Invention Grant
- Patent Title: Almost online large scale collaborative filtering based recommendation system
- Patent Title (中): 几乎在线大型协同过滤推荐系统
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Application No.: US14123321Application Date: 2013-03-15
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Publication No.: US09348924B2Publication Date: 2016-05-24
- Inventor: Oren Shlomo Somekh , Nadav Golbandi , Oleg Rokhlenko , Ronny Lempel
- Applicant: Yahoo! Inc.
- Applicant Address: US CA Sunnyvale
- Assignee: YAHOO! INC.
- Current Assignee: YAHOO! INC.
- Current Assignee Address: US CA Sunnyvale
- Agency: Pillsbury Winthrop Shaw Pittman LLP
- International Application: PCT/US2013/032416 WO 20130315
- International Announcement: WO2014/143024 WO 20140918
- Main IPC: G06F17/30
- IPC: G06F17/30 ; G06Q30/02

Abstract:
A method for adjusting one or more parameters associated with a model. The method comprises obtaining, from a first source, first information related to activity of a user. The method further comprises adjusting one or more parameters associated with a model based on the first information collected within a first length of time, and obtaining, from a second source, second information related to activity of the user. The method further comprises adjusting the one or more parameters associated with the model based on the second information collected within a second length of time and a measure indicative of performance of the model, wherein the second length of time is larger than the first length of time.
Public/Granted literature
- US20140280251A1 ALMOST ONLINE LARGE SCALE COLLABORATIVE FILTERING BASED RECOMMENDATION SYSTEM Public/Granted day:2014-09-18
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