公开(公告)号：US20190197367A1

公开(公告)日：2019-06-27

申请号：US15855500

申请日：2017-12-27

申请人： International Business Machines Corporation

发明人： Ban Kawas ,  Dharmashankar Subramanian ,  Josephine Schweiloch ,  Paul Price ,  Bonnie Ray

IPC分类号： G06K9/62 ,  G06N5/02 ,  G06F17/30

CPC分类号： G06K9/6296 ,  G06F16/219 ,  G06F16/24578 ,  G06N5/02

摘要： Triggering a prioritized alert and provisioning an action may include receiving historical data associated with a set of projects, the historical data spanning multiple consecutive time periods. A hierarchical data structure is generated that includes occurrences of performance factors in the historical data. Based on the hierarchical data structure, Bayesian scores associated with the performance factors are derived, the Bayesian scores representing likelihood of the performance factors occurring in a given project. The performance factors are ranked based on the Bayesian scores. Based on ranking, an alert and an action may be automatically triggered.

公开(公告)号：US11676046B2

公开(公告)日：2023-06-13

申请号：US15855500

申请日：2017-12-27

申请人： International Business Machines Corporation

发明人： Ban Kawas ,  Dharmashankar Subramanian ,  Josephine Schweiloch ,  Paul Price ,  Bonnie Ray

IPC分类号： G06N5/04 ,  G06N5/02 ,  G06F16/21 ,  G06F16/2457 ,  G06F18/20

CPC分类号： G06N5/04 ,  G06F16/219 ,  G06F16/24578 ,  G06F18/29 ,  G06N5/02

摘要： Triggering a prioritized alert and provisioning an action may include receiving historical data associated with a set of projects, the historical data spanning multiple consecutive time periods. A hierarchical data structure is generated that includes occurrences of performance factors in the historical data. Based on the hierarchical data structure, Bayesian scores associated with the performance factors are derived, the Bayesian scores representing likelihood of the performance factors occurring in a given project. The performance factors are ranked based on the Bayesian scores. Based on ranking, an alert and an action may be automatically triggered.