Data Science: 4th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2018, Zhengzhou, China, September 21-23, 2018, Proceedings, Part I

781 Pages·2018·59.671 MB·English

by  Qinglei Zhou, Yong Gan, Weipeng Jing, Xianhua Song, Yan Wang, Zeguang Lu

Qinglei Zhou · Yong Gan
Weipeng Jing · Xianhua Song
Yan Wang · Zeguang Lu (Eds.)
Communications in Computer and Information Science 901
Data Science
4th International Conference
of Pioneering Computer Scientists,
Engineers and Educators, ICPCSEE 2018
Zhengzhou, China, September 21–23, 2018, Proceedings, Part I
123
Communications
in Computer and Information Science 901
Commenced Publication in 2007
Founding and Former Series Editors:
Phoebe Chen, Alfredo Cuzzocrea, Xiaoyong Du, Orhun Kara, Ting Liu,
Dominik Ślęzak, and Xiaokang Yang
Editorial Board
Simone Diniz Junqueira Barbosa
Pontifical Catholic University of Rio de Janeiro (PUC-Rio),
Rio de Janeiro, Brazil
Joaquim Filipe
Polytechnic Institute of Setúbal, Setúbal, Portugal
Igor Kotenko
St. Petersburg Institute for Informatics and Automation of the Russian
Academy of Sciences, St. Petersburg, Russia
Krishna M. Sivalingam
Indian Institute of Technology Madras, Chennai, India
Takashi Washio
Osaka University, Osaka, Japan
Junsong Yuan
University at Buffalo, The State University of New York, Buffalo, USA
Lizhu Zhou
Tsinghua University, Beijing, China
More information about this series at http://www.springer.com/series/7899
Qinglei Zhou Yong Gan
(cid:129)
Weipeng Jing Xianhua Song
(cid:129)
Yan Wang Zeguang Lu (Eds.)
(cid:129)
Data Science
4th International Conference
of Pioneering Computer Scientists,
Engineers and Educators, ICPCSEE 2018
–
Zhengzhou, China, September 21 23, 2018
Proceedings, Part I
123
Editors
Qinglei Zhou Xianhua Song
ZhengzhouUniversity Harbin University of Science
Zhengzhou, Henan andTechnology
China Harbin, China
Yong Gan Yan Wang
ZhengzhouUniversity of Light Industry ZhengzhouInstitute of Technology
Zhengzhou, Henan Zhengzhou, China
China
Zeguang Lu
WeipengJing National Academy of Guo Ding
Northeast Forestry University Institute of Data Science
Harbin, China Beijing,China
ISSN 1865-0929 ISSN 1865-0937 (electronic)
Communications in Computer andInformation Science
ISBN 978-981-13-2202-0 ISBN978-981-13-2203-7 (eBook)
https://doi.org/10.1007/978-981-13-2203-7
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Preface
As the general and program co-chairs of the 4th International Conference of Pioneer
Computer Scientists, Engineers and Educators 2018 (ICPCSEE 2018, originally
ICYCSEE), it is our great pleasure to welcome you to the proceedings of the confer-
ence,whichwasheldinZhengzhou,China,September21–23,2018,hostedbyHenan
ComputerFederationandZhengzhouComputerFederationandZhengzhouUniversity
and Henan Polytechnic University and National Academy of Guo Ding Institute of
DataScience.Thegoalofthisconferenceistoprovideaforumforcomputerscientists,
engineers, and educators.
