Trends in entity resolution research and applications

Trends in entity resolution research and applications

In this excerpt from the book Entity Resolution and Information Quality, readers will learn about emerging entity resolution trends and applications.

©2011 Elsevier, Inc. All rights reserved. Printed with permission from Morgan Kaufmann Publishers, an imprint of Elsevier. Copyright 2011. For more information on this title and other similar books, please visit elsevierdirect.com.

Table of contents:

Entity resolution trends: Identity resolution in information hubs

In this chapter excerpt from the book Entity Resolution and Information Quality by John R. Talburt, readers will learn about emerging entity resolution trends and applications, including examples of the role that identity resolution and information hubs are playing in the data integration and information quality process across different vertical industries.

Dealing with association analysis, unstructured data in ER processes

In this chapter excerpt from the book Entity Resolution and Information Quality by John R. Talburt, readers will learn how association analysis techniques can aid entity resolution and information quality strategies on social network data and other types of unstructured data. Readers will also learn how high-performance computing systems are affecting entity resolution on unstructured data.

Integrating information quality and entity resolution

In this chapter excerpt from the book Entity Resolution and Information Quality by John R. Talburt, readers will learn about the integration of entity resolution and information quality processes. Readers will also learn about large-scale entity analytics and entity-based data integration.

Using the genetic programming approach to entity resolution

In this chapter excerpt from the book Entity Resolution and Information Quality by John R. Talburt, readers will learn about the genetic programming approach to entity resolution for integrating data and ensuring information quality. Readers will also get examples of how to use genetic programming principles and learn about ongoing research on entity resolution models.