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. 27, 2015

Filed:

Jan. 14, 2015
Applicant:

Linkedin Corporation, Mountain View, CA (US);

Inventors:

Christian Posse, Foster City, CA (US);

Anmol Bhasin, Los Altos, CA (US);

Wing Li, Sunnyvale, CA (US);

Assignee:

LinkedIn Corporation, Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/02 (2006.01); G06Q 10/00 (2012.01); G06F 7/00 (2006.01); G06Q 30/02 (2012.01); G06F 17/27 (2006.01);
U.S. Cl.
CPC ...
G06N 5/02 (2013.01); G06F 17/2785 (2013.01); G06Q 30/02 (2013.01);
Abstract

A machine may implement a recommender that provides recommendations to users. The machine may be configured to present a first version of the recommender configured by various parameters. A user may submit a message to the machine, and the machine may identify a parameter among the various parameters by tokenizing the message and identifying the parameter among the tokens. The machine may then generate a second version of the recommender by modifying the parameter and configuring the second version according to the modified parameter. The machine may then present the first and second versions of the recommender contemporaneously two different portions of the users. By tokenizing a further message received from the users, the machine may evaluate the first and second versions and determine whether the second version is a replacement of the first version.


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