The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Mar. 29, 2016

Filed:

May. 24, 2013
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Ea-Ee Jan, Ardsley, NY (US);

Jian Ni, Ossining, NY (US);

Niyu Ge, Chappaqua, NY (US);

Xiaolan Zhang, Chappaqua, NY (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G06N 7/00 (2006.01); G06N 99/00 (2010.01);
U.S. Cl.
CPC ...
G06N 5/048 (2013.01); G06N 7/005 (2013.01); G06N 99/005 (2013.01);
Abstract

Access is obtained to a plurality of information technology services problem tickets. At least a first subset of the tickets include free text tickets with server names embedded in unstructured text fields. The server names are extracted from the first subset of the tickets via a statistical machine learning technique. Using the extracted server names, those of the first subset of the tickets from which the server names have been extracted are linked to corresponding server entries in a configuration information database to facilitate resolution of problems associated with the first subset of the tickets from which the server names have been extracted; and/or at least one of the extracted server names is identified as missing from a list of known server names.


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