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:
Nov. 11, 2008
Filed:
May. 09, 2005
Eric J. Horvitz, Kirkland, WA (US);
Carl M. Kadie, Bellevue, WA (US);
Stuart Ozer, San Francisco, CA (US);
Curtis G. Wong, Bellevue, WA (US);
Eric J. Horvitz, Kirkland, WA (US);
Carl M. Kadie, Bellevue, WA (US);
Stuart Ozer, San Francisco, CA (US);
Curtis G. Wong, Bellevue, WA (US);
Microsoft Corporation, Redmond, WA (US);
Abstract
The present invention is related to a system and method of caching data employing probabilistic predictive techniques. The system and method provides local storage of a subset of available viewing selections by assigning a value to a selection and retaining selections in the cache depending on the value and size of the selection. The value assigned to an item can represent the time-dependent likelihood that a user will review an item at some time in the future. An initial value of an item can be based on the user's viewing habits, the user's viewing habit over particular time segment and/or viewing habits of a group of user's during a particular time segment. A value assigned to a selection dynamically changes according to a set of cache retention policies, where the value can be time-dependent functions that decay based on the class of the item, as determined by inference about the class or via a label associated with the item.