公开(公告)号：US11386358B2

公开(公告)日：2022-07-12

申请号：US16386402

申请日：2019-04-17

申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION

发明人： Anshul Sheopuri ,  Binny Rieder ,  Pooja Arya ,  Nickle Lamoreaux ,  Joanna Daly ,  Saikat Mukhopadhyay ,  Priyanka Dasgupta ,  Nandakishore Kambhatla ,  Aditya Telang ,  Priyanka Agrawal

IPC分类号： G06N20/20 ,  G06N5/02 ,  G06F16/9035 ,  G06F16/9032 ,  G06F40/30

摘要： Various embodiments are provided for implementing intelligent decision support system in a computing environment by a processor. Data of historical decisions may be collected and examples of decisions by domain experts may be generated. One or more machine learning models may be generated using different splits of the historical data and the annotated data. The one or more machine learning models may be combined and used to generate ensemble machine learning models that generate recommendations for the decisions. Users interact with a user interface displaying the data, recommendations, reasons for recommendations and a conversational dialog system for querying about the data, recommendations and guidance for decision making.