CLASSIFYING SEARCH QUERY TRAFFIC

Patent №

US 8,244,752

Granted

2012-08-14

Filed 2008

Owner

MICROSOFT CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12106857

A method for classifying search query traffic can involve receiving a plurality of labeled sample search query traffic and generating a feature set partitioned into human physical limit features and query stream behavioral features. A model can be generated using the plurality of labeled sample search query traffic and the feature set. Search query traffic can be received and the model can be utilized to classify the received search query traffic as generated by a human or automatically generated.

AI classification

Machine learning1.00
Planning1.00
Natural language1.00
AI hardware1.00
Knowledge representation0.96
Speech0.21
Evolutionary computation0.01
Vision0.00

Ownership

MICROSOFT CORPORATION

assignment · 213190015

Assignors

BUEHRER, GREG, CHELLAPILLA, KUMAR, STOKES, JACK W.

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

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