From: Subject: jcp02104551 Date: Tue, 25 Dec 2007 10:04:51 -0500 MIME-Version: 1.0 Content-Type: multipart/related; type="text/html"; boundary="----=_NextPart_000_0000_01C846DD.97397120" X-MimeOLE: Produced By Microsoft MimeOLE V6.00.2900.3198 This is a multi-part message in MIME format. ------=_NextPart_000_0000_01C846DD.97397120 Content-Type: text/html; charset="Windows-1252" Content-Transfer-Encoding: quoted-printable Content-Location: http://www.academypublisher.com/jcp/vol02/no10/jcp02104551.html jcp02104551
JOURNAL OF COMPUTERS=20 (JCP)
ISSN : = 1796-203X
Volume : 2=20    Issue : 10    Date : December=20 2007

Sequence Package = Analysis: A=20 New Method for Intelligent Mining of Patient Dialog, Blogs and
Help-line Calls
Amy = Neustein
Page(s):=20 45-51
Full Text: <= SPAN=20 style=3D"FONT-SIZE: 12px; LINE-HEIGHT: 15px">PDF (288=20 KB)


Abstract
The ambiguities, = repetitions=20 and ellipses commonly found in natural language dialog continue=20 to
hinder speech (and text) analytic mining programs that glean = business intelligence data from
consumer help-line calls, = or=20 extract important medical diagnostic information from = doctor-patient interviews or consumer-generated health-related blogs. This = poses an=20 even greater problem when
such mining programs attempt to = extract=20 critical emotional data from natural language dialog. At
present,=20 speech (and text) analytic programs that mine natural language = dialog for=20 signs of
distress, frustration, anger or other human = emotions are=20 still largely ineffective, because
conventional speech = systems=20 that are limited to a set of key words and phrases cannot process = speech as it actually occurs; if a speaker or blogger fails = to use=20 the word(s) found in the speech
application=92s = vocabulary, the=20 program yields a poor statistical word match (or no match). This = paper=20  
shows how Sequence Package Analysis is informed by = a set of=20 algorithms =96 representing some of
the more complex = semantic=20 aspects of communication in addition to syntax =96 that can = interpret less=20
than perfect natural speech, enhancing intelligent mining = of=20 recordings of doctor-patient interviews,
customer care = help-line=20 calls, and consumergenerated health-related = blogs.

Index=20 Terms
blogosphere, call = centers,=20 customer-care helpline calls, data mining, doctor-patient dialog, = medical=20
interviews, natural language understanding, sequence = package=20 analysis, speech analytics


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