Database Systems for Advanced Applications 19th International Conference, DASFAA 2014, Bali, Indonesia, April 21-24, 2014. Proceedings, Part I - Bhowmick, Sourav S; Dyreson, Curtis E; Jensen, Christian S; Lee, Mong Li; Muliantara, Agus; Thalheim, Bernhard (Cham : Springer International Publishing, 2014)
Keynote Talk -- Challenges for Dataset Search -- Invited Paper from Recipients of Ten-Year Best Paper Award -- Secure Computation on Outsourced Data: A 10-year Retrospective -- Big Data Management -- Online Indexing and Distributed Querying Model-View Sensor Data in the Cloud -- Discovery of Areas with Locally Maximal Confidence from Location Data -- Multi-way Theta-Join Based on CMD Storage Method -- MIGSOM: A SOM Algorithm for Large Scale Hyperlinked Documents Inspired by Neuronal Migration -- Indexing and Query Processing -- Scalable Numerical Queries by Algebraic Inequality Transformations -- SAQR: An Efficient Scheme for Similarity-Aware Query Refinement -- Concurrent Execution of Mixed Enterprise Workloads on In-Memory Databases -- On Data Partitioning in Tree Structure Metric-Space Indexes -- Graph Data Management -- Improving Performance of Graph Similarity Joins Using Selected Substructures -- Linear Path Skyline Computation in Bicriteria Networks -- Label and Distance-Constraint Reachability Queries in Uncertain Graphs -- Privacy-Preserving Reachability Query Services -- Spatio-temporal Data Management SKY R-tree: An Index Structure for Distance-Based Top-k Query -- Causal Structure Discovery for Spatio-temporal Data Efficient Processing of Which-Edge Questions on Shortest Path Queries -- Reconciling Multiple Categorical Preferences with Double Pareto-Based Aggregation -- Database for Emerging Hardware CARIC-DA: Core Affinity with a Range Index for Cache-Conscious Data Access in a Multicore Environment -- Approximating an Energy-Proportional DBMS by a Dynamic Cluster of Nodes -- APSkyline: Improved Skyline Computation for Multicore Architectures -- Data Mining -- Greedy Filtering: A Scalable Algorithm for K-Nearest Neighbor Graph Construction -- On Mining Proportional Fault-Tolerant Frequent Itemsets -- An Efficient K-means Clustering Algorithm on MapReduce -- Efficient Mining of Density-Aware Distinguishing Sequential Patterns with Gap Constraints -- Probabilistic and Uncertain Data Management Identifying Top k Dominating Objects over Uncertain Data -- Probabilistic Reverse Top-k Queries -- Monitoring Probabilistic Threshold SUM Query Processing in Uncertain Streams -- Efficient Processing of Probabilistic Group Nearest Neighbor Query on Uncertain Data -- Web and Social Data Management -- Popularity Tendency Analysis of Ranking-Oriented Collaborative Filtering from the Perspective of Loss Function -- Rating Propagation in Web Services Reputation Systems: A Fast Shapley Value Approach -- CLUSM: An Unsupervised Model for Microblog Sentiment Analysis Incorporating Link Information -- Location Oriented Phrase Detection in Microblogs -- Data Mining -- Ensemble Pruning: A Submodular Function Maximization Perspective -- Identify and Trace Criminal Suspects in the Crowd Aided by Fast Trajectories Retrieval -- Multi-Output Regression with Tag Correlation Analysis for Effective Image Tagging -- The Ranking Based Constrained Document Clustering Method and Its Application to Social Event Detection -- Spatio-temporal Data Management.-A Skylining Approach to Optimize Influence and Cost in Location Selection -- Geo-Social Skyline Queries -- Reverse-Nearest Neighbor Queries on Uncertain Moving Object Trajectories -- Selectivity Estimation of Reverse k-Nearest Neighbor Queries -- Graph Data Management -- Efficient Sampling Methods for Shortest Path Query over Uncertain Graphs -- Exploiting Transitive Similarity and Temporal Dynamics for Similarity Search in Heterogeneous Information Networks -- Top-k Similarity Matching in Large Graphs with Attributes -- On Perspective-Aware Top-k Similarity Search in Multi-relational Networks -- Security, Privacy and Trust (Su(B-uncertainty Anonymization by Partial Suppression -- Access Control for Data Integration in Presence of Data Dependencies -- Thwarting Passive Privacy Attacks in Collaborative Filtering -- Privacy-Preserving Schema Reuse -- Web and Social Data Management -- Any Suggestions? Active Schema Support for Structuring Web Information -- ADI: Towards a Framework of App Developer Inspection -- Novel Community Recommendation Based on a User-Community Total Relation -- User Interaction Based Community Detection in Online Social Networks -- Keyword Search.-Object Semantics for XML Keyword Search -- Large-Scale Similarity Join with Edit-Distance Constraints -- Topical Presentation of Search Results on Database -- An Efficient Approach for Mining Top-k High Utility Specialized Query Expansions on Social Tagging Systems -- Data Stream Management -- Novel Techniques to Reduce Search Space in Periodic-Frequent Pattern Mining -- Inferring Road Type in Crowdsourced Map Services -- Rights Protection for Trajectory Streams -- Efficient Detection of Emergency Event from Moving Object Data Streams -- Data Quality -- Cost Reduction for Web-Based Data Imputation -- Incremental Quality Inference in Crowdsourcing -- Repair Diversification for Functional Dependency Violations -- Industrial Papers -- BigOP: Generating Comprehensive Big Data Workloads as a Benchmarking Framework -- A*DAX: A Platform for Cross-Domain Data Linking, Sharing and Analytics -- Optimizing Database Load and Extract for Big Data Era -- Web Page Centered Communication System Based on a Physical Property -- Demo Papers -- TaxiHailer: A Situation-Specific Tax iPick-Up Points Recommendation System -- Camel: A Journey Group T-Pattern Mining System Based on Instagram Trajectory Data -- Harbinger: An Analyzing and Predicting System for Online Social Network Users' Behavior -- Cloud-Scale Transaction Processing with ParaDB System: A Demonstration -- BSMA-Gen: A Parallel Synthetic Data Generator for Social Media Timeline Structures -- A Mobile Log Data Analysis System Based on Multidimensional Data Visualization -- Tutorials -- Similarity-Based Analytics for Trajectory Data: Theory, Algorithms and Applications -- Graph Mining Approaches: From Main Memory to Map/Reduce -- Crowdsourced Algorithms in Data Management.s
Keywords: Computer science; Database management; Data mining; Information Storage and Retrieval