Thecallforpapersofthisyear’sconferenceattracted 470papersubmissions.After
the hard work of the Program Committee, 125 papers were accepted to appear in the
conference proceedings, with an acceptance rate of 26.5%. The major topic of this
conferencewasdatascience.Theacceptedpaperscoverawiderangeofareasrelatedto
Basic TheoryandTechniquesfor DataScience including MathematicalIssuesinData
Science, Computational Theory for Data Science, Big Data Management and Appli-
cations, Data Quality and Data Preparation, Evaluation and Measurement in Data
Science, Data Visualization, Big Data Mining and Knowledge Management, Infras-
tructure for Data Science, Machine Learning for Data Science, Data Security and
Privacy, Applications of Data Science, Case Study of Data Science, Multimedia Data
Management and Analysis, Data-Driven Scientific Research, Data-Driven Bioinfor-
matics,Data-DrivenHealthcare,Data-DrivenManagement,Data-driveneGovernment,
Data-Driven Smart City/Planet, Data Marketing and Economics, Social Media and
Recommendation Systems, Data-Driven Security, Data-Driven Business Model Inno-
vation, Social and/or Organizational Impacts of Data Science.
WewouldliketothankalltheProgramCommitteemembers,319comingfrom121
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.
Their diverse expertise in each individual research area has helped us to create an
excitingprogramfortheconference.Theircommentsandadvicehelpedtheauthorsto
improve the quality of their papers and gain deeper insights.
Great thanks should also go to the authors and participants for their tremendous
support in making the conference a success. We thank Dr. Lanlan Chang and Jane Li
from Springer, whose professional assistance was invaluable in the production of the
proceedings.
Besides the technical program, this year ICPCSEE offered different experiences to
the participants. We hope you enjoy the conference proceedings.
June 2018 Qinglei Zhou
Yong Gan
Qiguang Miao
Organization
The 4th International Conference of Pioneering Computer Scientists, Engineers and
Educators(ICPCSEE,originallyICYCSEE)2018(http://2018.icpcsee.org)washeldin
Zhengzhou, China, during September 21–23 2018, hosted by Henan Computer Fed-
eration and Zhengzhou Computer Federation and Zhengzhou University and Henan
Polytechnic University and National Academy of Guo Ding Institute of Data Science.
ICPCSEE 2018 General Chair
Qinglei Zhou Zhengzhou University, China
Program Chairs
Yong Gan Zhengzhou Institute of Technology, China
Qiguang Miao Xidian University, China
Program Co-chairs
Qingxian Wang Information Engineering University, China
Fengbin Zheng Henan University, China
JiuCheng Xu Henan Normal University, China
Jiexin Pu Henan University of Science and Technology, China
ZongPu Jia Henan Polytechnic University, China
Zhanbo Li Zhengzhou University, China
Organization Chairs
Yangdong Ye Zhengzhou University, China
WANG Yan Zhengzhou Institute of Technology, China
Dong Liu Henan Normal University, China
Junding Sun Henan Polytechnic University, China
Zeguang Lu National Academy of Guo Ding Institute of Data Science,
China
Organization Co-chairs
Jianmin Wang Zhengzhou University, China
Haitao Li Zhengzhou University, China
Song Yu Zhengzhou University, China
Song Wei Zhengzhou University, China
Sun Yi Zhengzhou University, China
VIII Organization
Yan Gao Henan Polytechnic University, China
Zhiheng Wang Henan Polytechnic University, China
Fan Zhang Zhengzhou Institute of Technology, China
Publication Chairs
Hongzhi Wang Harbin Institute of Technology, China
Weipeng Jing Northeast Forestry University, China
Publication Co-chairs
Xianhua Song Harbin University of Science and Technology, China
Wei Xie Harbin University of Science and Technology, China
Liuyuan Chen Henan Normal University, China
Hui Li Henan Polytechnic University, China
Xiaopeng Chang Henan Finance University, China
Education Chairs
Shenyi Qian Zhengzhou University of Light Industry, China
Miaolei Deng Henan University of Technology, China
Industrial Chairs
