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조선일보와 노동신문의 어휘 의미 비교 연구A Comparative Study of Lexical Meanings in Chosun-ilbo and Rodong-shinmun

Other Titles
A Comparative Study of Lexical Meanings in Chosun-ilbo and Rodong-shinmun
Authors
정유남왕규현송상헌
Issue Date
2020
Publisher
한국어의미학회
Keywords
조선일보; 노동신문; 어휘 의미; 워드임베딩; 워드투벡; 워드클라우드; 남북 어휘 의미 비교; 의미변이어; 의미적 운율; Chosun-ilbo; Rodong-shinmun; lexical meaning; word embedding; Word2Vec; word cloud; North-South lexical meaning comparison; semantic variety; semantic prosody
Citation
한국어 의미학, v.69, pp.253 - 281
Indexed
KCI
Journal Title
한국어 의미학
Volume
69
Start Page
253
End Page
281
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/59585
ISSN
1226-7198
Abstract
This study builds up a methodological pipeline to compare the lexical difference between the South Korean data and the North Korean data using the recent techniques of natural language processing. Assuming that the Chosun-ilbo and Rodong-shinmun are the counterpart of each other, we created the word embedding models to compare the distributional properties. We collected the data published in the newspapers from 2015 to 2017, preprocessed the texts, and then ran the Word2Vec library with the manipulated data. Classifying the patterns of lexical difference into four subtypes, we delved into how the two Korean languages have been lexically divergent.
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