SYSTEM AND METHOD FOR CREATING A PREFERENCE PROFILE FROM SHARED IMAGES

Patent №

US 9,697,232

Granted

2017-07-04

Filed 2015

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · vision · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14662361

A method includes obtaining from an online social media site a plurality of instances of images of objects associated with a person; analyzing with a data processor the plurality of instances of the images with a plurality of predetermined style classifiers to obtain a score for each image for each style classifier; and determining with the data processor, based on the obtained scores, a likely preference of the person for a particular style of object. The plurality of instances of images of objects associated with the person can be images that were posted, shared or pinned by person, and images that the person expressed a preference for. In a non-limiting embodiment the object is clothing, and the style can include a fashion style or fashion genre including color preferences. A system and a computer program product to perform the method are also disclosed.

Machine learningVisionKnowledge representationPlanningG06F 16/583G06F 16/437G06F 16/51G06F 16/56G06F 16/58G06F 16/587G06F 16/9535G06F 16/9536+9 more

AI classification

Vision1.00
Knowledge representation0.96
Planning0.80
Machine learning0.55
AI hardware0.03
Natural language0.01
Speech0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 352000816

Assignors

GOODWIN, RICHARD T., HUANG, PU, LI, YING

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

From the same owner

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