Zheng Shan Information Engineering University, China
Zhiyongng Zhang Henan University of Science and Technology, China
Demo Chairs
Tianyang Zhou Information Engineering University, China
Shuhong Li Henan University of Economics and Law, China
Panel Chairs
Bing Xia Zhongyuan University of Technology, China
Huaiguang Wu Zhengzhou University of Light Industry, China
Poster Chairs
Guanglu Sun Harbin University of Science and Technology, China
Liu Xia Sanya Aviation and Tourism College, China
Organization IX
Expo Chairs
Shuaiyi Zhou Henan Smart City Planning and Construction Specialized
Committee, China
Junhao Jia Henan King Source Information Technology Co., Ltd., China
Expo Co-chairs
Liang Bing Henan Smart City Planning and Construction Specialized
Committee, China
Dandan Jia Henan Skylark Marketing Data Services Ltd., China
Registration/Financial Chair
Chunyan Hu National Academy of Guo Ding Institute of Data Science,
China
ICPCSEE Steering Committee
Jiajun Bu Zhejiang University, China
Wanxiang Che Harbin Institute of Technology, China
Jian Chen Paratera, China
Xuebin Chen North China University of Science and Technology, China
Wenguang Chen Tsinghua University, China
Xiaoju Dong Shanghai Jiao Tong University, China
TIAN Feng Institute of Software Chinese Academy of Sciences, China
Qilong Han Harbin Engineering University, China
Yiliang Han Engineering University of CAPF, China
Yinhe Han Institute of Computing Technology, Chinese Academy
of Sciences, China
Hai Jin Huazhong University of Science and Technology, China
Weipeng Jing Northeast Forestry University, China
Wei Li Central Queensland University, Australia
Min Li Central South University, China
Junyu Lin Institute of Information Engineering, Chinese Academy
of Sciences, China
Yunhao Liu Michigan State University, America
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
Zhaowen Qiu Northeast Forestry University, China
Zheng Shan The PLA Information Engineering University, China
Guanglu Sun Harbin University of Science and Technology, China
X Organization
Jie Tang Tsinghua University, China
Hongzhi Wang Harbin Institute of Technology, China
Tao Wang Peking University, China
Xiaohui Wei Jilin University, China
Lifang Wen Beijing Huazhang Graphics & Information Co., Ltd., China
Yu Yao Northeastern University, China
Xiaoru Yuan Peking University, China
Yingtao Zhang Harbin Institute of Technology, China
Yunquan Zhang Institute of Computing Technology, Chinese Academy
of Sciences, China
Liehuang Zhu Beijing Institute of Technology, China
Min Zhu Sichuan University, China
ICPCSEE 2018 Program Committee Members
Chunyu Ai University of South Carolina Upstate, America
Jiyao An Hunan University, China
Xiaojing Bai TsingHua University, China
Ran Bi Dalian University of Technology, China
Yi Cai South China University of Technology, China
Zhipeng Cai Georgia State University, America
Cao Cao State Key Laboratory of Mathematical Engineering
and Advanced Computing, China
Zhao Cao Beijing Institute of Technology, China
Baobao Chang Peking University, China
Richard Chbeir LIUPPA Laboratory, France
Che Nan Harbin University of Science and Technology, China
Wanxiang Che Harbin Institute of Technology, China
Bolin Chen Northwestern Polytechnical University, China
Chunyi Chen Changchun University of Science and Technology, China
Hao Chen Hunan University, China
Quan Chen Guangdong University of Technology, China
Shu Chen Xiangtan University, China
Wei Chen Beijing Jiaotong University, China
Wenliang Chen Soochow University, China
Wenyu Chen University of Electronic Science and Technology of China,
China
Xuebin Chen North China University of Science and Technology, China
Zhumin Chen Shandong University, China
Ming Cheng Zhengzhou University of Light Industry, China
Siyao Cheng Harbin Institute of Technology, China
Byron Choi Hong Kong Baptist University, China
Xinyu Dai Nanjing University, China
Lei Deng Central South University, China
Vincenzo Deufemia University of Salerno, Italy
Jianrui Ding Harbin Institute of Technology, China