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:
Jun. 07, 2022
Filed:
Apr. 27, 2017
Applicant:
Sap SE, Walldorf, DE;
Inventors:
Yang Jiang, Shanghai, CN;
Xiangyu Pang, Shanghai, CN;
Baiquan Liu, Shanghai, CN;
Dong Wang, Shanghai, CN;
Assignee:
SAP SE, Walldorf, DE;
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 40/02 (2012.01); G06Q 40/08 (2012.01); G06N 20/00 (2019.01); G06N 20/10 (2019.01); G06N 5/04 (2006.01);
U.S. Cl.
CPC ...
G06Q 40/08 (2013.01); G06N 5/045 (2013.01); G06N 20/00 (2019.01); G06N 20/10 (2019.01); G06Q 40/02 (2013.01);
Abstract
Described herein is computing device for machine learning based risk analysis and decision automation in intelligent underwriting. In accordance with one aspect of the framework, input data of underwriting cases is preprocessed and used to train a predictive model. The predictive model may be cross-validated and tested for accuracy. The predictive model may then be applied to a current underwriting case in order to automatically identify and assess associated risks and provide a decision recommendation.