公开(公告)号：US20200285680A1

公开(公告)日：2020-09-10

申请号：US16850320

申请日：2020-04-16

Applicant: Google LLC

Inventor： Zoltan Gyongyi ,  Albert Segars ,  Qun Cao ,  Juthika Dabholkar ,  Darryl DeWeese ,  Anandsudhakar Kesari ,  Yiyuan Xia ,  Vincent Zammit

IPC: G06F16/9535 ,  G06F16/9537

Abstract: Methods and apparatus for generating, in response to a search query of a user, a personal search result that identifies a physical location previously interacted with by the user, such as a physical location previously visited by the user. Some implementations are directed to methods and apparatus for determining whether a search query is a personal locational query indicating a desire for information related to one or more physical locations previously interacted with by the user. Some implementations are directed to methods and apparatus for determining search parameters for such a personal locational query. Some implementations are directed to methods and apparatus for searching private content of the user to determine physical locations previously interacted with by the user that are responsive to such a personal locational query. Some implementations are directed to methods and apparatus for generating personal search results that identify determined physical locations previously interacted with by the user.

公开(公告)号：US20190012719A1

公开(公告)日：2019-01-10

申请号：US16129508

申请日：2018-09-12

Applicant: GOOGLE LLC

Inventor： John Roberts Anderson ,  Ryan Michael Rifkin ,  Jay Yagnik ,  Rasmus Larsen ,  Sarvjeet Singh ,  Yi-fan Chen ,  Anandsudhakar Kesari

IPC: G06Q30/06 ,  G06Q30/02

Abstract: Implementations include systems and methods for scoring candidates for set recommendation problems. An example method includes repeating, for each code in code arrays for items in a set of items, determining a most common value for the code. In some implementations, the method includes determining that the most common value occurs with a frequency that meets an occurrence threshold and adding the code and the most common value to set-inclusion criteria. In other implementations, the method includes determining a value for the code from a code array for a seed item and adding the code and the most common value to set-inclusion criteria when the value for the code from the code array for the seed item matches the most common value. The method may also include evaluating a similarity with a candidate item based on the set-inclusion criteria and basing a recommendation regarding the candidate item on the similarity.

公开(公告)号：US20240020321A1

公开(公告)日：2024-01-18

申请号：US18062635

申请日：2022-12-07

Applicant: GOOGLE LLC

Inventor： Arsalan Mosenia ,  Anandsudhakar Kesari ,  Yanli Cai ,  Anurag Vyas ,  Monica Chawathe Lenart

IPC: G06F16/28 ,  G06F16/2457

CPC classification number: G06F16/287 ,  G06F16/24578

Abstract: Techniques of providing category recommendations include a category recommendation system that provides users recommended categories based on implicit data (e.g., user-item interactions) and/or explicit data (e.g., queries, user information). The recommendations can be personalized or non-personalized (i.e., depending if user embeddings are used), queried or non-queried (i.e., depending on whether query embeddings are used), or personalized and queried (if both user and query embeddings are used). In any of these cases, there is an offline mode and a serving mode. In the offline mode, a category embedding is generated from an aggregation of item embeddings associated with a candidate category. In the serving mode, the candidate category is selected for display on a user device based on a similarity between the category embedding and either, or both, of the user embedding and the query embedding.

公开(公告)号：US10664541B2

公开(公告)日：2020-05-26

申请号：US16103685

申请日：2018-08-14

Applicant: Google LLC

Inventor： Zoltan Gyongyi ,  Albert Segars ,  Qun Cao ,  Juthika Dabholkar ,  Darryl DeWeese ,  Anandsudhakar Kesari ,  Yiyuan Xia ,  Vincent Zammit

IPC: G06F16/9537 ,  G06F16/9535

Abstract: Methods and apparatus for generating, in response to a search query of a user, a personal search result that identifies a physical location previously interacted with by the user, such as a physical location previously visited by the user. Some implementations are directed to methods and apparatus for determining whether a search query is a personal locational query indicating a desire for information related to one or more physical locations previously interacted with by the user. Some implementations are directed to methods and apparatus for determining search parameters for such a personal locational query. Some implementations are directed to methods and apparatus for searching private content of the user to determine physical locations previously interacted with by the user that are responsive to such a personal locational query. Some implementations are directed to methods and apparatus for generating personal search results that identify determined physical locations previously interacted with by the user.

公开(公告)号：US11494451B2

公开(公告)日：2022-11-08

申请号：US16850320

申请日：2020-04-16

Applicant: Google LLC

Inventor： Zoltan Gyongyi ,  Albert Segars ,  Qun Cao ,  Juthika Dabholkar ,  Darryl DeWeese ,  Anandsudhakar Kesari ,  Yiyuan Xia ,  Vincent Zammit

IPC: G06F16/9535 ,  G06F16/9537

Abstract: Methods and apparatus for generating, in response to a search query of a user, a personal search result that identifies a physical location previously interacted with by the user, such as a physical location previously visited by the user. Some implementations are directed to methods and apparatus for determining whether a search query is a personal locational query indicating a desire for information related to one or more physical locations previously interacted with by the user. Some implementations are directed to methods and apparatus for determining search parameters for such a personal locational query. Some implementations are directed to methods and apparatus for searching private content of the user to determine physical locations previously interacted with by the user that are responsive to such a personal locational query. Some implementations are directed to methods and apparatus for generating personal search results that identify determined physical locations previously interacted with by the user.

公开(公告)号：US20180349504A1

公开(公告)日：2018-12-06

申请号：US16103685

申请日：2018-08-14

Applicant: Google LLC

Inventor： Zoltan Gyongyi ,  Albert Segars ,  Qun Cao ,  Juthika Dabholkar ,  Darryl DeWeese ,  Anandsudhakar Kesari ,  Yiyuan Xia ,  Vincent Zammit

IPC: G06F17/30

Abstract: Methods and apparatus for generating, in response to a search query of a user, a personal search result that identifies a physical location previously interacted with by the user, such as a physical location previously visited by the user. Some implementations are directed to methods and apparatus for determining whether a search query is a personal locational query indicating a desire for information related to one or more physical locations previously interacted with by the user. Some implementations are directed to methods and apparatus for determining search parameters for such a personal locational query. Some implementations are directed to methods and apparatus for searching private content of the user to determine physical locations previously interacted with by the user that are responsive to such a personal locational query. Some implementations are directed to methods and apparatus for generating personal search results that identify determined physical locations previously interacted with by the user.