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. 03, 2015

Filed:

Oct. 10, 2013
Applicant:

Google Inc., Mountain View, CA (US);

Inventors:

Jan Matthias Ruhl, San Francisco, CA (US);

Douglas Van Der Molen, Elmhurst, IL (US);

Hui Sok Moon, San Jose, CA (US);

Lik Mui, Hayward, CA (US);

Japjit Tulsi, Los Altos, CA (US);

Assignee:

Google Inc., Mountain View, CA (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 9/44 (2006.01); G06N 5/04 (2006.01); G06F 17/30 (2006.01);
U.S. Cl.
CPC ...
G06N 5/048 (2013.01); G06F 17/3089 (2013.01);
Abstract

A server system stores web analytics data for a web page in a device. The web analytics data comprises a plurality of prior time-value pairs, each pair including a value of an attribute associated with the web page and a time associated with the value. For a particular attribute, the server system collects a new time-value pair including a new value associated with the web page and a new time indicating when the value was determined. The server system estimates a predicted value for the attribute and an associated error-variance at the new time by applying a forecasting model to the prior time-value pairs in respective subsets of the web analytics data. The collected new time-value pair is tagged if its value is outside the error variance of the predicted value for the particular attribute.


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