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New trends in databases and information systems

Author: Mykola Pechenizkiy; Marek Wojciechowski
Publisher: Berlin ; New York : Springer, ©2013.
Series: Advances in intelligent systems and computing, 185.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Database:WorldCat
Summary:
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  Read more...
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Genre/Form: Electronic books
Conference proceedings
Congresses
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Mykola Pechenizkiy; Marek Wojciechowski
ISBN: 9783642325182 3642325181
OCLC Number: 809068205
Notes: Includes author index.
Description: 1 online resource.
Contents: Part 1. GPUs in Databases --
Applying CUDA Technology in DCT-Based Method of Query Selectivity Estimation / Dariusz Rafal Augustyn and Sebastian Zederowski --
Processing of Range Query Using SIMD and GPU / Pavel Bednář, Petr Gajdoš, Michal Krátký and Peter Chovanec --
Towards Optimization of Hybrid CPU/GPU Query Plans in Database Systems / Sebastian Breß, Eike Schallehn and Ingolf Geist --
Thrust and CUDA in Data Intensive Algorithms / Krzysztof Kaczmarski and Paweł Rzążewski. Part 2. Mining Complex and Stream Data --
A Detection of the Most Influential Documents / Dariusz Ceglarek and Konstanty Haniewicz --
Approximation Algorithms for Massive High-Rate Data Streams / Alfredo Cuzzocrea --
Comparing Block Ensembles for Data Streams with Concept Drift / Magdalena Deckert and Jerzy Stefanowski --
Adapting Travel Time Estimates to Current Traffic Conditions / Przemysław Gaweł, Krzysztof Dembczyński, Robert Susmaga, Przemysław Wesołek and Piotr Zielniewicz, et al. --
SONCA: Scalable Semantic Processing of Rapidly Growing Document Stores / Marek Grzegorowski, Przemysław Wiktor Pardel, Sebastian Stawicki and Krzysztof Stencel --
Collective Classification Techniques: An Experimental Study / Tomasz Kajdanowicz, Przemyslaw Kazienko and Marcin Janczak --
Granular Knowledge Discovery Framework / A Case Study of Incident Data Reporting System / Adam Krasuski, Dominik Ślęzak, Karol Kreński and Stanisław Łazowy --
Diversity in Ensembles for One-Class Classification / Bartosz Krawczyk --
Evaluation of Stream Data by Formal Concept Analysis / Martin Radvanský, Vladimír Sklenář and Václav Snášel --
Soft Competitive Learning for Large Data Sets / Frank-Michael Schleif, Xibin Zhu and Barbara Hammer --
Enhancing Concept Drift Detection with Simulated Recurrence / Piotr Sobolewski and Michał Woźniak --
DeltaDens - Incremental Algorithm for On-Line Density-Based Clustering / Radosław Z. Ziembiński. Part 3. Ontologies Meet Advanced Information Systems --
Introducing Artificial Neural Network in Ontologies Alignement Process / Warith Eddine Djeddi and Mohamed Tarek Khadir --
Time Integration in Semantic Trajectories Using an Ontological Modelling Approach / A Case Study with Experiments, Optimization and Evaluation of an Integration Approach / Rouaa Wannous, Jamal Malki, Alain Bouju and Cécile Vincent --
WebOMSIE: An Ontology-Based Multi Source Web Information Extraction / Zineb Younsi, Mohamed Quafafou, Redouane Ouzegane and Abdelkamel Tari. Part 4. Modeling Multi-commodity Trade: Data Models and Processing --
Bidding Languages for Continuous Auctions / Mariusz Kaleta --
Auction of Time as a Tool for Solving Multiagent Scheduling Problems / Piotr Modliński --
Application of an Auction Algorithm in an Agent-Based Power Balancing System / Piotr Pałka, Weronika Radziszewska and Zbigniew Nahorski --
Multi-commodity Trade Application to the Routing Algorithm for the Delay and Disruptive Tolerant Networks / Piotr Pałka and Radosław Schoeneich --
Offers Discovery and Identifying User Requirements for Multi-commodity Trade in Open Markets / Dominik Ryżko and Anna Wróblewska --
Fair Resource Allocation in Multi-commodity Networks / Tomasz Śliwiński. Part 5. Social Data Processing --
Heuristic Approach to Automatic Wrapper Generation for Social Media Websites / Bartosz Baziński and Michał Brzezicki --
Spectral Clustering: Left-Right-Oscillate Algorithm for Detecting Communities / Pavla Dráždilová, Jan Martinovič and Kateřina Slaninová --
Exploiting Potential of the Professional Social Network Portal "SitIT" / Kamil Matoušek, Jiří Kubalík, Martin Nečaský and Peter Vojtáš --
Modeling and Storing Complex Network with Graph-Tree / Adan Lucio Pereira and Ana Paula Appel --
Evolution of Author's Profiles Based on Analysis of DBLP Data / Martin Radvanský, Zdeněk Horák, Miloš Kudělka and Václav Snášel --
Towards Effective Social Network System Implementation / Jaroslav Škrabálek, Petr Kunc, Filip Nguyen and Tomáš Pitner. Part 6. Social and Algorithmic Issues in Business Support --
Community Traffic: A Technology for the Next Generation Car Navigation / Przemysław Gaweł, Krzysztof Dembczyński, Wojciech Kotłowski, Marek Kubiak and Robert Susmaga, et al. --
Situational Requirement Method System: Knowledge Management in Business Support / Deepti Mishra, Secil Aydin and Alok Mishra --
Effectiveness Analysis of Promotional Features Used in Internet Auctions: Empirical Study / Adam Wojciechowski and Paweł Warczynski. Part 7. Ph.D. Consortium --
Data Mining Approach to Digital Image Processing in Old Painting Restoration / Joanna Gancarczyk --
Determining Document's Semantic Orientation Using kNN Algorithm / Krzysztof Jędrzejewski and Maurycy Zamorski --
Designing a Software Transactional Memory for Peer-to-Peer Systems / Aurel Paulovič and Pavol Návrat --
Traceability in Software Architecture Decisions Based on Notes about Documents / Gilberto Pedraza-Garcia and Dario Correal --
OLAP Models for Sequential Data - Current State of Research and Open Problems / Łukasz Nienartowicz --
Data Management for Fingerprint Recognition Algorithm Based on Characteristic Points' Groups / Michał Szczepanik and Ireneusz Jóźwiak --
Data Prefetching Based on Long-Term Periodic Access Patterns / Dmitri Vasilik --
E-ETL: Framework For Managing Evolving ETL Processes / Artur Wojciechowski.
Series Title: Advances in intelligent systems and computing, 185.
Responsibility: Mykola Pechenizkiy and Marek Wojciechowski (eds.).
More information:

Abstract:

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.

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