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Database Systems for Advanced Applications

22nd International Conference, DASFAA 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part I

  • Selçuk Candan
  • Lei Chen
  • Torben Bach Pedersen
  • Lijun Chang
  • Wen Hua

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10177)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 10177)

Table of contents

  1. Front Matter
    Pages I-XXIII
  2. Semantic Web and Knowledge Management

    1. Front Matter
      Pages 1-1
    2. Yang Du, Hongli Xu, Yu-E Sun, Liusheng Huang
      Pages 3-18
    3. Jun Chen, Chaokun Wang, Heran Lin, Weiping Wang, Zhipeng Cai, Jianmin Wang
      Pages 19-34
  3. Indexing and Distributed Systems

    1. Front Matter
      Pages 69-69
    2. Jiaxi Liu, Renxuan Wang, Xiaofeng Gao, Xiaochun Yang, Guihai Chen
      Pages 71-86
    3. Yanchao Zhu, Zhao Zhang, Peng Cai, Weining Qian, Aoying Zhou
      Pages 87-102
    4. Chenghao Guo, Zhigang Wu, Zhenying He, X. Sean Wang
      Pages 114-128
  4. Network Embedding

    1. Front Matter
      Pages 129-129
    2. Chaozhuo Li, Zhoujun Li, Senzhang Wang, Yang Yang, Xiaoming Zhang, Jianshe Zhou
      Pages 131-147
    3. Zhijuan Du, Zehui Hao, Xiaofeng Meng, Qiuyue Wang
      Pages 148-162
    4. Chaozhuo Li, Senzhang Wang, Dejian Yang, Zhoujun Li, Yang Yang, Xiaoming Zhang et al.
      Pages 163-179
    5. Yuxin Chen, Chenguang Wang
      Pages 180-195
  5. Trajectory and Time Series Data Processing

    1. Front Matter
      Pages 197-197
    2. Zhigang Zhang, Yilin Wang, Jiali Mao, Shaojie Qiao, Cheqing Jin, Aoying Zhou
      Pages 199-214
    3. Xiaqing Wang, Zicheng Fang, Peng Wang, Ruiyuan Zhu, Wei Wang
      Pages 215-230
    4. Zhongjian Lv, Jiajie Xu, Pengpeng Zhao, Guanfeng Liu, Lei Zhao, Xiaofang Zhou
      Pages 231-246
    5. Qiuhong Li, Peng Wang, Yang Wang, Wei Wang, Yimin Liu, Jiaye Wu et al.
      Pages 247-261
  6. Data Mining

    1. Front Matter
      Pages 263-263
    2. Zhongwei Sun, Zhongwen Guo, Xupeng Wang, Jing Liu, Shiyong Liu
      Pages 265-278
    3. Cairong Yan, Qinglong Zhang, Xue Zhao, Yongfeng Huang
      Pages 309-323
  7. Query Processing and Optimization (I)

    1. Front Matter
      Pages 325-325
    2. Markus Endres, Timotheus Preisinger
      Pages 327-342
    3. Guangxuan Song, Jiansong Ma, Xiaoling Wang, Cheqing Jin, Yu Cao
      Pages 343-360
    4. Anxuan Yu, Qingzhong Meng, Xuan Zhou, Binyu Shen, Yansong Zhang
      Pages 361-375
    5. Jizhou Sun, Jianzhong Li, Hong Gao
      Pages 376-390
  8. Text Mining

    1. Front Matter
      Pages 391-391
    2. Fei Hu, Xiaofei Xu, Jingyuan Wang, Zhanbo Yang, Li Li
      Pages 393-407
    3. Yanghui Rao, Jianhui Pang, Haoran Xie, An Liu, Tak-Lam Wong, Qing Li et al.
      Pages 408-422
    4. Qian Liu, Heyan Huang, Yang Gao, Xiaochi Wei, Ruiying Geng
      Pages 423-438
    5. Jiangping Huang, Shuxin Yao, Chen Lyu, Donghong Ji
      Pages 439-455
  9. Recommendation

    1. Front Matter
      Pages 457-457
    2. Lin Zheng, Fuxi Zhu
      Pages 475-489
    3. Saeid Hosseini, Hongzhi Yin, Meihui Zhang, Xiaofang Zhou, Shazia Sadiq
      Pages 490-506
    4. Cheng Chen, Thomas Lukasiewicz, Xiangwu Meng, Zhenghua Xu
      Pages 507-524
    5. Tianhang Song, Zhaohui Peng, Senzhang Wang, Wenjing Fu, Xiaoguang Hong, Philip S. Yu
      Pages 525-540
  10. Security, Privacy, Senor and Cloud

    1. Front Matter
      Pages 541-541
    2. Jialin Chi, Cheng Hong, Min Zhang, Zhenfeng Zhang
      Pages 559-575
    3. Xiao Liu, An Liu, Xiangliang Zhang, Zhixu Li, Guanfeng Liu, Lei Zhao et al.
      Pages 576-591
    4. Yifeng Luo, Junshi Guo, Jiaye Zhu, Jihong Guan, Shuigeng Zhou
      Pages 592-606
    5. Wenjie Ruan, Peipei Xu, Quan Z. Sheng, Nickolas J. G. Falkner, Xue Li, Wei Emma Zhang
      Pages 607-622
  11. Social Network Analytics (I)

    1. Front Matter
      Pages 623-623
    2. Qian Yan, Hao Huang, Yunjun Gao, Wei Lu, Qinming He
      Pages 625-641

Other volumes

  1. Database Systems for Advanced Applications
    22nd International Conference, DASFAA 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part I
  2. 22nd International Conference, DASFAA 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part II
  3. DASFAA 2017 International Workshops: BDMS, BDQM, SeCoP, and DMMOOC, Suzhou, China, March 27-30, 2017, Proceedings

About these proceedings

Introduction

This two volume set LNCS 10177 and 10178 constitutes the refereed proceedings of the 22nd International Conference on Database Systems for Advanced Applications, DASFAA 2017, held in Suzhou, China, in March 2017.

 The 73 full papers, 9 industry papers, 4 demo papers and 3 tutorials were carefully selected from a total of 300 submissions. The papers are organized around the following topics: semantic web and knowledge management; indexing and distributed systems; network embedding; trajectory and time series data processing; data mining; query processing and optimization; text mining; recommendation; security, privacy, senor and cloud; social network analytics; map matching and spatial keywords; query processing and optimization; search and information retrieval; string and sequence processing; stream date processing; graph and network data processing; spatial databases; real time data processing; big data; social networks and graphs.

Keywords

big data cloud computing data mining machine learning recommender systems algorithms classification clustering communication deep learning emotion detection load balancing mobile devices neural networks privacy QOS query optimization semantics social networks SVM

Editors and affiliations

  • Selçuk Candan
    • 1
  • Lei Chen
    • 2
  • Torben Bach Pedersen
    • 3
  • Lijun Chang
    • 4
  • Wen Hua
    • 5
  1. 1.Arizona State University Tempe - PhoenixUSA
  2. 2.Hong Kong University of Science and Tech Hong KongChina
  3. 3.Aalborg University AalborgDenmark
  4. 4.University of New South Wales SydneyAustralia
  5. 5.The University of Queensland BrisbaneAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-55753-3
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-55752-6
  • Online ISBN 978-3-319-55753-3
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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