Patent ID: 11907862
Assignee: CAPITAL ONE SERVICES, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 17:
18. A method comprising:
determining a first trained machine learning model, wherein the first trained machine learning model was trained, by a first computing device and using first training data to modify one or more first weights of a first artificial neural network, to determine subsets comprising at least two different emojis of a plurality of emojis that correspond to at least two different emoji types;
determining a second trained machine learning model, wherein the second trained machine learning model was trained, by the first computing device and using second training data different from the first training data to modify one or more second weights of a second artificial neural network, to select emojis, from the plurality of emojis, that correspond to one or more predicted responses to one or more messages;
receiving, by the first computing device and from a third computing device, textual content of a first message, wherein the first message has not yet been posted to a messaging application, of a plurality of applications, executing on a second computing device;
processing, by the first computing device and using the first trained machine learning model, the textual content of the first message to determine one or more subsets comprising at least two different emojis of the plurality of emojis;
determining, by the first computing device and using the second trained machine learning model and based on the textual content of the first message, one or more confidence values corresponding to one or more second emojis selected from the one or more subsets of the plurality of emojis; and
transmitting, by the first computing device, the one or more confidence values to the third computing device.