CONTENT-BASED CLASSIFICATION

Patent №

US 8,364,467

Granted

2013-01-29

Filed 2006

Owner

GOOGLE INC.

Lab

Google DeepMind

AI components

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11394198

A classifier may include logic to parse incoming content and to compare a key term in the content to stored content related to multiple prior messages, where the stored content is classified with respect to one or more categories. The logic may produce a score for the content based on the comparing, relate the score to one of the one or more categories, and produce a result based on the comparing, producing, or relating.

Machine learning Natural language Speech Knowledge representation Planning AI hardwareG06F 16/35G06F 40/279

Google Patents

AI classification

Natural language1.00

Machine learning0.98

Planning0.97

AI hardware0.96

Knowledge representation0.96

Speech0.55

Vision0.00

Evolutionary computation0.00

Ownership

GOOGLE INC.

assignment · 178550607

Assignors

BOWMAN, COURTNEY, CABRERA, NICOLAS FERNANDO, HEDAYATI, KEYON, HOTCHKISS, KATHERINE MARIE, HU, STEPHEN TAI-CHUNG, SMITH, JARED, SPARROW, ISAAC DAVID, STONE, JEFFREY MICHAEL, TRINIDAD, JUAN BACANI, WIESEN, DAVID

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

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Cites (13)

SYSTEMS AND METHODS THAT DETERMINE INTENT OF DATA AND RESPOND TO THE DATA BASED ON THE INTENTUS 7,496,500 · 2009 AUTOMATIC, PERSONALIZED ONLINE INFORMATION AND PRODUCT SERVICESUS 7,320,031 · 2008 COMMON MESSAGE AREA FOR A CUSTOMER INTERACTION CENTER USER INTERFACEUS 7,281,201 · 2007 CLASSIFIER TUNING BASED ON DATA SIMILARITIESUS 7,089,241 · 2006 APPARATUS FOR PROCESSING COMMUNICATIONSUS 7,007,067 · 2006 METHOD AND APPARATUS FOR INDUCING CLASSIFIERS FOR MULTIMEDIA BASED ON UNIFIED REPRESENTATION OF FEATURES REFLECTING DISPARATE MODALITIESUS 6,892,193 · 2005 GRAPHICAL E-MAIL CONTENT ANALYSER AND PRIORITISER INCLUDING HIERARCHICAL EMAIL CLASSIFICATION SYSTEM IN AN EMAILUS 6,832,244 · 2004 USER INTERFACE/ENTERTAINMENT DEVICE THAT SIMULATES PERSONAL INTERACTION AND CHARGES EXTERNAL DATABASE WITH RELEVANT DATAUS 6,795,808 · 2004 CONCEPT-BASED SEARCH AND RETRIEVAL SYSTEMUS 6,675,159 · 2004 FILTERED IN-BOX FOR VOICE MAIL, E-MAIL, PAGES, WEB-BASED INFORMATION, AND FAXESUS 6,628,194 · 2003 ENHANCED HYPERTEXT CATEGORIZATION USING HYPERLINKSUS 6,389,436 · 2002 GOAL-DRIVEN INFORMATION INTERPRETATION AND EXTRACTION SYSTEMUS 5,864,848 · 1999 TEXT PREPARING SYSTEM USING KNOWLEDGE BASE AND METHOD THEREFORUS 5,802,504 · 1998

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