Volume 1452
Communications in Computer and Information Science
Editorial Board
Joaquim Filipe
Polytechnic Institute of Setbal, Setbal, Portugal
Ashish Ghosh
Indian Statistical Institute, Kolkata, India
Raquel Oliveira Prates
Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
Lizhu Zhou
Tsinghua University, Beijing, China
More information about this series at http://www.springer.com/series/7899
Editors
Jianchao Zeng , Pinle Qin , Weipeng Jing , Xianhua Song and Zeguang Lu
Data Science
7th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2021, Taiyuan, China, September 1720, 2021, Proceedings, Part II
1st ed. 2021
Logo of the publisher
Editors
Jianchao Zeng
North University of China, Taiyuan, China
Pinle Qin
North University of China, Taiyuan, China
Weipeng Jing
Northeast Forestry University, Harbin, China
Xianhua Song
Harbin University of Science and Technology, Harbin, China
Zeguang Lu
National Academy of Guo Ding Institute of Data Science, Beijing, China
ISSN 1865-0929 e-ISSN 1865-0937
Communications in Computer and Information Science
ISBN 978-981-16-5942-3 e-ISBN 978-981-16-5943-0
https://doi.org/10.1007/978-981-16-5943-0
Springer Nature Singapore Pte Ltd. 2021
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Preface
As the program chairs of the 7th International Conference of Pioneer Computer Scientists, Engineers and Educators 2021 (ICPCSEE 2021, originally ICYCSEE), it is our great pleasure to welcome you to the conference proceedings. ICPCSEE 2021 was held in Taiyuan, China, during September 1720, 2021, and hosted by the North University of China and the National Academy of Guo Ding Institute of Data Science, China. The goal of this conference series is to provide a forum for computer scientists, engineers, and educators.
This years conference attracted 256 paper submissions. After the hard work of the Program Committee, 81 papers were accepted to appear in the conference proceedings, with an acceptance rate of 31%. The major topic of this conference series is data science. The accepted papers cover a wide range of areas related to basic theory and techniques for data science including mathematical issues in data science, computational theory for data science, 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 security and privacy, applications of data science, case studies, multimedia data management and analysis, data-driven scientific research, data-driven bioinformatics, data-driven healthcare, data-driven management, data-driven eGovernment, data-driven smart city/planet, data marketing and economics, social media and recommendation systems, data-driven security, data-driven business model innovation, and social and/or organizational impacts of data science.
We would like to thank all the Program Committee members, a total of 215 people from 102 different institutes or companies, 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 research area helped us to create an exciting program for the conference. Their comments and advice helped the authors to improve the quality of their papers and gain deeper insights.
We thank Lanlan Chang and Jane Li from Springer, whose professional assistance 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.
Pinle Qin
Weipeng Jing
July 2021
Organization
The 7th International Conference of Pioneering Computer Scientists, Engineers and Educators ( http://2021.icpcsee.org ) was held in Taiyuan, China, during September 1720, 2021, and hosted by the North University of China and the 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
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