Ebook: Database Systems for Advanced Applications: 17th International Conference, DASFAA 2012, Busan, South Korea, April 15-19, 2012, Proceedings, Part II
- Tags: Database Management, Data Mining and Knowledge Discovery, Information Storage and Retrieval, Information Systems Applications (incl. Internet), Multimedia Information Systems, User Interfaces and Human Computer Interaction
- Series: Lecture Notes in Computer Science 7239
- Year: 2012
- Publisher: Springer-Verlag Berlin Heidelberg
- Edition: 1
- Language: English
- pdf
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 management 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.
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.
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.
Content:
Front Matter....Pages -
Top-k Best Probability Queries on Probabilistic Data....Pages 1-16
Probabilistic Reverse Skyline Query Processing over Uncertain Data Stream....Pages 17-32
Malleability-Aware Skyline Computation on Linked Open Data....Pages 33-47
Effective Next-Items Recommendation via Personalized Sequential Pattern Mining....Pages 48-64
Scalable Top-k Keyword Search in Relational Databases....Pages 65-80
Composition and Efficient Evaluation of Context-Aware Preference Queries....Pages 81-95
An Automaton-Based Index Scheme for On-Demand XML Data Broadcast....Pages 96-110
Colored Range Searching on Internal Memory....Pages 111-125
Circle of Friend Query in Geo-Social Networks....Pages 126-137
A Power Saving Storage Method That Considers Individual Disk Rotation....Pages 138-149
ComMapReduce: An Improvement of MapReduce with Lightweight Communication Mechanisms....Pages 150-168
Halt or Continue: Estimating Progress of Queries in the Cloud....Pages 169-184
Towards a Scalable, Performance-Oriented OLAP Storage Engine....Pages 185-202
Highly Scalable Speech Processing on Data Stream Management System....Pages 203-212
EVIS: A Fast and Scalable Episode Matching Engine for Massively Parallel Data Streams....Pages 213-223
Real-Time Analysis of ECG Data Using Mobile Data Stream Management System....Pages 224-233
A Main Memory Based Spatial DBMS: Kairos....Pages 234-242
Study on the International Standardization for the Semantic Metadata Mapping Procedure....Pages 243-249
Semantics and Usage Statistics for Multi-dimensional Query Expansion....Pages 250-260
Hierarchy-Based Update Propagation in Decision Support Systems....Pages 261-271
An Experiment with Asymmetric Algorithm: CPU Vs. GPU....Pages 272-281
Tag Association Based Graphical Password Using Image Feature Matching....Pages 282-286
iParticipate: Automatic Tweet Generation from Local Government Data....Pages 287-294
gRecs: A Group Recommendation System Based on User Clustering....Pages 295-298
PEACOD: A Platform for Evaluation and Comparison of Database Partitioning Schemes....Pages 299-303
Stream Data Mining Using the MOA Framework....Pages 304-308
Shot Classification Using Domain Specific Features for Movie Management....Pages 309-313
PA-Miner: Process Analysis Using Retrieval, Modeling, and Prediction....Pages 314-318
Data Management Challenges and Opportunities in Cloud Computing....Pages 319-322
Detecting Clones, Copying and Reuse on the Web (DASFAA 2012 Tutorial)....Pages 323-323
Query Processing over Uncertain and Probabilistic Databases....Pages 324-325
Tutorial: Data Stream Mining and Its Applications....Pages 326-327
Storing, Querying, Summarizing, and Comparing Molecular Networks: The State-of-the-Art....Pages 328-329
Back Matter....Pages 330-331
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