公开(公告)号：US11200515B1

公开(公告)日：2021-12-14

申请号：US15927615

申请日：2018-03-21

Applicant: Amazon Technologies, Inc.

Inventor： Joseph Hopkins ,  Richard Loser ,  Paul Kosmas Synadinos ,  Michael J. Johnson ,  Upneet Bhatia

IPC: G06Q10/02 ,  G06Q20/10 ,  G06Q30/02 ,  G06N20/00 ,  G06F16/635

Abstract: Techniques for facilitating reservations between a first creative entity and a first venue. Digital audio data for a first creative entity is analyzed to determine acoustic attributes. A plurality of potential venues are determined. A machine learning model is used to calculate an estimated demand metric for the first creative entity for each of the plurality of potential venues, based on a venue profile for the respective venue and acoustic attributes for the first creative entity. Two or more venues are selected and a proposed itinerary is created. A digital order is generated based on the proposed itinerary. User profile data for the first creative entity is updated, upon successful completion of the digital order, and a digital transaction is generated to automatically charge a determined first amount to an account for the first venue and to transfer a determined second amount to an account for the first creative entity.