- 专利标题: Self-training machine-learning system for generating and providing action recommendations
-
申请号: US17303848申请日: 2021-06-09
-
公开(公告)号: US11282408B2公开(公告)日: 2022-03-22
- 发明人: Michael Baker , Andrew Delany , Siddhartha Bothra , Shikha Desai , Marie Guthrie
- 申请人: UnitedHealth Group Incorporated
- 申请人地址: US MN Minnetonka
- 专利权人: UnitedHealth Group Incorporated
- 当前专利权人: UnitedHealth Group Incorporated
- 当前专利权人地址: US MN Minnetonka
- 代理机构: Alston & Bird LLP
- 主分类号: G06N20/00
- IPC分类号: G06N20/00 ; G09B19/00 ; G06F3/0483 ; G06F3/0482
摘要:
A user computing entity executes application program code to cause display of an IUI via a user interface of the user computing entity. The IUI comprises an action list comprising one or more action items corresponding to one or more team members of a team. The action items are automatically ordered based on one or more action priorities. At least one of the action items corresponds to a coaching opportunity and a recommendation for responding thereto. The coaching opportunity is automatically identified using a recommendation model trained using machine learning based at least in part on performance data corresponding to a plurality of key performance indicator metrics. The recommendation for responding to the coaching opportunity is determined using the recommendation model and based on the performance data. The recommendation model is trained using information regarding previous handlings of coaching opportunities and corresponding outcome indicators for a cluster of teams.
公开/授权文献
信息查询