SYSTEM AND METHOD FOR IMPROVING USER ENGAGEMENT BASED ON USER SESSION ANALYSIS

Patent №

US 11,494,635

Granted

2022-11-08

Filed 2019

Owner

EBAY INC.

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16252862

A server accesses a plurality of users' sessions with the web server. Each user session indicating a page flow of a corresponding user session for a plurality of web pages provided by the web server. The server generates a learning model using a neural network based on the plurality of users' sessions. The learning model is configured to predict a next user activity based on a current page flow of a current user session. The next user activity indicating one of continuing the current user session by visiting another web page provided by the web server and ending the current user session. The server dynamically adjusts a content of a web page based on the predicted next user activity.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06N 3/08G06F 16/9574G06N 3/044G06N 3/0442G06N 3/09G06N 7/01

AI classification

Natural language1.00
Planning1.00
Machine learning1.00
AI hardware0.99
Knowledge representation0.98
Vision0.00
Speech0.00
Evolutionary computation0.00

Ownership

EBAY INC.

assignment · 480700501

Assignors

NIE, KEYU, ZHOU, YANG, ZHANG, ZEZHONG, YUAN, TAO, WANG, QIAN, BALLARDIN, GIORGIO, SUN, LIREN

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

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