Database Systems for Advanced Applications

21st International Conference, DASFAA 2016, Dallas, TX, USA, April 16-19, 2016, Proceedings, Part I

  • Shamkant B. Navathe
  • Weili Wu
  • Shashi Shekhar
  • Xiaoyong Du
  • X. Sean Wang
  • Hui Xiong

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9642)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 9642)

Table of contents

  1. Front Matter
    Pages I-XIX
  2. Crowdsourcing

    1. Front Matter
      Pages 1-1
    2. Qing Liu, Talel Abdessalem, Huayu Wu, Zihong Yuan, Stéphane Bressan
      Pages 3-17
    3. Weikeng Chen, Zhou Zhao, Xinyu Wang, Wilfred Ng
      Pages 18-32
    4. Yili Fang, Hailong Sun, Guoliang Li, Richong Zhang, Jinpeng Huai
      Pages 33-48
  3. Data Quality

    1. Front Matter
      Pages 49-49
    2. Jian Zhou, Zhixu Li, Binbin Gu, Qing Xie, Jia Zhu, Xiangliang Zhang et al.
      Pages 51-66
    3. Chen Ye, Hongzhi Wang, Jianzhong Li, Hong Gao, Siyao Cheng
      Pages 67-81
    4. Meifan Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao
      Pages 82-98
  4. Entity Identification

    1. Front Matter
      Pages 99-99
    2. Jiangtao Zhang, Juanzi Li, Xiao-Li Li, Yao Shi, Junpeng Li, Zhigang Wang
      Pages 101-116
    3. Qiang Yang, Zhixu Li, Binbin Gu, An Liu, Guanfeng Liu, Pengpeng Zhao et al.
      Pages 117-132
    4. Chao Kong, Ming Gao, Chen Xu, Weining Qian, Aoying Zhou
      Pages 133-146
  5. Data Mining and Machine Learning

    1. Front Matter
      Pages 147-147
    2. Xiaoying Wu, Dimitri Theodoratos, Zhiyong Peng
      Pages 180-196
    3. Bing Li, Bin Wang, Rui Zhou, Xiaochun Yang, Chengfei Liu
      Pages 197-213
    4. Yongshan Zhang, Jia Wu, Chuan Zhou, Peng Zhang, Zhihua Cai
      Pages 229-241

Other volumes

  1. Database Systems for Advanced Applications
    21st International Conference, DASFAA 2016, Dallas, TX, USA, April 16-19, 2016, Proceedings, Part I
  2. DASFAA 2016 International Workshops: BDMS, BDQM, MoI, and SeCoP, Dallas, TX, USA, April 16-19, 2016, Proceedings

About these proceedings

Introduction

This two volume set LNCS 9642 and LNCS 9643 constitutes the refereed proceedings of the 21st International Conference on Database Systems for Advanced Applications, DASFAA 2016, held in Dallas, TX, USA, in April 2016.

The 61 full papers presented were carefully reviewed and selected from a total of 183 submissions. The papers cover the following topics: crowdsourcing, data quality, entity identification, data mining and machine learning, recommendation, semantics computing and knowledge base, textual data, social networks, complex queries, similarity computing, graph databases, and miscellaneous, advanced applications.

Keywords

Big data Data mining and knowledge discovery Database management Evolutionary machine learning Information storage and retrieval Bayesian network Benchmarking Classification Computer engineering Crowdsourcing Data quality Deep learning Entity semantic similarity Information systems applications Location-based social networks Query processing Recommender systems Semantics of natural language Social event Supervised learning

Editors and affiliations

  • Shamkant B. Navathe
    • 1
  • Weili Wu
    • 2
  • Shashi Shekhar
    • 3
  • Xiaoyong Du
    • 4
  • X. Sean Wang
    • 5
  • Hui Xiong
    • 6
  1. 1.Georgia Institute of TechnologyAtlantaUSA
  2. 2.University of Texas at DallasRichardsonUSA
  3. 3.University of MinnesotaMinneapolisUSA
  4. 4.Renmin UniversityBeijingChina
  5. 5.Fudan UniversityShanghaiChina
  6. 6.Rutgers, The State University of New JerNew BrunswickUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-32025-0
  • Copyright Information Springer International Publishing Switzerland 2016
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-32024-3
  • Online ISBN 978-3-319-32025-0
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • About this book