Foundations for Information Integration
نویسندگان
چکیده
We are currently witnessing an explosion in the amount of information that is available on-line (e.g., sources on the Internet, company-wide intranets, etc). Providing easy and efficient access to this information—known as the problem of data integration raises an important challenge to several fields of Computer Science including Database Systems, Artificial Intelligence, Operating Systems, Networking and Human Computer Interaction. The challenge is to develop techniques for providing uniform access to the wealth of available information. Usually, data integration is achieved by providing the user a mediated schema that hides the details of each of the data sources, and lets the user focus on specifying what he wants, rather than specifying how or where to find the information. The data integration problem is complicated by the fact that the data sources are autonomous, employ different data models and are heterogeneous both semantically and syntactically. Furthermore, the data sources are often only semistructured (e.g., they do not have explicit schemas, the schemas are unknown, or the sources contain extraneous information such as advertisements or other information meant for human consumption). The techniques that need to be developed include modeling of the contents of information sources, high-level query facilities, flexible approaches to selecting relevant sources, novel methods for query optimization and flexible query execution models.
منابع مشابه
Foundations of Information Integration - Analyzing, Managing and Reasoning about Schema Mappings
of the PhD Thesis Foundations of Information Integration Analyzing, Managing and Reasoning about Schema Mappings
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