WEB PAGE CATEGORIZATION USING GRAPH-BASED TERM SELECTION

Patent №

US 7,769,749

Granted

2010-08-03

Filed 2007

Owner

YAHOO! INC.

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11938983

This disclosure describes systems and methods for categorizing web pages. Web pages and terms selected from those web pages are organized in a matrix. The number of terms in the matrix are filtered using a Laplacian score algorithm. A linear regression algorithm or some other algorithm may use the filtered set of terms to fit the web pages into pre-defined categories.

AI classification

Natural language1.00
Machine learning1.00
Knowledge representation1.00
AI hardware0.81
Planning0.76
Speech0.29
Evolutionary computation0.01
Vision0.00

Ownership

YAHOO! INC.

assignment · 201010844

Assignors

HE, XIAOFEI

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

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