ASSOCIATING OBJECTS IN DATABASES BY RATE-BASED TAGGING

Patent №

US 8,713,009

Granted

2014-04-29

Filed 2008

Owner

YAHOO! INC.

Lab

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12238324

Embodiments of the present invention provide automatic systems and methods for associating objects in databases of a web site by rate-based tagging. The frequencies of users entering specific tag terms for objects stored in the databases of the web site are used to determine hard associations between objects and tag terms and between objects. When the frequencies of user tags exceed established thresholds, hard associations between objects and tag terms are established. When objects are identified or determined to have hard association with tag terms, the objects are determined to be more clearly associated with the corresponding tag terms. Therefore, they should be highlighted or featured in more prominent locations on web pages of the web site to increase users' confidence in content of the web site. To identify hard-associated objects, more weights can be assigned to the hard-associated objects, which allows them to be more likely to be selected for display in prominent locations. In addition, objects that are determined to have hard associations with tag terms can also have hard associations with one another due to the common tag terms they share. The hard association relationship between objects can be displayed through links to associated objects when an object is selected for display.

AI classification

Natural language1.00
Knowledge representation1.00
Machine learning0.93
Planning0.84
Vision0.04
AI hardware0.03
Evolutionary computation0.00
Speech0.00

Ownership

YAHOO! INC.

assignment · 216020031

Assignors

WALKER, HUBERT M., LARA, ANKARINO S., BEDARD, SCOTT, BLAKE, STEPHEN JAMES

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

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