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1. WO2020109950 - PREDICTIVE SYSTEM FOR REQUEST APPROVAL

Publication Number WO/2020/109950
Publication Date 04.06.2020
International Application No. PCT/IB2019/060078
International Filing Date 22.11.2019
IPC
G06Q 40/08 2012.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
40Finance; Insurance; Tax strategies; Processing of corporate or income taxes
08Insurance, e.g. risk analysis or pensions
G06Q 50/24 2012.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
50Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
10Services
22Social work
24Patient record management
CPC
G06Q 40/08
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
40Finance; Insurance; Tax strategies; Processing of corporate or income taxes
08Insurance, e.g. risk analysis or pensions
Applicants
  • 3M INNOVATIVE PROPERTIES COMPANY [US]/[US]
Inventors
  • BERTAGNOLLI, Nicolas M.
  • ROCCO, Dominick R.
  • COONRADT, Cody A.
Agents
  • HUANG, X. Christina,
  • BLANK, Colene H.,
  • FLORCZAK, Yen Tong,
  • HARTS, Dean M. ,
  • LEVINSON, Eric D.,
  • MAKI, Eloise J.,
  • NOWAK, Sandra K.,
  • RINGSRED, Ted K.,
Priority Data
62/773,78430.11.2018US
Publication Language English (EN)
Filing Language English (EN)
Designated States
Title
(EN) PREDICTIVE SYSTEM FOR REQUEST APPROVAL
(FR) SYSTÈME PRÉDICTIF POUR APPROBATION DE DEMANDE
Abstract
(EN)
A computer implemented method includes receiving a text-based request from a first entity for approval by a second entity-based compliance with a set of rules, converting the text-based request to create a machine compatible converted input having multiple features, providing the converted input to a trained machine learning model that has been trained based on a training set of historical converted requests by the first entity, and receiving a prediction of approval by the second entity from the trained machine learning model along with a probability that the prediction is correct.
(FR)
L'invention concerne un procédé mis en œuvre par ordinateur comprenant la réception d'une demande à base de texte provenant d'une première entité pour une approbation par une conformité basée sur une deuxième entité avec un ensemble de règles, la conversion de la demande à base de texte pour créer une entrée convertie compatible avec une machine ayant de multiples caractéristiques, le fourniture de l'entrée convertie à un modèle d'apprentissage automatique entraîné qui a été entraîné sur la base d'un ensemble d'entraînement de demandes converties historiquement par la première entité, et la réception d'une prédiction d'approbation par la deuxième entité de la part du modèle d'apprentissage automatique entraîné conjointement avec une probabilité que la prédiction soit correcte.
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