公开(公告)号：US11775884B2

公开(公告)日：2023-10-03

申请号：US17973166

申请日：2022-10-25

申请人： Airbnb, Inc.

发明人： Yi Hou ,  Li Fan ,  Trunal Bhanse ,  Andrew Chen

IPC分类号： G06Q10/02 ,  G06Q30/02 ,  H04W4/02 ,  G06N20/00 ,  G06Q30/06 ,  G06Q30/0204 ,  G06Q30/0601

CPC分类号： G06Q10/02 ,  G06N20/00 ,  G06Q30/0205 ,  G06Q30/0627 ,  H04W4/025

摘要： Systems and methods are provided for receiving a request for services in a given location from a client device operated by a user and generating a set of features based on information included in the request for services in the given location. The systems and methods further provide for analyzing the set of features using a machine learning model to predict whether only services that can be instantly booked should be provided in response to the request for services in the given location, analyzing a prediction output by the machine learning model to determine that only services that can be instantly booked should be provided in response to the request for services in the given location, and generating a list with only services that can be instantly booked.

公开(公告)号：US11521135B2

公开(公告)日：2022-12-06

申请号：US16169172

申请日：2018-10-24

申请人： Airbnb, Inc.

发明人： Yi Hou ,  Li Fan ,  Trunal Bhanse ,  Andrew Chen

IPC分类号： G06Q10/02 ,  G06Q30/02 ,  H04W4/02 ,  G06Q30/06 ,  G06N20/00

摘要： Systems and methods are provided for receiving a request for services in a given location from a client device operated by a user and generating a set of features based on information included in the request for services in the given location. The systems and methods further provide for analyzing the set of features using a machine learning model to predict whether only services that can be instantly booked should be provided in response to the request for services in the given location, analyzing a prediction output by the machine learning model to determine that only services that can be instantly booked should be provided in response to the request for services in the given location, and generating a list with only services that can be instantly booked.

公开(公告)号：US20230052819A1

公开(公告)日：2023-02-16

申请号：US17973166

申请日：2022-10-25

申请人： Airbnb, Inc.

发明人： Yi Hou ,  Li Fan ,  Trunal Bhanse ,  Andrew Chen

IPC分类号： G06Q10/02 ,  G06Q30/02 ,  H04W4/02 ,  G06Q30/06 ,  G06N20/00

摘要： Systems and methods are provided for receiving a request for services in a given location from a client device operated by a user and generating a set of features based on information included in the request for services in the given location. The systems and methods further provide for analyzing the set of features using a machine learning model to predict whether only services that can be instantly booked should be provided in response to the request for services in the given location, analyzing a prediction output by the machine learning model to determine that only services that can be instantly booked should be provided in response to the request for services in the given location, and generating a list with only services that can be instantly booked.