KEYWORD EXTRACTION METHOD, APPARATUS AND MEDIUM

Patent №

US 11,630,954

Granted

2023-04-18

Filed 2020

Owner

BEIJING XIAOMI INTELLIGENT TECHNOLOGY CO., LTD.

Lab

AI components

4

ml · nlp · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16828938

A keyword extraction method includes: extracting candidate words from an original document to form a first word set; acquiring a first association degree between each first word thereof and the original document, and determining a second word set according to the first association degree; for each second word in the second word set, inquiring, in a word association topology, at least one node word satisfying a condition of association with the second word and forming a third word set, the word association topology indicating an association relation among multiple node words in a predetermined field; and determining a union set of the second and third word sets, acquiring a second association degree between each candidate keyword in the union set and the original document, and selecting, according to the second association degree, at least one candidate keyword from the union set, to form a keyword set of the original document.

Machine learningNatural languageKnowledge representationAI hardwareG06F 40/284G06F 18/2113G06F 18/23G06F 40/166G06F 40/258G06V 30/416G06F 40/247

AI classification

Natural language1.00
Knowledge representation1.00
Machine learning0.99
AI hardware0.85
Planning0.09
Vision0.01
Speech0.00
Evolutionary computation0.00

Ownership

BEIJING XIAOMI INTELLIGENT TECHNOLOGY CO., LTD.

assignment · 522150975

Assignors

GUO, QUN, LU, XIAO, MENG, ERLI, WANG, BIN, SHI, LIANG, JI, HONGXU, QI, BAOYUAN

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

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