Schema Matching and Mapping-based Data Integration: Architecture, Approaches and Evaluation

ISBN-13: 9783865509970 / Angielski / Miękka / 2007 / 228 str.

Do Hong Hai

Opis

The book focuses on Schema Matching, the task of (semi-)automatically identifyingsemantic correspondences between elements of metadata structures,such as, database schemas, ontologies, and XML message formats. It is of keyimportance for interoperability and data integration in numerous applications,such as data warehousing, integration of web-sources, message mappingin E-business, and ontology alignment on the Semantic Web. However,in todays systems, schema matching is still manual; a time-consuming, tedious,and error-prone process, which becomes increasingly impractical consideringthe high complexity and number of schemas and data sources to bedealt with.In this book, the author Do Hong Hai describes the architecture, functionality,and evaluation of the schema matching system COMA++ (Combining Matchers),which was developed by himself in his Ph.d thesis. COMA++ representsa generic and customizable system for semi-automatic schema matching,which can combine different match algorithms in a flexible way. Incomprehensive evaluations using large real-world schemas and ontologies,COMA++ has shown high quality as compared to the state of the art, provingits practicability for different domains. In addition, the book describes anew data integration approach, GenMapper (Generic Mapper), which utilizesinstance-level correspondences between objects of data sources.