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

✍ 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: 536
• Series: Lecture Notes in Computer Science 8421 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 -
Challenges for Dataset Search....Pages 1-15
Secure Computation on Outsourced Data: A 10-year Retrospective....Pages 16-27
Online Indexing and Distributed Querying Model-View Sensor Data in the Cloud....Pages 28-46
Discovery of Areas with Locally Maximal Confidence from Location Data....Pages 47-61
Multi-way Theta-Join Based on CMD Storage Method....Pages 62-78
MIGSOM: A SOM Algorithm for Large Scale Hyperlinked Documents Inspired by Neuronal Migration....Pages 79-94
Scalable Numerical Queries by Algebraic Inequality Transformations....Pages 95-109
SAQR: An Efficient Scheme for Similarity-Aware Query Refinement....Pages 110-125
Concurrent Execution of Mixed Enterprise Workloads on In-Memory Databases....Pages 126-140
On Data Partitioning in Tree Structure Metric-Space Indexes....Pages 141-155
Improving Performance of Graph Similarity Joins Using Selected Substructures....Pages 156-172
Linear Path Skyline Computation in Bicriteria Networks....Pages 173-187
Label and Distance-Constraint Reachability Queries in Uncertain Graphs....Pages 188-202
Privacy-Preserving Reachability Query Services....Pages 203-219
SKY R-tree: An Index Structure for Distance-Based Top-k Query....Pages 220-235
Causal Structure Discovery for Spatio-temporal Data....Pages 236-250
Efficient Processing of Which-Edge Questions on Shortest Path Queries....Pages 251-265
Reconciling Multiple Categorical Preferences with Double Pareto-Based Aggregation....Pages 266-281
CARIC-DA: Core Affinity with a Range Index for Cache-Conscious Data Access in a Multicore Environment....Pages 282-296
Approximating an Energy-Proportional DBMS by a Dynamic Cluster of Nodes....Pages 297-311
APSkyline: Improved Skyline Computation for Multicore Architectures....Pages 312-326
Greedy Filtering: A Scalable Algorithm for K-Nearest Neighbor Graph Construction....Pages 327-341
On Mining Proportional Fault-Tolerant Frequent Itemsets....Pages 342-356
An Efficient K-means Clustering Algorithm on MapReduce....Pages 357-371
Efficient Mining of Density-Aware Distinguishing Sequential Patterns with Gap Constraints....Pages 372-387
Identifying Top k Dominating Objects over Uncertain Data....Pages 388-405
Probabilistic Reverse Top- k Queries....Pages 406-419
Monitoring Probabilistic Threshold SUM Query Processing in Uncertain Streams....Pages 420-435
Efficient Processing of Probabilistic Group Nearest Neighbor Query on Uncertain Data....Pages 436-450
Popularity Tendency Analysis of Ranking-Oriented Collaborative Filtering from the Perspective of Loss Function....Pages 451-465
Rating Propagation in Web Services Reputation Systems: A Fast Shapley Value Approach....Pages 466-480
CLUSM: An Unsupervised Model for Microblog Sentiment Analysis Incorporating Link Information....Pages 481-494
Location Oriented Phrase Detection in Microblogs....Pages 495-509
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