MEDIA TAG RECOMMENDATION TECHNOLOGIES

Patent №

US 8,239,333

Granted

2012-08-07

Filed 2009

Owner

MICROSOFT CORPORATION

AI components

5

ml · nlp · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12396885

Technologies for recommending relevant tags for the tagging of media based on one or more initial tags provided for the media and based on a large quantity of other tagged media. Sample media as candidates for recommendation are provided by a set of weak rankers based on corresponding relevance measures in semantic and visual domains. The various samples provided by the weak rankers are then ranked based on relative order to provide a list of recommended tags for the media. The weak rankers provide sample tags based on relevance measures including tag co-occurrence, tag content correlation, and image-conditioned tag correlation.

AI classification

Natural language1.00
Vision1.00
Knowledge representation1.00
Machine learning1.00
AI hardware0.99
Planning0.48
Speech0.10
Evolutionary computation0.01

Ownership

MICROSOFT CORPORATION

assignment · 223470240

Assignors

YANG, LINJUN, WU, LEI, HUA, XIAN-SHENG

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

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