公开(公告)号：US10769371B1

公开(公告)日：2020-09-08

申请号：US15824477

申请日：2017-11-28

Applicant: Amazon Technologies, Inc.

Inventor： Ivan Barrientos ,  Prakash Bulusu ,  Pragyana K. Mishra

IPC: G06F40/247 ,  G06F16/9535 ,  G06F40/49 ,  G06F40/274 ,  G06F3/0482

Abstract: Systems, methods, and computer-readable media are disclosed for systems and methods for automatic execution of actions responsive to queries. Example methods include determining a set of seed words for input at a first search engine, determining a first autocomplete result associated with a first word at the first search engine, and determining a second autocomplete result associated with the first autocomplete result at the first search engine. Example methods include determining a set of user interaction histories that comprises queries input at a second search engine, and determining that a first user interaction history includes a query with a portion of the second autocomplete result. Example methods include determining a user action performed after the query, and associating the user action with the query in a database, such that subsequent inputs of the query cause the first user action to automatically occur.

公开(公告)号：US11531694B1

公开(公告)日：2022-12-20

申请号：US16155621

申请日：2018-10-09

Applicant: Amazon Technologies, Inc.

Inventor： Ivan Barrientos ,  Pragyana Mishra

IPC: G06F16/33 ,  G06F5/00 ,  G06F11/34

Abstract: Systems and techniques are disclosed for machine learning based improvements in estimation techniques. An example method includes obtaining a seed specifying a portion of an action for evaluation with respect to a networked computing environment. A description of the action is completed by providing a first recurrent neural network (RNN) with the seed to generate one or more additional words, with the action represented by the description not being enabled yet in the networked computing environment. An estimated down-stream impact (DSI) associated with the action is determined based on a second RNN, with the estimated DSI indicating an estimated measure of impact to the networked computing environment which would be caused by performance of the example action after enabling the example action. Output of an interactive user interface including information representing the action and the estimated DSI is caused.

公开(公告)号：US10937078B1

公开(公告)日：2021-03-02

申请号：US15885481

申请日：2018-01-31

Applicant: Amazon Technologies, inc.

Inventor： Ivan Barrientos ,  Pragyana K. Mishra

IPC: G06F7/00 ,  G06Q30/06 ,  G06N3/02 ,  G06F16/903

Abstract: A system is provided for analyzing item description attributes and user profile attributes, and dynamically generating item description content based on the analysis. The system can obtain item descriptions for a particular item from any number of different sources and/or in any number of different formats. The system can process the item descriptions to determine item attributes. The system can also obtain data regarding user profile attributes. The system may dynamically generate item description content for the particular item and user based on analyzing the item attributes and user profile attributes. The item description content may be further tailored to a particular channel of delivery.