Sharing of User Preferences

Patent №

US 8,700,705

Granted

2014-04-15

Filed 2010

Owner

MICROSOFT CORPORATION

AI components

3

ml · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12814291

Sharing of user preferences is described. In an embodiment a user preference associated with a user is shared with a group of users in order to improve the relevance of results they receive. A database is used to store information detailing a number of groups of users extracted from a social network graph, where the social network graph describes connections between users. On receipt of a user preference associated with a user, a group of users containing the user is selected and the user preference is then shared with everyone in the selected group. In a further embodiment, the groups of users in the database may comprise cohesive groups of users and an extended group associated with each cohesive group. When selecting a group to share preference data with, a cohesive group containing the user is first selected and then the preference data is shared with the corresponding extended group.

Machine learningKnowledge representationPlanningG06Q 10/10G06F 16/2457G06F 16/9535H04W 4/21H04L 63/0421

AI classification

Planning1.00
Knowledge representation1.00
Machine learning0.91
Evolutionary computation0.48
Vision0.04
AI hardware0.03
Natural language0.00
Speech0.00

Ownership

MICROSOFT CORPORATION

assignment · 245360562

Assignors

DANEZIS, GEORGE, AURA, TUOMAS, CHEN, SHUO, KICIMAN, EMRE

On an employer assignment, the assignors are typically the inventors.

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