公开(公告)号：US20210326519A1

公开(公告)日：2021-10-21

申请号：US16853491

申请日：2020-04-20

Applicant: Google LLC

Inventor： Weihao Lin ,  Vishnu Sivaji

IPC: G06F40/18 ,  G06F40/169 ,  G06F40/30 ,  G06N20/00 ,  G06F16/901

Abstract: A method to generated a chart recommendation based on machine understanding of spreadsheet data, including determining a set of data that each include content of a cell of one or more cells in a column of a spreadsheet presented to a user. The method further determines an entity type associated with the column based on the set of data. The entity type represents a semantic meaning of the set of data in the column of the spreadsheet. The method further identifies at least one of a plurality of charts that is relevant to the entity type associated with the column. The method then provides the identified chart for presentation to the user.

公开(公告)号：US20240386196A1

公开(公告)日：2024-11-21

申请号：US18786376

申请日：2024-07-26

Applicant: Google LLC

Inventor： Weihao Lin ,  Vishnu Sivaji

IPC: G06F40/18 ,  G06F16/901 ,  G06F40/169 ,  G06F40/30 ,  G06N20/00

Abstract: A system including a memory and a processing device coupled to the memory to identify a set of data corresponding to content of one or more cells in a column of a spreadsheet presented to a user of a user device; add, to metadata of the spreadsheet, an annotation associated with an entity type representing the semantic meaning of a subset of the set of data; determine an entity type representing a semantic meaning of the subset of data; identify a plurality of charts based on the user device characteristic of the user device and/or the entity type associated with the column, wherein each chart of the plurality of charts is associated with a score based on the user device characteristic and/or the entity type; and provide the plurality of charts for presentation one the user device in an order reflecting the corresponding scores of the plurality of charts.

公开(公告)号：US12050860B2

公开(公告)日：2024-07-30

申请号：US18100498

申请日：2023-01-23

Applicant: Google LLC

Inventor： Weihao Lin ,  Vishnu Sivaji

IPC: G06F40/18 ,  G06F16/901 ,  G06F40/169 ,  G06F40/30 ,  G06N20/00

CPC classification number: G06F40/18 ,  G06F16/9024 ,  G06F40/169 ,  G06F40/30 ,  G06N20/00

Abstract: A system to generate a chart recommendation based on machine understanding of spreadsheet data, including a memory and a processing device coupled to the memory to identify a set of data that each include content of a cell of one or more cells in a column of a spreadsheet presented to a user of a user device; add, to metadata of the cell, an annotation associated with an entity type representing the semantic meaning of the data in the cell; determine, based on the annotation, an entity type representing a semantic meaning of the set of data in the column; identify at least one of a plurality of charts that is relevant to at least one of the entity type associated with the column, a user device characteristic associated with the user device, or a user class characteristic; and provide the identified chart for presentation to the user.

公开(公告)号：US20230161956A1

公开(公告)日：2023-05-25

申请号：US18100498

申请日：2023-01-23

Applicant: Google LLC

Inventor： Weihao Lin ,  Vishnu Sivaji

IPC: G06F40/18 ,  G06N20/00 ,  G06F16/901 ,  G06F40/169 ,  G06F40/30

CPC classification number: G06F40/18 ,  G06N20/00 ,  G06F16/9024 ,  G06F40/169 ,  G06F40/30

Abstract: A system to generate a chart recommendation based on machine understanding of spreadsheet data, including a memory and a processing device coupled to the memory to identify a set of data that each include content of a cell of one or more cells in a column of a spreadsheet presented to a user of a user device; add, to metadata of the cell, an annotation associated with an entity type representing the semantic meaning of the data in the cell; determine, based on the annotation, an entity type representing a semantic meaning of the set of data in the column; identify at least one of a plurality of charts that is relevant to at least one of the entity type associated with the column, a user device characteristic associated with the user device, or a user class characteristic; and provide the identified chart for presentation to the user.

公开(公告)号：US11562129B2

公开(公告)日：2023-01-24

申请号：US16853491

申请日：2020-04-20

Applicant: Google LLC

Inventor： Weihao Lin ,  Vishnu Sivaji

IPC: G06F40/18 ,  G06N20/00 ,  G06F16/901 ,  G06F40/169 ,  G06F40/30

Abstract: A method to generated a chart recommendation based on machine understanding of spreadsheet data, including determining a set of data that each include content of a cell of one or more cells in a column of a spreadsheet presented to a user. The method further determines an entity type associated with the column based on the set of data. The entity type represents a semantic meaning of the set of data in the column of the spreadsheet. The method further identifies at least one of a plurality of charts that is relevant to the entity type associated with the column. The method then provides the identified chart for presentation to the user.