Database Systems for Advanced Applications

1. Front Matter

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2. Data Mining

   1. Ensemble Pruning: A Submodular Function Maximization Perspective

      • Chaofeng Sha, Keqiang Wang, Xiaoling Wang, Aoying Zhou

      Pages 1-15

   2. Identify and Trace Criminal Suspects in the Crowd Aided by Fast Trajectories Retrieval

      • Jianming Lv, Haibiao Lin, Can Yang, Zhiwen Yu, Yinghong Chen, Miaoyi Deng

      Pages 16-30

   3. Multi-Output Regression with Tag Correlation Analysis for Effective Image Tagging

      • Hongyun Cai, Zi Huang, Xiaofeng Zhu, Qing Zhang, Xuefei Li

      Pages 31-46

   4. The Ranking Based Constrained Document Clustering Method and Its Application to Social Event Detection

      • Taufik Sutanto, Richi Nayak

      Pages 47-60

3. Spatio-temporal Data Management

   1. A Skylining Approach to Optimize Influence and Cost in Location Selection

      • Juwei Shi, Hua Lu, Jiaheng Lu, Chengxuan Liao

      Pages 61-76

   2. Geo-Social Skyline Queries

      • Tobias Emrich, Maximilian Franzke, Nikos Mamoulis, Matthias Renz, Andreas Züfle

      Pages 77-91

   3. Reverse-Nearest Neighbor Queries on Uncertain Moving Object Trajectories

      • Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Johannes Niedermayer, Matthias Renz, Andreas Züfle

      Pages 92-107

   4. Selectivity Estimation of Reverse k-Nearest Neighbor Queries

      • Michael Steinke, Johannes Niedermayer, Peer Kröger

      Pages 108-123

4. Graph Data Management

   1. Efficient Sampling Methods for Shortest Path Query over Uncertain Graphs

      • Yurong Cheng, Ye Yuan, Guoren Wang, Baiyou Qiao, Zhiqiong Wang

      Pages 124-140

   2. Exploiting Transitive Similarity and Temporal Dynamics for Similarity Search in Heterogeneous Information Networks

      • Jiazhen He, James Bailey, Rui Zhang

      Pages 141-155

   3. Top-k Similarity Matching in Large Graphs with Attributes

      • Xiaofeng Ding, Jianhong Jia, Jiuyong Li, Jixue Liu, Hai Jin

      Pages 156-170

   4. On Perspective-Aware Top-k Similarity Search in Multi-relational Networks

      • Yinglong Zhang, Cuiping Li, Hong Chen, Likun Sheng

      Pages 171-187

5. Security, Privacy and Trust

   1. ρ-uncertainty Anonymization by Partial Suppression

      • Xiao Jia, Chao Pan, Xinhui Xu, Kenny Q. Zhu, Eric Lo

      Pages 188-202

   2. Access Control for Data Integration in Presence of Data Dependencies

      • Mehdi Haddad, Jovan Stevovic, Annamaria Chiasera, Yannis Velegrakis, Mohand-Saïd Hacid

      Pages 203-217

   3. Thwarting Passive Privacy Attacks in Collaborative Filtering

      • Rui Chen, Min Xie, Laks V. S. Lakshmanan

      Pages 218-233

   4. Privacy-Preserving Schema Reuse

      • Nguyen Quoc Viet Hung, Do Son Thanh, Nguyen Thanh Tam, Karl Aberer

      Pages 234-250

6. Web and Social Data Management

   1. Any Suggestions? Active Schema Support for Structuring Web Information

      • Silviu Homoceanu, Felix Geilert, Christian Pek, Wolf-Tilo Balke

      Pages 251-265

   2. ADI: Towards a Framework of App Developer Inspection

      • Kai Xing, Di Jiang, Wilfred Ng, Xiaotian Hao

      Pages 266-280

   3. Novel Community Recommendation Based on a User-Community Total Relation

      • Qian Yu, Zhiyong Peng, Liang Hong, Bin Liu, Haiping Peng

      Pages 281-295

These two volumes set LNCS 8421 and LNCS 8422 constitutes the refereed proceedings of the 19th International Conference on Database Systems for Advanced Applications, DASFAA 2014, held in Bali, Indonesia, in April 2014. The 62 revised full papers presented together with 1 extended abstract paper, 4 industrial papers, 6 demo presentations, 3 tutorials and 1 panel paper were carefully reviewed and selected from a total of 257 submissions. The papers cover the following topics: big data management, indexing and query processing, graph data management, spatio-temporal data management, database for emerging hardware, data mining, probabilistic and uncertain data management, web and social data management, security, privacy and trust, keyword search, data stream management and data quality.

• big data
• collaborative filtering
• collaborative systems
• crowdsourcing
• data management systems

• School of Computer Engineering, Nanyang Technological University, Singapore, Singapore

  Sourav S. Bhowmick

• Department of Computer Science, Utah State University, Logan, USA

  Curtis E. Dyreson

• Department of Computer Science, Aalborg University, Aalborg Øst, Denmark

  Christian S. Jensen

• Department of Computer Science, National University of Singapore, Singapore, Singapore

  Mong Li Lee

• Department of Computer Science, Udayana University, Badung, Indonesia

  Agus Muliantara

• Information Systems Engineering, Christian-Albrechts-Universität zu Kiel, Kiel, Germany

  Bernhard Thalheim

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