The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jul. 12, 2022
Filed:
Apr. 17, 2019
International Business Machines Corporation, Armonk, NY (US);
Anshul Sheopuri, Bergen, NJ (US);
Binny Rieder, Armonk, NY (US);
Pooja Arya, New Delhi, IN;
Nickle Lamoreaux, Armonk, NY (US);
Joanna Daly, New York, NY (US);
Saikat Mukhopadhyay, Kolkata, IN;
Priyanka Dasgupta, Bangalore, IN;
Nandakishore Kambhatla, Bangalore, IN;
Aditya Telang, Bangalore, IN;
Priyanka Agrawal, Bangalore, IN;
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Abstract
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.