Invention Grant
- Patent Title: System and method for estimating missing attributes of future events
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Application No.: US14846395Application Date: 2015-09-04
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Publication No.: US10296833B2Publication Date: 2019-05-21
- Inventor: Prithu Banerjee , Biplav Srivastava , Srikanth Govindaraj Tamilselvam
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Current Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Current Assignee Address: US NY Armonk
- Agency: Ference & Associates LLC
- Main IPC: G06N5/02
- IPC: G06N5/02

Abstract:
Methods and arrangements for forecasting at least one attribute of a future event based on a repository of historical event data associated with historical events comparable to the future event. A plurality of event data points are obtained from the repository of historical event data. The plurality of event data points are grouped in accordance with at least one category and a plurality of subcategories to create at least one data tree. Certain of the grouped event data points are designated to form a set of candidate data attributes, and the designated set of candidate data attributes are compared to a set of data attributes from the at least one data tree associated with the future event. Based on the comparing, there is identified a data attribute missing from the set of data attributes from the at least one data tree associated with the future event, and a value for the missing data attribute is forecast. Other variants and embodiments are broadly contemplated herein.
Public/Granted literature
- US20170068898A1 SYSTEM AND METHOD FOR ESTIMATING MISSING ATTRIBUTES OF FUTURE EVENTS Public/Granted day:2017-03-09
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