Patent ID: 11914459
Assignee: AMERICAN EXPRESS TRAVEL RELATED SERVICES COMPANY, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 7:
8. A method, comprising
receiving, by a computing device, a website navigation sequence of a client device interacting with a website;
determining, by the computing device, a predicted value for a next measurement of the client device executing the website navigation sequence based at least in part on a first machine learning model being trained with historical navigation sequence data;
determining, by the computing device, an actual value for the next measurement of the client device executing the website navigation sequence;
determining, by the computing device, an anomaly website event in the website navigation sequence based at least in part on the actual value failing to meet a boundary threshold associated with the predicted value; and
determining, by the computing device, an anomaly type for the anomaly website event based at least in part on a second machine learning model being trained with a plurality of previous anomaly website events from a plurality of previous website navigation sequences being classified as a plurality of previous anomaly types.