PREDICTING FUTURE QUERIES FROM LOG DATA

Patent №

US 7,979,415

Granted

2011-07-12

Filed 2008

Owner

MICROSOFT CORPORATION

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12204472

A system, media, and method for selecting future queries are provided. The selected future queries are used to transmit appropriate online advertising to a user that issues queries to a search engine. The search engine is coupled to a prediction component that predicts what subject the user is going to be interested in and when the user will be interested in the subject. The prediction component returns a future query using statistical language models representing a query history of the user and aggregate query histories for a community of users.

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Planning1.00
AI hardware0.98
Knowledge representation0.77
Evolutionary computation0.12
Vision0.02

Ownership

MICROSOFT CORPORATION

assignment · 214830720

Assignors

SHEN, DOU, LI, YING

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

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