How can we deal with problems that arise when the data flows in from a variety of sources?

There are several approaches to dealing with multi-source issues. However, these are done largely to address the following issues:

  • Detecting the presence of similar or identical recordings and combining them into a single record.

  • Schema reorganization to guarantee proper schema integration.