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Jianchao Zeng - Data Science: 7th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2021, Taiyuan, China, September 17–20, ... in Computer and Information Science, 1452)

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Jianchao Zeng Data Science: 7th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2021, Taiyuan, China, September 17–20, ... in Computer and Information Science, 1452)
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Data Science: 7th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2021, Taiyuan, China, September 17–20, ... in Computer and Information Science, 1452): summary, description and annotation

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This two volume set (CCIS 1451 and 1452) constitutes the refereed proceedings of the 7th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2021 held in Taiyuan, China, in September 2021.

The 81 papers presented in these two volumes were carefully reviewed and selected from 256 submissions. The papers are organized in topical sections on big data management and applications; social media and recommendation systems; infrastructure for data science; basic theory and techniques for data science; machine learning for data science; multimedia data management and analysis; social media and recommendation systems; data security and privacy; applications of data science; education research, methods and materials for data science and engineering; research demo.

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Book cover of Data Science Volume 1452 Communications in Computer and - photo 1
Book cover of Data Science
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 - photo 2
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
This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use.
The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

This Springer imprint is published by the registered company Springer Nature Singapore Pte Ltd.

The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore

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

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