New Trends in Databases and Information Systems: 17th East European Conference on Advances in Databases and Information Systems

✍ Scribed by Yamine Ait Ameur, Witold Andrzejewski (auth.), Barbara Catania, Tania Cerquitelli, Silvia Chiusano, Giovanna Guerrini, Mirko Kämpf, Alfons Kemper, Boris Novikov, Themis Palpanas, Jaroslav Pokorný, Athena Vakali (eds.)

• Publisher: Springer International Publishing
• Year: 2014
• Tongue: English
• Leaves: 404
• Series: Advances in Intelligent Systems and Computing 241
• Edition: 1
• Category: Library

✦ Synopsis

This book reports on state-of-art research and applications in the field of databases and information systems. It includes both fourteen selected short contributions, presented at the East-European Conference on Advances in Databases and Information Systems (ADBIS 2013, September 1-4, Genova, Italy), and twenty-six papers from ADBIS 2013 satellite events. The short contributions from the main conference are collected in the first part of the book, which covers a wide range of topics, like data management, similarity searches, spatio-temporal and social network data, data mining, data warehousing, and data management on novel architectures, such as graphics processing units, parallel database management systems, cloud and MapReduce environments. In contrast, the contributions from the satellite events are organized in five different parts, according to their respective ADBIS satellite event: BiDaTA 2013 - Special Session on Big Data: New Trends and Applications); GID 2013 – The Second International Workshop on GPUs in Databases; OAIS 2013 – The Second International Workshop on Ontologies Meet Advanced Information Systems; SoBI 2013 – The First International Workshop on Social Business Intelligence: Integrating Social Content in Decision Making; and last but not least, the Doctoral Consortium, a forum for Ph.D. students. The book, which addresses academics and professionals alike, provides the readers with a comprehensive and timely overview of new trends in database and information systems research, and promotes new ideas and collaborations among the different research communities of the eastern European countries and the rest of the world.

✦ Table of Contents

Front Matter....Pages 1-22
New Trends in Databases and Information Systems: Contributions from ADBIS 2013....Pages 1-13
Front Matter....Pages 15-15
New Ontological Alignment System Based on a Non-monotonic Description Logic....Pages 17-25
Spatiotemporal Co-occurrence Rules....Pages 27-35
R  + +  -Tree: An Efficient Spatial Access Method for Highly Redundant Point Data....Pages 37-44
Labeling Association Rule Clustering through a Genetic Algorithm Approach....Pages 45-52
Time Series Queries Processing with GPU Support....Pages 53-60
Rule-Based Multi-dialect Infrastructure for Conceptual Problem Solving over Heterogeneous Distributed Information Resources....Pages 61-68
Distributed Processing of XPath Queries Using MapReduce....Pages 69-77
A Query Language for Workflow Instance Data....Pages 79-86
When Too Similar Is Bad: A Practical Example of the Solar Dynamics Observatory Content-Based Image-Retrieval System....Pages 87-95
Viable Systems Model Based Information Flows....Pages 97-104
On Materializing Paths for Faster Recursive Querying....Pages 105-112
XSLTMark II – A Simple, Extensible and Portable XSLT Benchmark....Pages 113-120
ReMoSSA: Reference Model for Specification of Self-adaptive Service-Oriented-Architecture....Pages 121-128
DSD: A DaaS Service Discovery Method in P2P Environments....Pages 129-137
Front Matter....Pages 139-139
Designing Parallel Relational Data Warehouses: A Global, Comprehensive Approach....Pages 141-150
Big Data New Frontiers: Mining, Search and Management of Massive Repositories of Solar Image Data and Solar Events....Pages 151-158
Extraction, Sentiment Analysis and Visualization of Massive Public Messages....Pages 159-168
Desidoo, a Big-Data Application to Join the Online and Real-World Marketplaces....Pages 169-175
GraphDB – Storing Large Graphs on Secondary Memory....Pages 177-186
Front Matter....Pages 139-139
Hadoop on a Low-Budget General Purpose HPC Cluster in Academia....Pages 187-192
Discovering Contextual Association Rules in Relational Databases....Pages 193-202
Challenges and Issues on Collecting and Analyzing Large Volumes of Network Data Measurements....Pages 203-212
Front Matter....Pages 213-213
GPU-Accelerated Query Selectivity Estimation Based on Data Clustering and Monte Carlo Integration Method Developed in CUDA Environment....Pages 215-224
Exploring the Design Space of a GPU-Aware Database Architecture....Pages 225-234
Dynamic Compression Strategy for Time Series Database Using GPU....Pages 235-244
Online Document Clustering Using GPUs....Pages 245-254
Front Matter....Pages 255-255
Using the Semantics of Texts for Information Retrieval: A Concept- and Domain Relation-Based Approach....Pages 257-266
A Latent Semantic Indexing-Based Approach to Determine Similar Clusters in Large-scale Schema Matching....Pages 267-276
$ \mathcal{P}oss-\mathcal{S}\mathcal{R}\mathcal{O}\mathcal{I}\mathcal{Q}(\mathcal{D})$ : Possibilistic Description Logic Extension toward an Uncertain Geographic Ontology....Pages 277-286
Ontology-Based Context-Aware Social Networks....Pages 287-295
Diversity in a Semantic Recommender System....Pages 297-306
Ontology - Driven Observer Pattern....Pages 307-316
Front Matter....Pages 317-317
Towards a Semantic Data Infrastructure for Social Business Intelligence....Pages 319-327
Subjective Business Polarization: Sentiment Analysis Meets Predictive Modeling....Pages 329-338
Sentiment Analysis and City Branding....Pages 339-349
A Case Study for a Collaborative Business Environment in Real Estate....Pages 351-360
OLAP on Information Networks: A New Framework for Dealing with Bibliographic Data....Pages 361-370
Front Matter....Pages 371-371
Spatial Indexes for Simplicial and Cellular Meshes....Pages 373-382
Mathematical Methods of Tensor Factorization Applied to Recommender Systems....Pages 383-388
Front Matter....Pages 371-371
Extended Dynamic Weighted Majority Using Diversity to Handle Drifts....Pages 389-395
Back Matter....Pages 397-398

✦ Subjects

Computational Intelligence; Database Management; Data Mining and Knowledge Discovery