公开(公告)号：US20240241916A1

公开(公告)日：2024-07-18

申请号：US18155498

申请日：2023-01-17

Applicant: Cisco Technology, Inc.

Inventor： Qihong Shao ,  Josh Viktorov ,  Doosan Jung ,  Gurvinder Singh ,  Matthew R. Engle ,  David C. White, JR.

IPC: G06F16/9535 ,  G06F16/906 ,  G06N5/022

CPC classification number: G06F16/9535 ,  G06F16/906 ,  G06N5/022

Abstract: A platform dynamically detects a user persona and facilitates a user objective in a user session. The platform obtains user activity of users across multiple historical sessions. The platform clusters similar user activity across the historical sessions to determine personas being used in the historical sessions. The platform mines sequential patterns in a set of user activity data associated with one of the personas and determines at least one predictive rule associated with that persona. Each predictive rule includes an initial activity among the set of user activity data and at least one subsequent activity in the set of user activity data.

公开(公告)号：US12118049B2

公开(公告)日：2024-10-15

申请号：US18155498

申请日：2023-01-17

Applicant: Cisco Technology, Inc.

Inventor： Qihong Shao ,  Josh Viktorov ,  Doosan Jung ,  Gurvinder Singh ,  Matthew R. Engle ,  David C. White, Jr.

IPC: G06F16/9535 ,  G06F16/906 ,  G06N5/022

CPC classification number: G06F16/9535 ,  G06F16/906 ,  G06N5/022

Abstract: A platform dynamically detects a user persona and facilitates a user objective in a user session. The platform obtains user activity of users across multiple historical sessions. The platform clusters similar user activity across the historical sessions to determine personas being used in the historical sessions. The platform mines sequential patterns in a set of user activity data associated with one of the personas and determines at least one predictive rule associated with that persona. Each predictive rule includes an initial activity among the set of user activity data and at least one subsequent activity in the set of user activity data.

公开(公告)号：US20240378253A1

公开(公告)日：2024-11-14

申请号：US18780685

申请日：2024-07-23

Applicant: Cisco Technology, Inc.

Inventor： Qihong Shao ,  Josh Viktorov ,  Doosan Jung ,  Gurvinder Singh ,  Matthew R. Engle ,  David C. White, JR.

IPC: G06F16/9535 ,  G06F16/906 ,  G06N5/022

Abstract: A platform dynamically detects a user persona and facilitates a user objective in a user session. The platform obtains user activity of users across multiple historical sessions. The platform clusters similar user activity across the historical sessions to determine personas being used in the historical sessions. The platform mines sequential patterns in a set of user activity data associated with one of the personas and determines at least one predictive rule associated with that persona. Each predictive rule includes an initial activity among the set of user activity data and at least one subsequent activity in the set of user activity data.