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Prniciples of Data Integration

Specificaties
Gebonden, 497 blz. | Engels
Morgan Kaufmann Publishers | 1e druk, 2012
ISBN13: 9780124160446
Rubricering
Hoofdrubriek : Computer en informatica
Morgan Kaufmann Publishers 1e druk, 2012 9780124160446
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

How do you approach answering queries when your data is stored in multiple databases that were designed independently by different people? This is first comprehensive book on data integration and is written by three of the most respected experts in the field.

This book provides an extensive introduction to the theory and concepts underlying today's data integration techniques, with detailed, instruction for their application using concrete examples throughout to explain the concepts. Data integration is the problem of answering queries that span multiple data sources (e.g., databases, web pages). Data integration problems surface in multiple contexts, including enterprise information integration, query processing on the Web, coordination between government agencies and collaboration between scientists. In some cases, data integration is the key bottleneck to making progress in a field.

The authors provide a working knowledge of data integration concepts and techniques, giving you the tools you need to develop a complete and concise package of algorithms and applications.

- Offers a range of data integration solutions enabling you to focus on what is most relevant to the problem at hand.
- Provides specific algorithms to adress common data integration challenges
- Enables you to build your own algorithms and implement your own data integration applications

Specificaties

ISBN13:9780124160446
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:497
Druk:1
Verschijningsdatum:30-7-2012

Over AnHai Doan

AnHai Doan, Associate Professor in Computer Science at the University of Wisconsin-Madison. Consulting work with Microsoft AdCenter Lab and Yahoo Research Lab.

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Over Alon Halevy

Alon Halevy is head of the Structured Data Group, Google Research, Mountain View, California. He joined Google in 2005 with the acquisition of his company, Transformic.

Andere boeken door Alon Halevy

Over Zachary Ives

Zachary Ives is Associate Professor at the University of Pennsylvania and a Faculty Member of the Penn Center for Bioinformatics. He received his PhD from the University of Washington. His research interests include data integration, data sharing among autonomous and heterogeneous systems, heterogeneous sensor networks, and information provenance and authoritativeness.

Andere boeken door Zachary Ives

Inhoudsopgave

Preface

1. Introduction

Part 1: Foundational Data Integration Techniques
2. Manipulating Query Expressions
3. Describing Data Sources
4. String Matching
5. Schema Matching and Mapping
6. General Schema Manipulation Operators
7. Data Matching
8. Query Processing
9. Wrappers
10. Data Warehousing and Caching

Part 2: Integration with Extended Data Representations
11. XML
12. Ontologies and Knowledge Representation
13. Incorporating Uncertainty into Data Integration
14. Data Provenance

Part 3: Novel Integration Architectures
15. Data Integration on the Web
16. Keyword Search: Integration on Demand
17. Peer-to-Peer Integration
18. Integration in Support of Collaboration
19. The Future of Data Integration

Bibliography
Index

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