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1. WO2022026598 - SYSTEMS AND METHODS FOR STATE-BASED RISK ANALYSIS AND MITIGATION FOR EXAM REGISTRATION AND DELIVERY PROCESSES

Publication Number WO/2022/026598
Publication Date 03.02.2022
International Application No. PCT/US2021/043532
International Filing Date 28.07.2021
IPC
G06E 1/00 2006.1
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
EOPTICAL COMPUTING DEVICES
1Devices for processing exclusively digital data
CPC
G06N 20/00
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
20Machine learning
G06N 3/02
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
G06Q 50/205
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
50Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
10Services
20Education
205Education administration or guidance
G09B 7/02
GPHYSICS
09EDUCATION; CRYPTOGRAPHY; DISPLAY; ADVERTISING; SEALS
BEDUCATIONAL OR DEMONSTRATION APPLIANCES; APPLIANCES FOR TEACHING, OR COMMUNICATING WITH, THE BLIND, DEAF OR MUTE; MODELS; PLANETARIA; GLOBES; MAPS; DIAGRAMS
7Electrically-operated teaching apparatus or devices working with questions and answers
02of the type wherein the student is expected to construct an answer to the question which is presented or wherein the machine gives an answer to the question presented by a student
Applicants
  • NCS PEARSON, INC. [US]/[US]
Inventors
  • BRUTSCHE, Joseph
  • JENSEN, Darrick
  • NEALIS, Michael
  • PASCALE, Peter
  • PULEC, Vladan
Agents
  • WATT, Chris A.
Priority Data
16/941,30728.07.2020US
Publication Language English (en)
Filing Language English (EN)
Designated States
Title
(EN) SYSTEMS AND METHODS FOR STATE-BASED RISK ANALYSIS AND MITIGATION FOR EXAM REGISTRATION AND DELIVERY PROCESSES
(FR) SYSTÈMES ET MÉTHODES D'ANALYSE ET D'ATTÉNUATION DU RISQUE BASÉES SUR L'ÉTAT POUR DES PROCESSUS D'INSCRIPTION ET DE SOUMISSION À UN EXAMEN
Abstract
(EN) Systems and methods may involve processing of entity data by machine learning models to produce one or more aggregate risk scores, which may be compared to one or more thresholds to determine when one or more predefined actions should be taken. The entity data may be collected for various entities related to an exam registration and delivery process, which may include a candidate, an exam, a test center, an exam registration event, a proctor, and an exam delivery event. The exam registration and delivery process may include multiple states - each being associated with a different set of entities. Aggregate risk scores for a given state may be calculated using only entity data for the set of entities associated with that state. The predetermined actions taken may also be dependent on the current state.
(FR) Des systèmes et des méthodes peuvent impliquer le traitement de données d'entité par des modèles d'apprentissage machine pour produire un ou plusieurs scores de risque d'agrégat, qui peuvent être comparés à un ou plusieurs seuils pour déterminer quand une ou plusieurs actions prédéfinies doivent être entreprises. Les données d'entité peuvent être collectées pour diverses entités liées à un processus d'inscription et de soumission à un examen, qui peut comprendre un candidat, un examen, un centre de test, un événement d'inscription à un examen, un surveillant et un événement de soumission à un examen. Le processus d'inscription et de soumission à un examen peut comprendre de multiples états associés chacun à un ensemble différent d'entités. Des scores de risque d'agrégat pour un état donné peuvent être calculés à l'aide uniquement de données d'entité pour l'ensemble d'entités associées à cet état. Les actions prédéterminées entreprises peuvent également dépendre de l'état courant.
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