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Big Scientific Data Management

First International Conference, BigSDM 2018, Beijing, China, November 30 – December 1, 2018, Revised Selected Papers

  • Jianhui Li
  • Xiaofeng Meng
  • Ying Zhang
  • Wenjuan Cui
  • Zhihui Du
Conference proceedings BigSDM 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11473)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 11473)

Table of contents

  1. Front Matter
    Pages i-xiii
  2. Youling Yue, Di Li
    Pages 6-9
  3. Yunlong Li, Jia Zhong, Fuli Ma, Ziming Zou
    Pages 10-15
  4. Guojin He, Guizhou Wang, Tengfei Long, Huichan Liu, Weili Jiao, Wei Jiang et al.
    Pages 16-31
  5. Chen Yang, Xiaofeng Meng, Zhihui Du, Zhiqiang Duan, Yongjie Du
    Pages 32-43
  6. Chen Yang, Xiaofeng Meng, Zhihui Du, JiaMing Qiu, Kenan Liang, Yongjie Du et al.
    Pages 44-55
  7. Kenan Liang, Wei Guo, Lizhen Cui, Meng Xu, Qingzhong Li
    Pages 56-66
  8. Xiaobin Ma, Zhihui Du, Yankui Sun, Andrei Tchernykh, Chao Wu, Jianyan Wei
    Pages 67-77
  9. Yongjie Du, Xiaofeng Meng, Chen Yang, Zhiqiang Duan
    Pages 78-85
  10. Zhiqiang Duan, Chen Yang, Xiaofeng Meng, Yongjie Du
    Pages 86-91
  11. Wenjia Zhao, Yong Qi, Di Hou, Peijian Wang, Xin Gao, Zirong Du et al.
    Pages 105-115
  12. Baoan Liu, Can Ma, Bing Li, Weiping Wang
    Pages 125-136
  13. Zhenjing Cheng, Yaodong Cheng, Lu Wang, Qingbao Hu, Haibo Li, Qi Xu et al.
    Pages 137-145
  14. Qiulan Huang, Zhanchen Wei, Gongxing Sun, Yaodong Cheng, Zhenjing Cheng, Qingbao Hu
    Pages 146-153
  15. Qi Xu, Zhenjing Cheng, Yaodong Cheng, Gang Chen
    Pages 154-164
  16. Dongjiang Liu, Jianhui Li
    Pages 186-198
  17. Xiaofeng Ouyang, Liang Hong, Lujia Zhang
    Pages 199-211
  18. Zhonglei Fan, Mengru Xu, Jialin Xi, Donghai Li
    Pages 212-223
  19. Liangming Wen, Lili Zhang, Jianhui Li
    Pages 239-254
  20. Pengfei Wang, Wenjuan Cui, Jianhui Li
    Pages 255-262
  21. Yuepeng Li, Zhihong Shen, Jianhui Li
    Pages 275-284
  22. Lili Zhang, Robert R. Downs, Jianhui Li
    Pages 285-290
  23. Lihua Kong, Yan Xi, Yangqin Lang, Yang Wang, Qingfei Zhang
    Pages 291-300
  24. Chao Wu, Liyi Zhou, Chulin Xie, Yuhang Zheng, Jiawei Yu
    Pages 301-318
  25. Back Matter
    Pages 331-332

About these proceedings

Introduction

This book constitutes the refereed proceedings of the First International Conference on Big Scientific Data Management, BigSDM 2018, held in Beijing, Greece, in November/December 2018.

The 24 full papers presented together with 7 short papers were carefully reviewed and selected from 86 submissions. The topics involved application cases in the big scientific data management, paradigms for enhancing scientific discovery through big data, data management challenges posed by big scientific data, machine learning methods to facilitate scientific discovery, science platforms and storage systems for large scale scientific applications, data cleansing and quality assurance of science data, and data policies.

Keywords

big scientific data data management life-cycle management data-driven discovery data processing data policy data cleansing cloud computing machine learning data quality databases map-reduce internet data mining World Wide Web

Editors and affiliations

  1. 1.CNIC, CASBeijingChina
  2. 2.Renmin University of ChinaBeijingChina
  3. 3.Centrum Wiskunde and InformaticaAmsterdamThe Netherlands
  4. 4.CNIC, CASBeijingChina
  5. 5.Tsinghua UniversityBeijingChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-28061-1
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-28060-4
  • Online ISBN 978-3-030-28061-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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