Screen LibraryNew trends in databases and information systems /
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 dat...
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| Corporate Authors: | ; |
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| Group Author: | ; |
| Published: |
Springer,
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| Publisher Address: | Berlin ; New York : |
| Publication Dates: | 2013. |
| Literature type: | eBook |
| Language: | English |
| Series: |
Advances in intelligent systems and computing,
185 |
| Subjects: | |
| Online Access: |
http://dx.doi.org/10.1007/978-3-642-32518-2 |
| 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 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. |
| Item Description: | Includes author index. |
| Carrier Form: | 1 online resource. |
| ISBN: |
9783642325182 (electronic bk.) 3642325181 (electronic bk.) |
| Index Number: | QA76 |
| CLC: | TP311.13-532 |
| Contents: |
GPUs in Databases -- Applying CUDA Technology in DCT-Based Method of Query Selectivity Estimation / Processing of Range Query Using SIMD and GPU / Towards Optimization of Hybrid CPU/GPU Query Plans in Database Systems / Thrust and CUDA in Data Intensive Algorithms / Mining Complex and Stream Data -- A Detection of the Most Influential Documents / Approximation Algorithms for Massive High-Rate Data Streams / Comparing Block Ensembles for Data Streams with Concept Drift / Adapting Travel Time Estimates to Current Traffic Conditions / SONCA: Scalable Semantic Processing of Rapidly Growing Document Stores / Collective Classification Techniques: An Experimental Study / Granular Knowledge Discovery Framework / Diversity in Ensembles for One-Class Classification / Evaluation of Stream Data by Formal Concept Analysis / Soft Competitive Learning for Large Data Sets / Enhancing Concept Drift Detection with Simulated Recurrence / DeltaDens - Incremental Algorithm for On-Line Density-Based Clustering / Ontologies Meet Advanced Information Systems -- Introducing Artificial Neural Network in Ontologies Alignement Process / Time Integration in Semantic Trajectories Using an Ontological Modelling Approach / WebOMSIE: An Ontology-Based Multi Source Web Information Extraction / Modeling Multi-commodity Trade: Data Models and Processing -- Bidding Languages for Continuous Auctions / Auction of Time as a Tool for Solving Multiagent Scheduling Problems / Application of an Auction Algorithm in an Agent-Based Power Balancing System / Multi-commodity Trade Application to the Routing Algorithm for the Delay and Disruptive Tolerant Networks / Offers Discovery and Identifying User Requirements for Multi-commodity Trade in Open Markets / Fair Resource Allocation in Multi-commodity Networks / Social Data Processing -- Heuristic Approach to Automatic Wrapper Generation for Social Media Websites / Spectral Clustering: Left-Right-Oscillate Algorithm for Detecting Communities / Exploiting Potential of the Professional Social Network Portal "SitIT" / Modeling and Storing Complex Network with Graph-Tree / Evolution of Author's Profiles Based on Analysis of DBLP Data / Towards Effective Social Network System Implementation / Social and Algorithmic Issues in Business Support -- Community Traffic: A Technology for the Next Generation Car Navigation / Situational Requirement Method System: Knowledge Management in Business Support / Effectiveness Analysis of Promotional Features Used in Internet Auctions: Empirical Study / Ph.D. Consortium -- Data Mining Approach to Digital Image Processing in Old Painting Restoration / Determining Document's Semantic Orientation Using kNN Algorithm / Designing a Software Transactional Memory for Peer-to-Peer Systems / Traceability in Software Architecture Decisions Based on Notes about Documents / OLAP Models for Sequential Data - Current State of Research and Open Problems / Data Management for Fingerprint Recognition Algorithm Based on Characteristic Points' Groups / Data Prefetching Based on Long-Term Periodic Access Patterns / E-ETL: Framework For Managing Evolving ETL Processes / |