International Business Machines Corporation

Joanna Daly

Anshul Sheopuri

Priyanka Agrawal

Nandakishore Kambhatla

Saikat Mukhopadhyay

Priyanka Dasgupta

Aditya Telang

Pooja Arya

Binny Rieder

Nickle Lamoreaux

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.

Intelligent decision support system

Growing community of inventors

New York, NY, United States of America

Joanna Daly