Database Systems for Advanced Applications : 17th International Conference, DASFAA 2012, Busan, South Korea, April 15-18, 2012, Proceedings, Part II

by Lee, Sang-goo; Peng, Zhiyong; Zhou, Xiaofang; Moon, Yang-sae; Unland, Rainer

• ISBN13: 9783642290343
• ISBN10: 3642290345
• Format: Paperback
• Copyright: 2012-03-26
• Publisher: Springer Verlag

Summary

This two volume set LNCS 7238 and LNCS 7239 constitutes the refereed proceedings of the 17th International Conference on Database Systems for Advanced Applications, DASFAA 2012, held in Busan, South Korea, in April 2012. The 44 revised full papers and 8 short papers presented together with 2 invited keynote papers, 8 industrial papers, 8 demo presentations, 4 tutorials and 1 panel paper were carefully reviewed and selected from a total of 159 submissions. The topics covered are query processing and optimization, data semantics, XML and semi-structured data, data mining and knowledge discovery, privacy and anonymity, data mangement in the Web, graphs and data mining applications, temporal and spatial data, top-k and skyline query processing, information retrieval and recommendation, indexing and search systems, cloud computing and scalability, memory-based query processing, semantic and decision support systems, social data, data mining.

Table of Contents

Top-k and Skyline Query Processing
Top-k Best Probability Queries on Probabilistic Data	p. 1
Probabilistic Reverse Skyline Query Processing over Uncertain Data Stream	p. 17
Malleability-Aware Skyline Computation on Linked Open Data	p. 33
Information Retrieval and Recommendation
Effective Next-Items Recommendation via Personalized Sequential Pattern Mining	p. 48
Scalable Top-k Keyword Search in Relational Databases	p. 65
Composition and Efficient Evaluation of Context-Aware Preference Queries	p. 81
Indexing and Search Systems
An Automation-Based Index Scheme for On-Demand XML Data Broadcast	p. 96
Colored Range Searching on Internal Memory	p. 111
Circle of Friend Query in Geo-Social Networks	p. 126
A Power Saving Storage Method That Considers Individual Disk Rotation	p. 138
Cloud Computing and Scalability
ComMapReduce: An Improvement of MapReduce with Lightweight Communication Mechanisms	p. 150
Halt or Continue: Estimating Progress of Queries in the Cloud	p. 169
Towards a Scalable, Performance-Oriented OLAP Storage Engine	p. 185
Industrial Papers I: Memory-Based Query Processing
Highly Scalable Speech Processing on Data Stream Management System	p. 203
EVIS: A Fast and Scalable Episode Matching Engine for Massively Parallel Data Streams	p. 213
Real-Time Analysis of ECG Data Using Mobile Data Stream Management System	p. 224
A Main Memory Based Spatial DBMS: Kairos	p. 234
Industrial Papers II: Semantic and Decision Support Systems
Study on the International Standardization for the Semantic Metadata Mapping Procedure	p. 243
Semantics and Usage Statistics for Multi-dimensional Query Expansion	p. 250
Hierarchy-Based Update Propagation in Decision Support Systems	p. 261
An Experiment with Asymmetric Algorithm: CPU Vs. GPU	p. 272
Demo Papers I: Social Data
Tag Association Based Graphical Password Using Image Feature Matching	p. 282
ACARP: Author: Centric Analysis of Research Papers	p. 287
iParticipate: Automatic Tweet Generation from Local Government Data	p. 295
gRecs: A Group Recommendation System Based on User Clustering	p. 299
Demo Papers II: Data Mining
PEACOD: A Platform for Evaluation and Comparison of Database Partitioning Schemes	p. 304
Stream Data Mining Using the MOA Framework	p. 309
Shot Classification Using Domain Specific Features for Movie Management	p. 314
PA-Miner: Process Analysis Using Retrieval, Modeling, and Prediction	p. 319
Panel
Data Management Challenges and Opportunities in Cloud Computing (Abstract)	p. 323
Tutorials
Detecting Clones, Copying and Reuse on the Web (DASFAA 2012 Tutorial)	p. 324
Query Processing over Uncertain and Probabilistic Databases	p. 326
Tutorial: Data Stream Mining and Its Applications (Abstract)	p. 328
Storing, Querying, Summarizing, and Comparing Molecular Networks: The State-of-the-Art	p. 330
Author Index	p. 333
Table of Contents provided by Ingram. All Rights Reserved.