New Trends in Databases and Information Systems

✍ Scribed by Dariusz Rafal Augustyn, Sebastian Zederowski (auth.), Mykola Pechenizkiy, Marek Wojciechowski (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2013
• Tongue: English
• Leaves: 443
• Series: Advances in Intelligent Systems and Computing 185
• Edition: 1
• Category: Library

✦ Synopsis

Database and information systems technologies have been rapidly evolving in several directions over the past years. New types and kinds of data, new types of applications and information systems to support them raise diverse challenges to be addressed. The so-called big data challenge, streaming data management and processing, social networks and other complex data analysis, including semantic reasoning into information systems supporting for instance trading, negotiations, and bidding mechanisms are just some of the emerging research topics. This volume contains papers contributed by six workshops: ADBIS Workshop on GPUs in Databases (GID 2012), Mining Complex and Stream Data (MCSD'12), International Workshop on Ontologies meet Advanced Information Systems (OAIS'2012), Second Workshop on Modeling Multi-commodity Trade: Data models and processing (MMT'12), 1st ADBIS Workshop on Social Data Processing (SDP'12), 1st ADBIS Workshop on Social and Algorithmic Issues in Business Support (SAIBS), and the Ph.D. Consortium associated with the ADBIS 2012 conference that report on the recent developments and an ongoing research in the aforementioned areas.

✦ Table of Contents

Front Matter....Pages 1-12
Front Matter....Pages 1-1
Applying CUDA Technology in DCT-Based Method of Query Selectivity Estimation....Pages 3-12
Processing of Range Query Using SIMD and GPU....Pages 13-25
Towards Optimization of Hybrid CPU/GPU Query Plans in Database Systems....Pages 27-35
Thrust and CUDA in Data Intensive Algorithms....Pages 37-46
Front Matter....Pages 47-47
A Detection of the Most Influential Documents....Pages 49-58
Approximation Algorithms for Massive High-Rate Data Streams....Pages 59-68
Comparing Block Ensembles for Data Streams with Concept Drift....Pages 69-78
Adapting Travel Time Estimates to Current Traffic Conditions....Pages 79-88
SONCA: Scalable Semantic Processing of Rapidly Growing Document Stores....Pages 89-98
Collective Classification Techniques: An Experimental Study....Pages 99-108
Granular Knowledge Discovery Framework....Pages 109-118
Diversity in Ensembles for One-Class Classification....Pages 119-129
Evaluation of Stream Data by Formal Concept Analysis....Pages 131-140
Soft Competitive Learning for Large Data Sets....Pages 141-151
Enhancing Concept Drift Detection with Simulated Recurrence....Pages 153-162
DeltaDens – Incremental Algorithm for On–Line Density–Based Clustering....Pages 163-172
Front Matter....Pages 173-173
Introducing Artificial Neural Network in Ontologies Alignement Process....Pages 175-186
Time Integration in Semantic Trajectories Using an Ontological Modelling Approach....Pages 187-198
WebOMSIE: An Ontology-Based Multi Source Web Information Extraction....Pages 199-208
Front Matter....Pages 209-209
Bidding Languages for Continuous Auctions....Pages 211-220
Front Matter....Pages 209-209
Auction of Time as a Tool for Solving Multiagent Scheduling Problems....Pages 221-230
Application of an Auction Algorithm in an Agent-Based Power Balancing System....Pages 231-240
Multi-commodity Trade Application to the Routing Algorithm for the Delay and Disruptive Tolerant Networks....Pages 241-250
Offers Discovery and Identifying User Requirements for Multi-commodity Trade in Open Markets....Pages 251-260
Fair Resource Allocation in Multi-commodity Networks....Pages 261-269
Front Matter....Pages 271-271
Heuristic Approach to Automatic Wrapper Generation for Social Media Websites....Pages 273-284
Spectral Clustering: Left-Right-Oscillate Algorithm for Detecting Communities....Pages 285-294
Exploiting Potential of the Professional Social Network Portal “SitIT”....Pages 295-304
Modeling and Storing Complex Network with Graph-Tree ....Pages 305-315
Evolution of Author’s Profiles Based on Analysis of DBLP Data....Pages 317-326
Towards Effective Social Network System Implementation....Pages 327-336
Front Matter....Pages 337-337
Community Traffic: A Technology for the Next Generation Car Navigation....Pages 339-348
Situational Requirement Method System: Knowledge Management in Business Support....Pages 349-359
Effectiveness Analysis of Promotional Features Used in Internet Auctions: Empirical Study....Pages 361-370
Front Matter....Pages 371-371
Data Mining Approach to Digital Image Processing in Old Painting Restoration....Pages 373-381
Determining Document’s Semantic Orientation Using k NN Algorithm....Pages 383-393
Designing a Software Transactional Memory for Peer-to-Peer Systems....Pages 395-401
Traceability in Software Architecture Decisions Based on Notes about Documents....Pages 403-413
OLAP Models for Sequential Data – Current State of Research and Open Problems....Pages 415-423
Data Management for Fingerprint Recognition Algorithm Based on Characteristic Points’ Groups....Pages 425-432
Front Matter....Pages 371-371
Data Prefetching Based on Long-Term Periodic Access Patterns....Pages 433-439
E-ETL: Framework For Managing Evolving ETL Processes....Pages 441-449
Back Matter....Pages 0--1

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics); Database Management