公开(公告)号：US20190294994A1

公开(公告)日：2019-09-26

申请号：US16247510

申请日：2019-01-14

Applicant: AUTODESK, INC.

Inventor： Tovi GROSSMAN ,  Benjamin LAFRENIERE ,  Xu WANG

IPC: G06N20/00 ,  G06F16/2457 ,  G06F9/451 ,  G06F9/48

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：US20190050134A1

公开(公告)日：2019-02-14

申请号：US15675647

申请日：2017-08-11

Applicant: AUTODESK, INC.

Inventor： Tovi GROSSMAN ,  Benjamin LAFRENIERE

IPC: G06F3/0481 ,  G06T19/00 ,  G06T15/20

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.