METHOD APPARAUTS AND SYSTEM FOR NAMED ENTITY LINKING AND COMPUTER PROGRAM THEREOF

The present invention relates to an entity name connection method, apparatus, system and computer program, and more particularly, to a method for performing entity name connection on words with multiple meanings contained in a text, which is performed by an entity name connection apparatus and compr...

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Hauptverfasser: JANG YOUNG WHAN, KANG IN HO, CHANG SUNG EUN, SEO DEA RYONG, LEE DONG JU, SON HOON SEOK, SOHN DAE NEUNG, KIM HYO SEUNG, BAIK SONG IY, KODAMA CHIAKI, CHUNG YOU JIN
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creator JANG YOUNG WHAN
KANG IN HO
CHANG SUNG EUN
SEO DEA RYONG
LEE DONG JU
SON HOON SEOK
SOHN DAE NEUNG
KIM HYO SEUNG
BAIK SONG IY
KODAMA CHIAKI
CHUNG YOU JIN
description The present invention relates to an entity name connection method, apparatus, system and computer program, and more particularly, to a method for performing entity name connection on words with multiple meanings contained in a text, which is performed by an entity name connection apparatus and comprises: a word-vector conversion step of converting a plurality of words including words with multiple meanings in a text into a corresponding plurality of vectors; a neural network input step of inputting the plurality of vectors into a deep neural network having a hidden layer; and an entity name connection step of performing entity name connection on the words with multiple meanings by using an output value of the deep neural network. 본 발명은 개체명 연결 방법, 장치, 시스템 및 컴퓨터 프로그램에 관한 것으로서, 보다 구체적으로는 텍스트에 포함되는 다의어에 대하여 개체명 연결을 수행하는 방법에 있어서, 개체명 연결 장치가, 상기 텍스트에서 상기 다의어를 포함하는 복수의 단어를 각 대응하는 복수의 벡터로 변환하는 단어-벡터 변환 단계; 상기 복수의 벡터를 은닉층을 구비하는 심층신경망에 입력하는 신경망 입력 단계; 및 상기 심층신경망의 출력값을 이용하여 상기 다의어에 대한 개체명 연결을 수행하는 개체명 연결 단계;를 포함하는 것을 특징으로 하는 개체명 연결 방법을 개시한다.
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a neural network input step of inputting the plurality of vectors into a deep neural network having a hidden layer; and an entity name connection step of performing entity name connection on the words with multiple meanings by using an output value of the deep neural network. 본 발명은 개체명 연결 방법, 장치, 시스템 및 컴퓨터 프로그램에 관한 것으로서, 보다 구체적으로는 텍스트에 포함되는 다의어에 대하여 개체명 연결을 수행하는 방법에 있어서, 개체명 연결 장치가, 상기 텍스트에서 상기 다의어를 포함하는 복수의 단어를 각 대응하는 복수의 벡터로 변환하는 단어-벡터 변환 단계; 상기 복수의 벡터를 은닉층을 구비하는 심층신경망에 입력하는 신경망 입력 단계; 및 상기 심층신경망의 출력값을 이용하여 상기 다의어에 대한 개체명 연결을 수행하는 개체명 연결 단계;를 포함하는 것을 특징으로 하는 개체명 연결 방법을 개시한다.</abstract><oa>free_for_read</oa></addata></record>
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subjects CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
title METHOD APPARAUTS AND SYSTEM FOR NAMED ENTITY LINKING AND COMPUTER PROGRAM THEREOF
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