SYSTEM AND METHOD FOR DEDUCING USER INTERACTION PATTERNS BASED ON LIMITED ACTIVITIES

Patent №

US 9,740,986

Granted

2017-08-22

Filed 2008

Owner

YAHOO! INC.

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12241284

The present invention is directed to a method and system for determining user interaction patterns. The method and system comprises generating a plurality of atomic sessions by grouping search events related to a user and a query string using a search engine. The method and system includes using the atomic sessions, constructing a first query chain based on actions of the user to satisfy an information need. The method and system includes dividing the first query chain into at least one smaller chain by both a time factor and a query similarity factor. And the method and system includes determining user-interaction patterns relating to the search engine using the at least one smaller chain.

AI classification

Natural language1.00
Planning1.00
Knowledge representation0.98
Machine learning0.97
AI hardware0.65
Speech0.01
Vision0.00
Evolutionary computation0.00

Ownership

YAHOO! INC.

assignment · 216060397

Assignors

DUPRET, GEORGES, PIWOWARSKI, BENJAMIN

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

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