Turning unstructured text into structured knowledge
by David Sklar
This article about text analysis tools is informative and offers a reasonable conclusion -- they're (right now) best used to assist human editors or decision makers, not to make decisions on their own.
What are your experiences with text-mining? Helpful? Confusing?