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Database Systems for Advanced Applications

24th International Conference, DASFAA 2019, Chiang Mai, Thailand, April 22–25, 2019, Proceedings, Part II

  • Guoliang Li
  • Jun Yang
  • Joao Gama
  • Juggapong Natwichai
  • Yongxin Tong
Conference proceedings DASFAA 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11447)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 11447)

Table of contents

  1. Front Matter
    Pages i-xxiii
  2. Machine Learning

    1. Front Matter
      Pages 1-1
    2. Max Halford, Philippe Saint-Pierre, Franck Morvan
      Pages 3-19
    3. Fangming Zhong, Zhikui Chen, Geyong Min
      Pages 20-35
    4. Zhenkun Shi, Wanli Zuo, Weitong Chen, Lin Yue, Yuwei Hao, Shining Liang
      Pages 53-69
    5. Yeting Li, Xiaolan Zhang, Jialun Cao, Haiming Chen, Chong Gao
      Pages 70-85
    6. Kangzhi Zhao, Yong Zhang, Yan Zhang, Chunxiao Xing, Chao Li
      Pages 86-103
    7. Lixin Zou, Long Xia, Zhuoye Ding, Dawei Yin, Jiaxing Song, Weidong Liu
      Pages 104-120
    8. Bo Jiang, Zhigang Lu, Ning Li, Jianjun Wu, Feng Yi, Dongxu Han
      Pages 121-138
    9. Haobo Sun, Yingxia Shao, Jiawei Jiang, Bin Cui, Kai Lei, Yu Xu et al.
      Pages 139-155
    10. Jie Xu, Yong Zhang, Li Chao, Chunxiao Xing
      Pages 156-172
    11. Dingming Wu, Dexin Luo, Christian S. Jensen, Joshua Zhexue Huang
      Pages 191-207
  3. Privacy and Graph

    1. Front Matter
      Pages 209-209
    2. Yi Fan, Yongxuan Lai, Chengqian Li, Nan Li, Zongjie Ma, Jun Zhou et al.
      Pages 211-228
    3. Shikha Anirban, Junhu Wang, Md. Saiful Islam
      Pages 229-246
    4. Yutong Ye, Min Zhang, Dengguo Feng, Hao Li, Jialin Chi
      Pages 247-263
    5. Arosha Rodrigo, Miyuru Dayarathna, Sanath Jayasena
      Pages 264-280
    6. Wei Song, Chengliang Shi, Yuan Shen, Zhiyong Peng
      Pages 281-297
  4. Recommendation

    1. Front Matter
      Pages 299-299
    2. Tingting Zhang, Pengpeng Zhao, Yanchi Liu, Jiajie Xu, Junhua Fang, Lei Zhao et al.
      Pages 301-316
    3. Anjing Luo, Pengpeng Zhao, Yanchi Liu, Jiajie Xu, Zhixu Li, Lei Zhao et al.
      Pages 317-332
    4. Jian Liu, Pengpeng Zhao, Yanchi Liu, Jiajie Xu, Junhua Fang, Lei Zhao et al.
      Pages 333-349
    5. Jiahao Yuan, Yuanyuan Jin, Wenyan Liu, Xiaoling Wang
      Pages 350-365
    6. Panpan Wang, Zhao Li, Xuming Pan, Donghui Ding, Xia Chen, Yuexian Hou
      Pages 366-383
    7. Jingwei Ma, Jiahui Wen, Mingyang Zhong, Weitong Chen, Xiaofang Zhou, Jadwiga Indulska
      Pages 384-400
    8. Xue Lei, Yi Cai, Jingyun Xu, Da Ren, Qing Li, Ho-fung Leung
      Pages 401-415
    9. Huiping Yang, Yan Zhao, Jinfu Xia, Bin Yao, Min Zhang, Kai Zheng
      Pages 416-432
    10. Jianwen Yin, Chenghao Liu, Jundong Li, BingTian Dai, Yun-chen Chen, Min Wu et al.
      Pages 433-448
    11. Ming Zhong, Huanyu Cheng, Ying Wang, Yuanyuan Zhu, Tieyun Qian, Jianxin Li
      Pages 464-481
  5. Social Network

