Data Security and Security Data
27th British National Conference on Databases, BNCOD 27, Dundee, UK, June 29 - July 1, 2010. Revised Selected Papers
Published on 15. February 2012
X, 155 pages
978-3-642-25704-9 (ISBN)
Description
This book constitutes the thoroughly refereed post-conference proceedings of the 27th British National Conference on Databases, BNCOD 27, held in Dundee, UK, in June 2010. The 10 revised full papers and 6 short papers, presented together with 3 invited papers, 1 best paper of the associated event on Teaching, Learning and Assessment of Databases (TLAD), and 2 PhD forum best papers were carefully reviewed and selected from 42 submissions. Special focus of the conference has been "Data Security and Security Data" and so the papers cover a wide range of topics such as data security, privacy and trust, security data, data integration and interoperability, data management for ubiquitous and mobile computing, data mining and information extraction, data modelling and architectures, data provenance, dataspaces, data streaming, databases and the grid, distributed information systems, electronic commerce, enterprise systems, heterogeneous databases, industrial applications, infrastructures and systems, intermittently connected data, file access methods and index structures, managing legacy data, new applications and processes, parallel and distributed databases, peer-to-peer data management, performance modelling of ubiquitous data use, personal data management, query and manipulation languages, query processing and optimisation, scientific applications, semantic Web and ontologies, semi-structured data, metadata and xml, user interfaces and data visualisation, Web data management and deep Web, Web services, and workflow support systems.
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Lachlan MacKinnon
Data Security and Security Data
27th British National Conference on Databases, BNCOD 27, Dundee, UK, June 29 - July 1, 2010. Revised Selected Papers
Book
01/2012
Springer
€53.49
Shipment within 7-9 days
Content
- Title
- Preface
- Organization
- Table of Contents
- Invited Papers
- "Valuing" PrivacyWhile Exposing Data Utility
- References
- Whither BNCOD? The Future of Database and Information Systems Research
- Introduction
- BNCOD Past
- Research Challenges
- Conclusions
- References
- Whither BNCOD and the UK Database Community
- Introduction
- The Past
- The Present
- The Future
- Scalability
- Trust, Security and Privacy
- Manageability
- Accessibility
- Usability
- Representativity
- Conclusion
- Full Papers
- Access Control Using Active Rules
- Introduction
- Active Rules
- Events
- Active Rules
- Role-Based Access Control
- Enforcing Role-Based Access Control Using Active Rules
- Advantages and Extensions to RBAC
- Enterprise Specific Constraints Using the Condition Part
- Enterprise Specific Constraints Using Implicit and Explicit Expressions
- Enterprise Specific Constraints Using Complex Events
- Implementation
- Conclusions
- References
- Providing Group Anonymity Using Wavelet Transform
- Introduction
- Related Work
- Theoretic Background
- General Definitions
- Wavelet Transform Basics
- Modifying Approximations and Fixing Details
- Applying Wavelet Reconstruction Matrices to Modifying Approximations
- Experimental Results
- Conclusion and Future Research
- References
- Efficient Model Selection for Large-Scale Nearest-Neighbor Data Mining
- Introduction
- Related Work
- Speeding Up k-nn
- Selecting k for k-nn
- Speeding Up Cross-Validation
- Efficient Cross-Validation for Selecting k
- Optimized LOOCV to Select k
- Algorithm Analyses for Specific Q
- Locally Linear Regression Problems
- Execution under Unknown K*
- Modifications to Determine K*
- When K* Is Larger Than Necessary
- When K* Is Too Small
- Statistical Methods for Large Data Sets
- Experimental Results
- Experiments with Known K*
- Experiments with Unknown K*
- Experiments with BRACE
- Conclusion
- References
- EXPLORE: A Novel Decision Tree Classification Algorithm
- Introduction
- Background Study
- Our Technique
- Experimental Results
- Conclusion
- References
- Comparing the Performance of Object and Object Relational Database Systems on Objects of Varying Complexity
- Introduction
- Related Work
- Performance Measurement
- Case Study
- Database Products for This Case Study
- Dataset
- Object Oriented Database Schema
- Object Oriented Test Application
- Methodology
- Object Insertion
- Object Modification
- Object Lookup
- Object Deletion
- Conclusions and Future Work
- References
- An Efficient Approach to Mine Rare Association Rules Using Maximum Items' Support Constraints
- Introduction
- Related Work
- Minimum Constraint Model
- Maximum Constraint Model
- Other Models
- Maximum Constraint Based Conditional Frequent Pattern-Growth (MCCFP-Growth)
- Relation between the Frequent Patterns Generated in Different Models
- Differences between FP-Growth and MCCFP-Growth Approaches
- Experimental Results
- Experiment 1
- Experiment 2
- Experiment 3
- Conclusions and Future Work
- References
- Defining Spatio-Temporal Granularities for Raster Data
- Introduction
- Related Work
- Frameworks for Vector-Based Granularities
- Spatial Granularities
- Spatio-Temporal Granularities
- Raster-Based Spatial Granularities
- Raster-Based Spatio-Temporal Granularities
- Conclusions
- References
- Short Papers
- Load Shedding in Data Stream Management Systems Using Application Semantics
- Introduction
- Motivating Example (CarADN)
- Summary
- Load Shedding Using Application Semantics
- Conclusions and Future Work
- References
- Test Data Provisioning for Database-Driven Applications
- Introduction
- Provisioning Methods
- The Methodology and Influence Factors
- Test Data Quality: The Compliance Level Factor
- References
- Enabling Decision Tree Classification in Database Systems through Pre-computation
- Introduction
- Pre-computations
- Storage of Pre-computations for DTC
- Storage of DM Results into an Appropriate Storage Structure
- Summary and Conclusion
- References
- Flexible Range Semantic Annotations Based on RDFa
- Introduction
- Markup Methods
- Flexible Range Definition
- Simple Delimitation and Identification
- Multi-tag Delimitation and Identification
- Conclusions and Future Work
- References
- Issues of Flash-Aware Buffer Management for Database Systems
- Introduction
- Basic Principles
- The CFDC Algorithm
- Discussion
- References
- A Quality Framework for Data Integration
- Introduction
- DI Quality Framework
- Quality Criteria
- Summary and Conclusions
- References
- TLAD Best Paper
- Uses of Peer Assessment in Database Teaching and Learning
- Introduction
- A Contributing Student Pedagogy in an Introductory Database Class
- Implementation
- Evaluation
- Conclusion
- Peer-Based Feedback
- Conclusion
- Peer Assessment in the Allocation of Grades for Group Projects
- Implementation
- Evaluation
- Conclusion
- Overall Conclusion
- References
- PhD Forum Best Papers
- Uncertainty in Sequential Pattern Mining
- Sequential Pattern Mining
- Modelling Uncertainty
- Probabilistic Frequentness
- Conclusions and Future Work
- References
- A Data Integration Methodology and Architecture with Quality Assessment Functionality
- Introduction
- The DI Methodology and Architecture
- Conclusion
- References
- Author Index
