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1. WO2020139900 - METHOD AND SYSTEM FOR PREDICTIVE ANALYTICS THROUGH THE USE OF FUZZY COGNITIVE MAPS IN A COMPUTING WITH WORDS ARCHITECTURE

Publication Number WO/2020/139900
Publication Date 02.07.2020
International Application No. PCT/US2019/068508
International Filing Date 25.12.2019
IPC
G06F 15/18 2006.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
FELECTRIC DIGITAL DATA PROCESSING
15Digital computers in general; Data processing equipment in general
18in which a program is changed according to experience gained by the computer itself during a complete run; Learning machines
G06N 5/04 2006.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
5Computer systems using knowledge-based models
04Inference methods or devices
G06N 7/00 2006.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
7Computer systems based on specific mathematical models
CPC
G06F 16/313
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
16Information retrieval; Database structures therefor; File system structures therefor
30of unstructured textual data
31Indexing; Data structures therefor; Storage structures
313Selection or weighting of terms for indexing
G06F 16/355
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
16Information retrieval; Database structures therefor; File system structures therefor
30of unstructured textual data
35Clustering; Classification
355Class or cluster creation or modification
G06F 16/358
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
16Information retrieval; Database structures therefor; File system structures therefor
30of unstructured textual data
35Clustering; Classification
358Browsing; Visualisation therefor
G06F 16/901
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
16Information retrieval; Database structures therefor; File system structures therefor
90Details of database functions independent of the retrieved data types
901Indexing; Data structures therefor; Storage structures
G06F 16/904
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
16Information retrieval; Database structures therefor; File system structures therefor
90Details of database functions independent of the retrieved data types
904Browsing; Visualisation therefor
G06F 17/18
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
17Digital computing or data processing equipment or methods, specially adapted for specific functions
10Complex mathematical operations
18for evaluating statistical data ; , e.g. average values, frequency distributions, probability functions, regression analysis
Applicants
  • MERAGLIM HOLDING [US]/[US]
Inventors
  • RICKARDS, John
  • RICKARD, James
  • MORGENTHALER, David
Agents
  • MORABITO, Andrew
Priority Data
16/690,19921.11.2019US
62/785,82328.12.2018US
Publication Language English (EN)
Filing Language English (EN)
Designated States
Title
(EN) METHOD AND SYSTEM FOR PREDICTIVE ANALYTICS THROUGH THE USE OF FUZZY COGNITIVE MAPS IN A COMPUTING WITH WORDS ARCHITECTURE
(FR) PROCÉDÉ ET SYSTÈME D'ANALYSE PRÉDICTIVE PAR UTILISATION DE CARTES COGNITIVES FLOUES DANS UNE ARCHITECTURE DE CALCUL À L'AIDE DE MOTS
Abstract
(EN)
The present invention is a computer- implemented method for calculating the relationship between concepts, comprising: generating, a map of a plurality of nodes; assigning, activation values for a set of exogenous nodes; establishing, a set of causal relationships between nodes; iterating, the map until a convergence state is reached by the set of non-exogenous nodes, wherein the convergence state represents a temporary equilibrium condition between the connected nodes; assigning linguistic terms to the node states and causal relationships based on a mapping between word index values and linguistic terms; and calculating the states of the set of non-exogenous nodes based on the linguistic terms associated with all of the connected nodes.
(FR)
La présente invention concerne un procédé mis en œuvre par ordinateur pour calculer la relation entre des concepts, comprenant : la génération d'une carte d'une pluralité de nœuds; l'attribution de valeurs d'activation pour un ensemble de nœuds exogènes; l'établissement d'un ensemble de relations causales entre nœuds; l'itération de la carte jusqu'à ce qu'un état de convergence soit atteint par l'ensemble de nœuds non exogènes, l'état de convergence représentant un état d'équilibre temporaire entre les nœuds connectés; l'attribution de termes linguistiques aux états de nœuds et aux relations causales sur la base d'un mappage entre des valeurs d'index de mots et des termes linguistiques; et le calcul des états de l'ensemble de nœuds non exogènes sur la base des termes linguistiques associés à tous les nœuds connectés.
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