WORD PLURALIZATION HANDLING IN QUERY FOR WEB SEARCH

Patent №

US 7,996,410

Granted

2011-08-09

Filed 2007

Owner

YAHOO! INC.

Lab

AI components

6

ml · nlp · vision · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11701736

Techniques for determining when and how to transform words in a query to its plural or non-plural form in order to provide the most relevant search results while minimizing computational overhead are provided. A dictionary is generated based upon the words used in a specified number of previous most frequent search queries and comprises lists of transformations from plural to singular and singular to plural. Unnecessary transformations are removed from the dictionary based upon language modeling. The word to transform is determined by finding the last non-stop re-writable word of the query. The context of the transformed word is confirmed in the search documents and a version of the query is executed using both the original form of the word and the transformation of the word.

AI classification

Natural language1.00
Speech1.00
Machine learning0.99
Knowledge representation0.99
Vision0.98
AI hardware0.64
Planning0.00
Evolutionary computation0.00

Ownership

YAHOO! INC.

assignment · 189540191

Assignors

PENG, FUCHUN, AHMED, NAWAAZ, LI, XIN, LU, YUMAO

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

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