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.
Patent No.:
Date of Patent:
Sep. 13, 2022
Filed:
May. 31, 2019
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Ken M. Sadahiro, Redmond, WA (US);
Aaron M. Butcher, Redmond, WA (US);
Philippe Favre, Redmond, WA (US);
Anatolie Gavriliuc, Kirkland, WA (US);
Kofi S. Opoku, Seattle, WA (US);
Seung-Yup Chai, Redmond, WA (US);
Nandini Arijit Bhattacharya, Bellevue, WA (US);
John D. Malatras, Seattle, WA (US);
Nicolas A. Champagne-Williamson, Kirkland, WA (US);
Kangsan Lee, Woodinville, WA (US);
Jerin R. Schneider, Seattle, WA (US);
MICROSOFT TECHNOLOGY LICENSING, LLC, Redmond, WA (US);
Abstract
Methods, systems, and computer program products are described herein for unsupervised clustering of browser history using web navigational activities. For example, correlation scores are calculated that indicate correlations between web pages indicated in a browsing history of a user. Moreover, the correlation scores are calculated based on web navigational activities determined from the browsing history. In addition, the web pages are clustered into a plurality of clusters based on the correlation scores and the clusters are ranked for relevancy to the user based on a relevancy algorithm. The relevancy algorithm determines a likelihood that a user will access a corresponding web page for each web page of a cluster. A cluster having a greatest ranking is identified and an indication of a web page of the identified cluster as a suggested web page to revisit is provided to a user.