公开(公告)号：US09245232B1

公开(公告)日：2016-01-26

申请号：US13774767

申请日：2013-02-22

Applicant: Amazon Technologies, Inc.

Inventor： Tyson Christopher Trautmann ,  Peter Varnum Commons ,  Diwakar Chakravarthy ,  Michael Luis Collado ,  Thomas Lowell Keller ,  Benjamin Warren Mercier ,  Zachary Jared Wiggins

IPC: G06N5/00 ,  G06F1/00 ,  G06N99/00

CPC classification number: G06N99/005 ,  G06F17/30902

Abstract: A machine generated service cache that utilizes one or more machine learning classifiers is trained using service requests directed to a human-generated service and service responses generated by the human-generated service in response to the service requests. Once the machine generated service cache has been trained to a predetermined level of performance, the machine generated service cache can be utilized to process actual service requests directed to the human-generated service. The machine generated service cache might be utilized to process service requests for which it is not essential that the returned service response be identical to a response that would be generated by the human-generated service.

Abstract translation: 利用一个或多个机器学习分类器的机器生成的服务高速缓冲存储器是使用针对人类产生的服务的服务请求和由人类生成的服务响应于服务请求生成的服务响应进行训练的。 一旦机器生成的服务高速缓存已经被训练到预定的性能水平，则机器产生的服务高速缓存可以用于处理针对人造服务的实际服务请求。 机器生成的服务高速缓存可以用于处理服务请求，其中所返回的服务响应与由人为生成的服务生成的响应相同并不是必需的。

公开(公告)号：US10445807B1

公开(公告)日：2019-10-15

申请号：US13689450

申请日：2012-11-29

Applicant: Amazon Technologies, Inc.

Inventor： Peter Varnum Commons ,  David John Edwards, Jr. ,  Tony Jay Lee ,  Llewellyn James Mason ,  Scott James McKee ,  Elton Victor Pinto ,  Brandon William Porter ,  Tyson Christopher Trautmann

IPC: G06Q30/06

Abstract: This disclosure is directed to, in part, providing customers with an enhanced shopping experience during a visit to a physical store location. The enhanced shopping experience may include providing the customer with customized delivery of product information. The product information may include demonstrations of product use, samples of products, recommendations of related products or areas of interest to a customer, etc. To provide the customized information, the customer may register to be identified while at the physical store location. The physical store location may include sensors that identify a location of the registered customer. A presentation module may then push relevant content to a device located near the customer, possibly in response to a request from the customer and/or a location of the customer.