian University, China
Lan Huang Jilin University, China
Hao Huang Wuhan University, China
Kuan Huang Utah State University, USA
Hekai Huang Harbin Institute of Technology, China