Patent ID: 11900110
Assignee: PROSPER FUNDING LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. A system comprising:
a server comprising one or more processors and one or more memories; and
a server application, executing on the one or more processors of the server, configured for:
receiving a generation request for a content slot,
generating a subsequent tag vector, for the content slot, from a previous tag, for a previous content slot, using a subsequent tag model,
generating a context vector from a set of subsequent tag vectors, which include the subsequent tag vector, using a context vector generator,
generating a selection vector from the context vector using a contextual bandit model,
generating a content set for the content slot using the selection vector and a content template, wherein generating the content set comprises:
selecting the content template using a random number and a plurality of values from the selection vector, wherein the plurality of values is a plurality of probabilities used to select the content template from a plurality of content templates mapped to the plurality of probabilities, and

presenting the content set for the content slot.