Skip to main content
SpringerLink
Log in
Book cover

Database Systems for Advanced Applications

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

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Guoliang Li

    1. Tsinghua University, Beijing, China

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Jun Yang

    1. Duke University, Durham, USA

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Joao Gama

    1. University of Porto, Porto, Portugal

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Juggapong Natwichai

    1. Chiang Mai University, Chiang Mai, Thailand

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Yongxin Tong

    1. Beihang University, Beijing, China

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11446)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: DASFAA 2019.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (47 papers)

  1. Front Matter

    Pages i-xxiv
    Download chapter PDF

  2. Big Data

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Accelerating Real-Time Tracking Applications over Big Data Stream with Constrained Space

      • Guangjun Wu, Xiaochun Yun, Shupeng Wang, Ge Fu, Chao Li, Yong Liu et al.
      Pages 3-18

    3. A Frequency Scaling Based Performance Indicator Framework for Big Data Systems

      • Chen Yang, Zhihui Du, Xiaofeng Meng, Yongjie Du, Zhiqiang Duan
      Pages 19-35

    4. A Time-Series Sockpuppet Detection Method for Dynamic Social Relationships

      • Wei Zhou, Jingli Wang, Junyu Lin, Jiacheng Li, Jizhong Han, Songlin Hu
      Pages 36-51

    5. Accelerating Hybrid Transactional/Analytical Processing Using Consistent Dual-Snapshot

      • Liang Li, Gang Wu, Guoren Wang, Ye Yuan
      Pages 52-69

    6. HSDS: An Abstractive Model for Automatic Survey Generation

      • Xiao-Jian Jiang, Xian-Ling Mao, Bo-Si Feng, Xiaochi Wei, Bin-Bin Bian, Heyan Huang
      Pages 70-86

    7. PU-Shapelets: Towards Pattern-Based Positive Unlabeled Classification of Time Series

      • Shen Liang, Yanchun Zhang, Jiangang Ma
      Pages 87-103

  3. Clustering and Classification

    1. Front Matter

      Pages 105-105
      Download chapter PDF

    2. Discovering Relationship Patterns Among Associated Temporal Event Sequences

      • Chao Han, Lei Duan, Zhangxi Lin, Ruiqi Qin, Peng Zhang, Jyrki Nummenmaa
      Pages 107-123

    3. Efficient Mining of Event Periodicity in Data Series

      • Hua Yuan, Yu Qian, Mengna Bai
      Pages 124-139

    4. EPPADS: An Enhanced Phase-Based Performance-Aware Dynamic Scheduler for High Job Execution Performance in Large Scale Clusters

      • Prince Hamandawana, Ronnie Mativenga, Se Jin Kwon, Tae-Sun Chung
      Pages 140-156

    5. Incremental Discovery of Order Dependencies on Tuple Insertions

      • Lin Zhu, Xu Sun, Zijing Tan, Kejia Yang, Weidong Yang, Xiangdong Zhou et al.
      Pages 157-174

    6. Multi-view Spectral Clustering via Multi-view Weighted Consensus and Matrix-Decomposition Based Discretization

      • Man-Sheng Chen, Ling Huang, Chang-Dong Wang, Dong Huang
      Pages 175-190

    7. SIRCS: Slope-intercept-residual Compression by Correlation Sequencing for Multi-stream High Variation Data

      • Zixin Ye, Wen Hua, Liwei Wang, Xiaofang Zhou
      Pages 191-206

  4. Crowdsourcing

    1. Front Matter

      Pages 207-207
      Download chapter PDF

    2. Fast Quorum-Based Log Replication and Replay for Fast Databases

      • Donghui Wang, Peng Cai, Weining Qian, Aoying Zhou
      Pages 209-226

    3. PDCS: A Privacy-Preserving Distinct Counting Scheme for Mobile Sensing

      • Xiaochen Yang, Ming Xu, Shaojing Fu, Yuchuan Luo
      Pages 227-243

    4. Reinforced Reliable Worker Selection for Spatial Crowdsensing Networks

      • Yang Wang, Junwei Lu, Jingxiao Chen, Xiaofeng Gao, Guihai Chen
      Pages 244-259

    5. SeqST-ResNet: A Sequential Spatial Temporal ResNet for Task Prediction in Spatial Crowdsourcing

      • Dongjun Zhai, An Liu, Shicheng Chen, Zhixu Li, Xiangliang Zhang
      Pages 260-275
Back to top

Other volumes

  1. Database Systems for Advanced Applications

  2. Database Systems for Advanced Applications

  3. Database Systems for Advanced Applications

Keywords

About this book

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.


Editors and Affiliations

  • Tsinghua University, Beijing, China

    Guoliang Li

  • Duke University, Durham, USA

    Jun Yang

  • University of Porto, Porto, Portugal

    Joao Gama

  • Chiang Mai University, Chiang Mai, Thailand

    Juggapong Natwichai

  • Beihang University, Beijing, China

    Yongxin Tong

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation