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Database Systems for Advanced Applications

DASFAA 2017 International Workshops: BDMS, BDQM, SeCoP, and DMMOOC, Suzhou, China, March 27-30, 2017, Proceedings

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Zhifeng Bao

    1. Royal Melbourne Institute of Technology , Melbourne, Australia

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  2. Goce Trajcevski

    1. Northwestern University , Evanston, USA

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  3. Lijun Chang

    1. University of New South Wales , Sydney, Australia

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  4. Wen Hua

    1. The University of Queensland , Brisbane, Australia

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10179)

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 2017.

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Table of contents (37 papers)

  1. Front Matter

    Pages I-XIV
    Download chapter PDF

  2. BDMS

    1. Front Matter

      Pages 1-1
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    2. Automatically Classify Chinese Judgment Documents Utilizing Machine Learning Algorithms

      • Miaomiao Lei, Jidong Ge, Zhongjin Li, Chuanyi Li, Yemao Zhou, Xiaoyu Zhou et al.
      Pages 3-17

    3. A Partitioning Scheme for Big Dynamic Trees

      • Atsushi Sudoh, Tatsuo Tsuji, Ken Higuchi
      Pages 18-34

    4. Optimization Factor Analysis of Large-Scale Join Queries on Different Platforms

      • Chao Yang, Qian Wang, Qing Yang, Huibing Zhang, Jingwei Zhang, Ya Zhou
      Pages 35-46

    5. Which Mapping Service Should We Select in China?

      • Detian Zhang, Jia-ao Wang, Fei Chen
      Pages 47-59

    6. An Online Prediction Framework for Dynamic Service-Generated QoS Big Data

      • Jianlong Xu, Changsheng Zhu, Qi Xie
      Pages 60-74

    7. Discovering Interesting Co-location Patterns Interactively Using Ontologies

      • Xuguang Bao, Lizhen Wang
      Pages 75-89

    8. LFLogging: A Latch-Free Logging Scheme for PCM-Based Big Data Management Systems

      • Wenqiang Wang, Peiquan Jin, Shouhong Wan, Lihua Yue
      Pages 90-102

    9. RTMatch: Real-Time Location Prediction Based on Trajectory Pattern Matching

      • Dong Zhenjiang, Deng Jia, Jiang Xiaohui, Wang Yongli
      Pages 103-117

    10. Online Formation of Large Tree-Structured Team

      • Cheng Ding, Fan Xia, Gopakumar, Weining Qian, Aoying Zhou
      Pages 118-132

    11. Cell-Based DBSCAN Algorithm Using Minimum Bounding Rectangle Criteria

      • Tatsuhiro Sakai, Keiichi Tamura, Hajime Kitakami
      Pages 133-144

    12. Time-Aware and Topic-Based Reviewer Assignment

      • Hongwei Peng, Haojie Hu, Keqiang Wang, Xiaoling Wang
      Pages 145-157

    13. Adaptive Bayesian Network Structure Learning from Big Datasets

      • Yan Tang, Qidong Zhang, Huaxin Liu, Wangsong Wang
      Pages 158-168

    14. A Novel Approach for Author Name Disambiguation Using Ranking Confidence

      • Xueqin Lin, Jia Zhu, Yong Tang, Fen Yang, Bo Peng, Weiling Li
      Pages 169-182

  3. BDQM

    1. Front Matter

      Pages 183-183
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    2. Capture Missing Values with Inference on Knowledge Base

      • Zhixin Qi, Hongzhi Wang, Fanshan Meng, Jianzhong Li, Hong Gao
      Pages 185-194

    3. Weakly-Supervised Named Entity Extraction Using Word Representations

      • Kejun Deng, Dongsheng Wang, Junfei Liu
      Pages 195-203

    4. RDF Data Assessment Based on Metrics and Improved PageRank Algorithm

      • Kai Wei, Pingfang Tian, Jinguang Gu, Li Huang
      Pages 204-212

    5. Efficient Web-Based Data Imputation with Graph Model

      • Yiwen Tang, Hongzhi Wang, Shiwei Zhang, Huijun Zhang, Ruoxi Shi
      Pages 213-226
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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 book constitutes the workshop proceedings of the 22nd International Conference on Database Systems for Advanced Applications, DASFAA 2017, held in Suzhou, China, in March 2017. The 32 full papers and 5 short papers presented were carefully selected and reviewed from 43 submissions to the four following workshops: the 4th International Workshop  on Big Data Management and Service, BDMS 2017; the Second International Workshop on Big Data Quality Management, BDQM 2017; the 4th International Workshop on Semantic Computing and Personalization, SeCoP 2017; and the First International Workshop on Data Management and Mining on MOOCs, DMMOOC 2017.

Editors and Affiliations

  • Royal Melbourne Institute of Technology , Melbourne, Australia

    Zhifeng Bao

  • Northwestern University , Evanston, USA

    Goce Trajcevski

  • University of New South Wales , Sydney, Australia

    Lijun Chang

  • The University of Queensland , Brisbane, Australia

    Wen Hua

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