Patent · US Active

Using machine learning to predict behavior based on local conditions

US9460401B2 · kind B2 · utility

15Cited by

8References

19Claims

0Family size

Assignee

INSIDESALES.COM · US

Inventors

Xinchuan Zeng · Orem, US
Jeffrey K. Berry · Yorkville, US
David Randal Elkington · Mapleton, US

Key dates

Filing date	Oct 31, 2014
Grant date	Oct 4, 2016
Priority date	—
Expiry date	Oct 31, 2034

Classification

Technology area (CPC G)Physics
CPC primaryG06N3/084
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Using machine learning to predict behavior based on local conditions. In one example embodiment, a method for using machine learning to predict behavior based on local conditions may include identifying a lead, identifying a target behavior for the lead, identifying a locality associated with the lead, identifying a current local condition of the locality, and employing a machine learning classifier to generate a prediction of a likelihood of the lead exhibiting the target behavior. In this example embodiment, the machine learning classifier may base the prediction on the target behavior, the locality, and the current local condition.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.