Given the immaturity of the text-mining tool market, each of these tools takes a slightly different track. For example, SemioMap offers server-side components that extract and index text, cluster concepts, and visual tools to navigate the unstructured data. By contrast, IBM's offering is in the form of a software development kit with sophisticated text analysis and search tools. I expect you'll see many other tools arriving or being enhanced during the coming year. You certainly would not use the technology to locate a single piece of information.
Text mining is ideal for finding related information in huge volumes of unstructured data.
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