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:
Jun. 09, 2020

Filed:

Aug. 31, 2017
Applicant:

Ca, Inc., New York, NY (US);

Inventors:

Cui Lin, Sunnyvale, CA (US);

Erhan Giral, Saratoga, CA (US);

Corey Cohen, Matawan, NJ (US);

Assignee:

CA TECHNOLOGIES, INC., New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/33 (2019.01); G06F 16/35 (2019.01); G06Q 20/40 (2012.01); G06Q 30/06 (2012.01);
U.S. Cl.
CPC ...
G06F 16/353 (2019.01); G06F 16/3344 (2019.01); G06F 2216/03 (2013.01); G06Q 20/40145 (2013.01); G06Q 30/0631 (2013.01);
Abstract

Large amounts of data from user interactions with web resources is available as data logs. Analysis may be performed to process the data log in order to determine the characteristics of the user interactions. Data log analysis may include identifying page states, which may be sets of frequent attributes and values that occur together in a session. The data log analysis may also include generating semantic labels of page states, which may describe the function of pages corresponding to different page states. Text mining models may be used to determine the semantic labels. Analysis may also include aggregating sets of page paths to create page journeys. These page journeys may be aggregated over all users, all user sessions, or other subsets of the clickstream. In some embodiments, comparing page journeys may provide recommendations for potential methods to improve the site and enhance user experiences.


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