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:
Oct. 31, 2017

Filed:

Nov. 11, 2015
Applicant:

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

Inventors:

Pau-Chen Cheng, Yorktown Heights, NY (US);

Lawrence Koved, Pleasantville, NY (US);

Kapil K. Singh, Cary, NC (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/00 (2013.01); H04L 29/06 (2006.01); H04L 29/08 (2006.01);
U.S. Cl.
CPC ...
H04L 63/1425 (2013.01); H04L 67/2842 (2013.01); H04L 67/306 (2013.01);
Abstract

Generating a behavior profile is provided. A newness score is calculated for a data point corresponding to a context of an access request to a resource made by a user of a client device. Newness scores for a plurality of data points corresponding to contexts of a plurality of access requests are aggregated to form an aggregated newness score. In response to determining that the aggregated newness score is greater than or equal to a pre-defined newness score threshold, data points stored in a data point cache and a long-term storage are used to generate a new behavior profile for the user or update an existing behavior profile for the user.


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