METHOD AND APPARATUS FOR CONTENT REPRESENTATION AND RETRIEVAL IN CONCEPT MODEL SPACE

Patent №

US 7,124,149

Granted

2006-10-17

Filed 2002

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10319295

A method and apparatus for extracting a model vector representation from multimedia documents. A model vector provides a multidimensional representation of the confidence with which multimedia documents belong to a set of categories or with which a set of semantic concepts relate to the documents. A model vector can be associated with multimedia documents to provide an index of its content or categorization and can be used for comparing, searching, classifying, or clustering multimedia documents. A model vector can be used for purposes of information discovery, personalizing multimedia content, and querying a multimedia information repository.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06F 16/7837G06F 16/58G06F 16/583G06F 16/71G06V 20/00Y10S 707/99931Y10S 707/99943Y10S 707/99945+1 more

AI classification

Natural language1.00
Machine learning1.00
Vision1.00
Knowledge representation1.00
AI hardware0.98
Planning0.97
Speech0.01
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 137550275

Assignors

SMITH, JOHN R., NAPHADE, MILIND, NATSEV, APOSTOL

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

From the same owner

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