公开(公告)号：US12073494B2

公开(公告)日：2024-08-27

申请号：US16364010

申请日：2019-03-25

Applicant: AUTODESK, INC.

Inventor： Tovi Grossman ,  Alexandra R. Bergin ,  Benjamin Lafreniere ,  Jaime A. Perkins ,  Adam L. Menter ,  Howard R. Swearer ,  George Fitzmaurice ,  Justin Frank Matejka ,  Jiin Shin ,  William C. Sabram ,  Michael L. McManus

IPC: G06T11/20 ,  G06F3/0481 ,  G06F3/0484 ,  G06F11/34 ,  G06Q10/0639 ,  G06Q30/018 ,  G09B19/00

CPC classification number: G06T11/206 ,  G06F3/0481 ,  G06F3/0484 ,  G06F11/3438 ,  G06Q10/06398 ,  G06Q30/018 ,  G09B19/0053

Abstract: A command map GUI that illustrates command usage patterns of a first entity and/or a comparison between the first entity and a second entity. A server receives and stores command usage data from a plurality of clients, each client executing a software application that enables a set of commands. A client displays the GUI based on command usage data received from the server. The GUI displays a circle chart comprising a plurality of segments representing various command categories, each segment including a wedge that represents the amount of usage of the corresponding command category. The GUI also displays a plurality of data points, each data point representing a command, wherein the distance from the center of the circle chart represents the amount of usage of the corresponding command. The GUI may display a certification and/or an unused command recommended for a user based on command usage patterns of the user.

公开(公告)号：US12045918B2

公开(公告)日：2024-07-23

申请号：US16363997

申请日：2019-03-25

Applicant: AUTODESK, INC.

Inventor： Tovi Grossman ,  Alexandra R. Bergin ,  Benjamin Lafreniere ,  Jaime A. Perkins ,  Adam L. Menter ,  Howard R. Swearer ,  George Fitzmaurice ,  Justin Frank Matejka ,  Ji In Shin ,  William C. Sabram ,  Michael L. McManus

IPC: G06T11/20 ,  G06F3/0481 ,  G06F3/0484 ,  G06F11/34 ,  G06Q10/0639 ,  G06Q30/018 ,  G09B19/00

CPC classification number: G06T11/206 ,  G06F3/0481 ,  G06F3/0484 ,  G06F11/3438 ,  G06Q10/06398 ,  G06Q30/018 ,  G09B19/0053

Abstract: A command map GUI that illustrates command usage patterns of a first entity and/or a comparison between the first entity and a second entity. A server receives and stores command usage data from a plurality of clients, each client executing a software application that enables a set of commands. A client displays the GUI based on command usage data received from the server. The GUI displays a circle chart comprising a plurality of segments representing various command categories, each segment including a wedge that represents the amount of usage of the corresponding command category. The GUI also displays a plurality of data points, each data point representing a command, wherein the distance from the center of the circle chart represents the amount of usage of the corresponding command. The GUI may display a certification and/or an unused command recommended for a user based on command usage patterns of the user.

公开(公告)号：US12008694B2

公开(公告)日：2024-06-11

申请号：US16363997

申请日：2019-03-25

Applicant: AUTODESK, INC.

Inventor： Tovi Grossman ,  Alexandra R. Bergin ,  Benjamin Lafreniere ,  Jaime A. Perkins ,  Adam L. Menter ,  Howard R. Swearer ,  George Fitzmaurice ,  Justin Frank Matejka ,  Ji In Shin ,  William C. Sabram ,  Michael L. McManus

IPC: G06T11/20 ,  G06F3/0481 ,  G06F3/0484 ,  G06F11/34 ,  G06Q10/0639 ,  G06Q30/018 ,  G09B19/00

CPC classification number: G06T11/206 ,  G06F3/0481 ,  G06F3/0484 ,  G06F11/3438 ,  G06Q10/06398 ,  G06Q30/018 ,  G09B19/0053

Abstract: A command map GUI that illustrates command usage patterns of a first entity and/or a comparison between the first entity and a second entity. A server receives and stores command usage data from a plurality of clients, each client executing a software application that enables a set of commands. A client displays the GUI based on command usage data received from the server. The GUI displays a circle chart comprising a plurality of segments representing various command categories, each segment including a wedge that represents the amount of usage of the corresponding command category. The GUI also displays a plurality of data points, each data point representing a command, wherein the distance from the center of the circle chart represents the amount of usage of the corresponding command. The GUI may display a certification and/or an unused command recommended for a user based on command usage patterns of the user.

