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:
Dec. 26, 2017

Filed:

Dec. 31, 2014
Applicant:

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

Inventors:

Florian Pinel, New York, NY (US);

Nan Shao, Ridgefield, CT (US);

Kush R. Varshney, Ossining, NY (US);

Lav R. Varshney, Champaign, IL (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 99/00 (2010.01); G06Q 10/06 (2012.01); G06K 9/00 (2006.01);
U.S. Cl.
CPC ...
G06N 99/00 (2013.01); G06K 9/00496 (2013.01); G06Q 10/067 (2013.01);
Abstract

Software that uses personalized information pertaining to a user to determine how familiar (or 'novel' or 'surprising') a new artifact will be to the user, by performing the following steps: (i) receiving the identity of a first user; (ii) receiving a first dataset pertaining to the first user; (iii) receiving the identity of a first artifact; and (iv) applying a probabilistic familiarity algorithm to the first dataset with respect to the first artifact to yield a probabilistic familiarity value for the first artifact with respect to the first user. The first dataset is received over a computer network, and the first dataset includes at least one piece of personalized information for the first user.


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