Invention Grant
- Patent Title: Generating a next best action recommendation using a machine learning process
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Application No.: US16741376Application Date: 2020-01-13
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Publication No.: US11573812B2Publication Date: 2023-02-07
- Inventor: Abhishek Verma , Michael Richard Palmeter , Simon Chow , Satheesh Kumar Reddy Challaveera , Trevor Mathers
- Applicant: Oracle International Corporation
- Applicant Address: US CA Redwood Shores
- Assignee: Oracle International Corporation
- Current Assignee: Oracle International Corporation
- Current Assignee Address: US CA Redwood Shores
- Agency: Invoke
- Main IPC: G06N20/00
- IPC: G06N20/00 ; G06F9/451

Abstract:
Techniques for determining a Next Best Action (NBA) are disclosed, with the determination being based on a position within an application, past actions by a user when experiencing a similar application context, and/or tasks in queue for the user to execute from current state of the application. Techniques are also disclosed for displaying an interface that includes the NBA in conjunction with a specific rationale for presenting the NBA, such as recommendations by a trusted person, based on the user's and/or other users' past behavior, and descriptions developed based on the specific NBA. Also, methods for determining a best NBA are disclosed, with the NBA being selected by applying static rules to a data set, heuristically analyzing the data set, and/or applying a machine learning model to the data set.
Public/Granted literature
- US20210081227A1 GENERATING A NEXT BEST ACTION RECOMMENDATION USING A MACHINE LEARNING PROCESS Public/Granted day:2021-03-18
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