公开(公告)号：US11823015B2

公开(公告)日：2023-11-21

申请号：US16247510

申请日：2019-01-14

Applicant: AUTODESK, INC.

Inventor： Tovi Grossman ,  Benjamin Lafreniere ,  Xu Wang

IPC: G06N5/04 ,  G06N20/00 ,  G06F16/2457 ,  G06F9/451 ,  G06F9/48 ,  G06F11/34 ,  G06F17/18 ,  G06N7/01

CPC classification number: G06N20/00 ,  G06F9/453 ,  G06F9/4806 ,  G06F9/4881 ,  G06F11/3452 ,  G06F16/24578 ,  G06F17/18 ,  G06N5/04 ,  G06N7/01

Abstract: In various embodiments, a pattern-based recommendation subsystem automatically recommends workflows for software-based tasks. In operation, the pattern-based recommendation subsystem computes an expected distribution of frequencies across command patterns based on different distributions of frequencies across the command patterns. The expected distribution of frequencies is associated with a target user, and each different distribution of frequencies is associated with a different user. The pattern-based recommendation subsystem then applies a set of commands associated with the target user to a trained machine-learning model to determine a target distribution of weights applied to a set of tasks. Subsequently, the pattern-based recommendation subsystem determines a training item based on the expected distribution of frequencies and the target distribution of weights. The pattern-based recommendation subsystem generates a recommendation that specifies the training item. Finally, the pattern-based recommendation subsystem transmits the recommendation to a user to assist the user in performing a particular task.

公开(公告)号：US11803771B2

公开(公告)日：2023-10-31

申请号：US16247507

申请日：2019-01-14

Applicant: AUTODESK, INC.

Inventor： Tovi Grossman ,  Benjamin Lafreniere ,  Xu Wang

IPC: G06N7/01 ,  G06N5/04 ,  G06N20/00 ,  G06F16/2457 ,  G06F9/451 ,  G06F9/48 ,  G06F11/34 ,  G06F17/18

CPC classification number: G06N20/00 ,  G06F9/453 ,  G06F9/4806 ,  G06F9/4881 ,  G06F11/3452 ,  G06F16/24578 ,  G06F17/18 ,  G06N5/04 ,  G06N7/01

Abstract: In various embodiments, a task-based recommendation subsystem automatically recommends workflows for software-based tasks based on a trained machine-learning model that maps different sets of commands to different distributions of weights applied to a set of tasks. In operation, the task-based recommendation subsystem applies a first set of commands associated with a target user to the trained machine-learning model to determine a target distribution of weights applied to the set of tasks. The task-based recommendation subsystem then performs processing operation(s) based on at least two different distributions of weights applied to the set of tasks and the target distribution to determine a training item. Subsequently, the task-based recommendation subsystem generates a recommendation that specifies the training item. Finally, the task-based recommendation subsystem transmits the recommendation to a user to assist the user in performing a particular task.

公开(公告)号：US11474660B2

公开(公告)日：2022-10-18

申请号：US15675645

申请日：2017-08-11

Applicant: AUTODESK, INC.

Inventor： Tovi Grossman ,  Benjamin Lafreniere

IPC: G06T15/00 ,  G06F3/04815 ,  G06T19/00 ,  G06T15/20 ,  G06F3/0485 ,  G06T19/20 ,  G06F3/04847

Abstract: Techniques for gradually transitioning a user to a second navigation scheme while using a first navigation scheme in a 3D design application that generates and displays a 3D virtual environment. The design application initially implements the first navigation scheme and a set of function tools of the standard navigation scheme. The design application monitors for a set of patterns of navigation actions during use of the first-person navigation scheme, each pattern being performed more efficiently when using the standard navigation scheme. Upon detecting a pattern using the first-person navigation scheme, the design application may switch to the standard navigation scheme. Also, upon detecting selection of a function tool, the design application may switch to the standard navigation scheme during use of the function tool. When the function tool is closed, the design application may switch back to the first-person navigation scheme.