ONLINE BEHAVIORAL PREDICTOR

Patent №

US 11,386,442

Granted

2022-07-12

Filed 2014

Owner

LIVEPERSON, INC.

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14245400

In some embodiments, a set of user groups can be defined, with each group relating to a different webpage experience, user action, etc. Requests are assigned to one of the groups based on actual webpage presentation features and/or user actions. A group-specific model is generated for each group and translates user information to a preliminary result (e.g., a purchasing probability). A model combination includes a weighted combination of a set of available group-specific models. User information is processed using the model combination to generate a model result. The model result is evaluated to determine whether a requested webpage is to be customized in a particular manner and/or an opportunity is to be offered.

AI classification

Machine learning1.00
Planning0.97
Knowledge representation0.97
AI hardware0.92
Natural language0.92
Vision0.12
Speech0.02
Evolutionary computation0.01

Ownership

LIVEPERSON, INC.

assignment · 329820291

Assignors

LAHAV, SHLOMO, RON, OFER, SHIMON, DAVID

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

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