    1. Front Matter
      Pages 483-483
    2. Xiaojun Chen, Chao Guo, Yixiang Fang, Rui Mao
      Pages 485-501
    3. Xunxun Wu, Pengfei Jiao, Yaping Wang, Tianpeng Li, Wenjun Wang, Bo Wang
      Pages 502-518
    4. Dingming Wu, Yi Zhu, Christian S. Jensen
      Pages 519-535
    5. Yuliang Ma, Ye Yuan, Guoren Wang, Yishu Wang, Delong Ma, Pengjie Cui
      Pages 536-554
    6. Weizhong Zhao, Huifang Ma, Zhixin Li, Xiang Ao, Ning Li
      Pages 555-571
    7. Hsiu-Yi Wang, Jia-Wei Chang, Jen-Wei Huang
      Pages 572-587
  6. Spatial

    1. Front Matter
      Pages 589-589
    2. Dongjin Yu, Yiyu Wu, Chengfei Liu, Xiaoxiao Sun
      Pages 609-625
    3. Changfa Wu, Yu Gu, Ge Yu
      Pages 626-641
    4. Zhou Zhang, Peiquan Jin, Yuan Tian, Shouhong Wan, Lihua Yue
      Pages 642-659
    5. Hui Zhao, Mingjun Xiao, Jie Wu, An Liu, Baoyi An
      Pages 660-677
    6. Lianming Zhou, Xuanhao Chen, Yan Zhao, Kai Zheng
      Pages 678-693
  7. Spatio-Temporal

    1. Front Matter
      Pages 695-695
    2. Shunfeng Peng, Yanyan Shen, Yanmin Zhu, Yuting Chen
      Pages 697-712
    3. Qize Jiang, Weiwei Sun, Baihua Zheng, Kunjie Chen
      Pages 713-729
    4. Junsha Chen, Neng Gao, Cong Xue, Chenyang Tu, Daren Zha
      Pages 730-747

Other volumes

  1. 24th International Conference, DASFAA 2019, Chiang Mai, Thailand, April 22–25, 2019, Proceedings, Part I
  2. Database Systems for Advanced Applications
    24th International Conference, DASFAA 2019, Chiang Mai, Thailand, April 22–25, 2019, Proceedings, Part II
  3. DASFAA 2019 International Workshops: BDMS, BDQM, and GDMA, Chiang Mai, Thailand, April 22–25, 2019, Proceedings

About these proceedings

Introduction

This two-volume set LNCS 11446 and LNCS 11447 constitutes the refereed proceedings of the 24th International Conference on Database Systems for Advanced Applications, DASFAA 2019, held in Chiang Mai, Thailand, in April 2019.

The 92 full papers and 64 short papers were carefully selected from a total of 501 submissions. In addition, 13 demo papers and 6 tutorial papers are included. The full papers are organized in the following topics: big data; clustering and classification; crowdsourcing; data integration; embedding; graphs; knowledge graph; machine learning; privacy and graph; recommendation; social network; spatial; and spatio-temporal. The short papers, demo papers, and tutorial papers can be found in the volume LNCS 11448, which also includes the workshops of DASFAA 2019.

Keywords

artificial intelligence data mining computational linguistics computer networks data stream image processing information retrieval natural language processing systems neural networks query processing recommender systems search engines semantics social networks

Editors and affiliations

  1. 1.Tsinghua UniversityBeijingChina
  2. 2.Duke UniversityDurhamUSA
  3. 3.University of PortoPortoPortugal
  4. 4.Chiang Mai UniversityChiang MaiThailand
  5. 5.Beihang UniversityBeijingChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-18579-4
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-18578-7
  • Online ISBN 978-3-030-18579-4
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site