The present invention relates to systems and methods that determine intent
for received data (e.g., email, voice, graphics . . . ) and respond to
the data based on the intent. The systems and methods employ various
combinations of features based on shallow and deep linguistic analysis
(e.g., semantic and syntactic) to yield very high accuracy. The systems
and methods analyze and categorize received data to locate data that can
include intent. This data can be further refined by extracting features
related to the intent. The features can be utilized by a classifier to
determine the intent. If the intent warrants a response, the data are
further scrutinized and reformulated to generate a description that is
indicative of the intent. The reformulation can include representing the
features in a logical form, transforming the form and generating a
description of the intent that can be presented to a user visually and/or
audibly.