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Term candidates are extracted based on identifying consecutive word strings satisfying a context independency threshold. Associated terms can then be used for information retrieval.

Term candidates are weighted using mutual information to generate a list of weighted terms. A user interface can be personalized with individual user profiles. In particular, the present invention relates to extracting key terms and associated key terms for data mining purposes.

Customers often send companies emails that ask questions, suggest new features or improvements, explain how a product is being used, report problems, praise or criticize customer service, and the like.

, wherein the term extraction module calculates context independency values based on entropy of left context and right context word strings surrounding the consecutive word strings to generate term candidates.

, wherein the term extraction module calculates mutual information values of constituent word strings in term candidates to generate a list of key terms, and wherein the term extraction module re-counts at least some of the weighted term in the unstructured text.

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