Database Systems for Advanced Applications

1. Front Matter

   Pages I-XIV

   PDF

2. BDMS

   1. Front Matter

      Pages 1-1

      PDF

   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

      PDF

   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

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.

• cloud databases
• data mining
• privacy and security in databases
• social data managment
• Web databases
• data warehousing
• database integration
• database performance
• database tuning
• distributed databases
• graph databases
• knowledge discovery
• mobile databases
• multimedia databases
• query processing
• spatial data processing and management
• stream and sensor data management
• temporal data
• uncertain and probabilistic databases

• 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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