Database Systems for Advanced Applications: 19th International Conference, DASFAA 2014, Bali, Indonesia, April 21-24, 2014. Proceedings, Part II

✍ Scribed by Sourav S. Bhowmick, Curtis E. Dyreson, Christian S. Jensen, Mong Li Lee, Agus Muliantara, Bernhard Thalheim (eds.)

• Publisher: Springer International Publishing
• Year: 2014
• Tongue: English
• Leaves: 573
• Series: Lecture Notes in Computer Science 8422 Information Systems and Applications, incl. Internet/Web, and HCI
• Edition: 1
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

Front Matter....Pages -
Ensemble Pruning: A Submodular Function Maximization Perspective....Pages 1-15
Identify and Trace Criminal Suspects in the Crowd Aided by Fast Trajectories Retrieval....Pages 16-30
Multi-Output Regression with Tag Correlation Analysis for Effective Image Tagging....Pages 31-46
The Ranking Based Constrained Document Clustering Method and Its Application to Social Event Detection....Pages 47-60
A Skylining Approach to Optimize Influence and Cost in Location Selection....Pages 61-76
Geo-Social Skyline Queries....Pages 77-91
Reverse-Nearest Neighbor Queries on Uncertain Moving Object Trajectories....Pages 92-107
Selectivity Estimation of Reverse k -Nearest Neighbor Queries....Pages 108-123
Efficient Sampling Methods for Shortest Path Query over Uncertain Graphs....Pages 124-140
Exploiting Transitive Similarity and Temporal Dynamics for Similarity Search in Heterogeneous Information Networks....Pages 141-155
Top-k Similarity Matching in Large Graphs with Attributes....Pages 156-170
On Perspective-Aware Top- k Similarity Search in Multi-relational Networks....Pages 171-187
ρ -uncertainty Anonymization by Partial Suppression....Pages 188-202
Access Control for Data Integration in Presence of Data Dependencies....Pages 203-217
Thwarting Passive Privacy Attacks in Collaborative Filtering....Pages 218-233
Privacy-Preserving Schema Reuse....Pages 234-250
Any Suggestions? Active Schema Support for Structuring Web Information....Pages 251-265
ADI: Towards a Framework of App Developer Inspection....Pages 266-280
Novel Community Recommendation Based on a User-Community Total Relation....Pages 281-295
User Interaction Based Community Detection in Online Social Networks....Pages 296-310
Object Semantics for XML Keyword Search....Pages 311-327
Large-Scale Similarity Join with Edit-Distance Constraints....Pages 328-342
Topical Presentation of Search Results on Database....Pages 343-360
An Efficient Approach for Mining Top-k High Utility Specialized Query Expansions on Social Tagging Systems....Pages 361-376
Novel Techniques to Reduce Search Space in Periodic-Frequent Pattern Mining....Pages 377-391
Inferring Road Type in Crowdsourced Map Services....Pages 392-406
Rights Protection for Trajectory Streams....Pages 407-421
Efficient Detection of Emergency Event from Moving Object Data Streams....Pages 422-437
Cost Reduction for Web-Based Data Imputation....Pages 438-452
Incremental Quality Inference in Crowdsourcing....Pages 453-467
Repair Diversification for Functional Dependency Violations....Pages 468-482
BigOP: Generating Comprehensive Big Data Workloads as a Benchmarking Framework....Pages 483-492
A*DAX: A Platform for Cross-Domain Data Linking, Sharing and Analytics....Pages 493-502
Optimizing Database Load and Extract for Big Data Era....Pages 503-512
Web Page Centered Communication System Based on a Physical Property....Pages 513-522
TaxiHailer: A Situation-Specific Taxi Pick-Up Points Recommendation System....Pages 523-526
Camel: A Journey Group T-Pattern Mining System Based on Instagram Trajectory Data....Pages 527-530
Harbinger: An Analyzing and Predicting System for Online Social Network Users’ Behavior....Pages 531-534
Cloud-Scale Transaction Processing with ParaDB System: A Demonstration....Pages 535-538
BSMA-Gen : A Parallel Synthetic Data Generator for Social Media Timeline Structures....Pages 539-542
A Mobile Log Data Analysis System Based on Multidimensional Data Visualization....Pages 543-546
Back Matter....Pages -

✦ Subjects

Database Management; Data Mining and Knowledge Discovery; Information Storage and Retrieval; Information Systems Applications (incl. Internet); Computer Science, general; Computer Science, general