CLUSTER ANALYSIS METHOD, CLUSTER ANALYSIS SYSTEM, AND CLUSTER ANALYSIS PROGRAM

Patent №

US 11,636,144

Granted

2023-04-25

Filed 2021

Owner

AIXS, INC.

Lab

AI components

3

nlp · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17419616

A server 4 executes a similarity calculation step (S2) of calculating similarity between content of one document and content of another document, a cluster classification step (S3) of generating a network in which a document is set as a node based on calculated similarity and similar nodes are connected by an edge, and performing classification based on similar documents, a first index calculation step (S4) of calculating a first index indicating centrality of a document in the network, a second index calculation step (S5) of calculating a second index that is different from the first index in the network and indicates importance of a document, and a display data generation step (S6) of generating, regarding a document, first display data indicating the network by an expression of a size of an object of a node according to the first index, an expression of a gauge having a shape corresponding to a shape of the object according to the second index and a length of the gauge, an expression according to a type of the cluster, and an expression according to magnitude of similarity between documents.

AI classification

Knowledge representation1.00
Natural language1.00
AI hardware0.99
Planning0.17
Vision0.14
Machine learning0.06
Evolutionary computation0.00
Speech0.00

Ownership

AIXS, INC.

assignment · 567130307

Assignors

YAMASAKI, KUNITOSHI, HOSOYA, RYUICHI

On an employer assignment, the assignors are typically the inventors.

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