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

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.

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Series Title

Lecture Notes in Computer Science 8421 Information Systems and Applications, incl. Internet/Web, and HCI

Call Number

[PRO-SIF-004]

Publisher

: Springer International Publishing., 2014

Collation

-

Language

English

ISBN/ISSN

9783319058108

Classification

-

Content Type

-

Media Type

-

Carrier Type

-

Edition

-

Subject(s)

Database Systems

Specific Detail Info

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 -

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