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:
May. 05, 2020

Filed:

Sep. 30, 2014
Applicant:

Apple Inc., Cupertino, CA (US);

Inventors:

John M. Hornkvist, Cupertino, CA (US);

Gaurav Kapoor, Santa Clara, CA (US);

Assignee:

Apple Inc., Cupertino, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/30 (2019.01); G06F 16/2457 (2019.01); G06F 16/9535 (2019.01); G06F 16/9537 (2019.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 16/2457 (2019.01); G06F 16/9535 (2019.01); G06F 16/9537 (2019.01); G06N 20/00 (2019.01);
Abstract

Systems and methods are disclosed for improving search results returned to a user from one or more domains, utilizing query features learned locally on the user's device. One or more domains can inform a computing device of one or more features related to a search query upon which to the computing device can apply local learning. A local search system can include a local database, a local search history and feedback history database, and a local learning system to identify features about query terms. The features can be learned from the user's interaction with both local search results and remote search results, without sending the user interaction information or other user identification information to a remote search engine. A locally learned feature can be used to extend a query, bias a query term, or filter query results.


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