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@article{ART002889886},
author={Jong Sung Chun and Sujung Kang},
title={A Study on the Semantic Structure of News Articles on ‘Neural Network Machine Translation’: Focusing on the Semantic Network Analysis for Headlines},
journal={The Journal of Translation Studies},
issn={1229-795X},
year={2022},
volume={23},
number={4},
pages={37-65},
doi={10.15749/jts.2022.23.4.002}

TY - JOUR
AU - Jong Sung Chun
AU - Sujung Kang
TI - A Study on the Semantic Structure of News Articles on ‘Neural Network Machine Translation’: Focusing on the Semantic Network Analysis for Headlines
JO - The Journal of Translation Studies
PY - 2022
VL - 23
IS - 4
PB - The Korean Association for Translation Studies
SP - 37
EP - 65
SN - 1229-795X
AB - This study delves into how artificial neural network machine translation is making its way fast into our language life. The study analyzes the meaning of the news headlines, focusing on how the media helps the rapid spread of AI translation. 1,306 news cases reported from September 2016 to June 2022 were collected for the research and were later refined through a news big data providing site named BIGKinds. The refined data were then put through morphological analysis to generate a co-occurrence matrix before conducting semantic network analysis. As a result of the analyses, the keywords in those news articles turned out to be linked to value-neutral words, consisting of sub-concepts that can be divided into markets, technologies, and services. It is noteworthy that general news articles are restructured or framed by the media and gatekeepers, whereas news related to machine translation remain value-neutral. In conclusion, this study recommends that translation researchers and practitioners have a market and industry-oriented cooperation model.
KW - AI translation;neural network machine translation;semantic network analysis;language network;semantic network;news analysis
DO - 10.15749/jts.2022.23.4.002
ER -

Jong Sung Chun and Sujung Kang. (2022). A Study on the Semantic Structure of News Articles on ‘Neural Network Machine Translation’: Focusing on the Semantic Network Analysis for Headlines. The Journal of Translation Studies, 23(4), 37-65.

Jong Sung Chun and Sujung Kang. 2022, "A Study on the Semantic Structure of News Articles on ‘Neural Network Machine Translation’: Focusing on the Semantic Network Analysis for Headlines", The Journal of Translation Studies, vol.23, no.4 pp.37-65. Available from: doi:10.15749/jts.2022.23.4.002

Jong Sung Chun, Sujung Kang "A Study on the Semantic Structure of News Articles on ‘Neural Network Machine Translation’: Focusing on the Semantic Network Analysis for Headlines" The Journal of Translation Studies 23.4 pp.37-65 (2022) : 37.

Jong Sung Chun, Sujung Kang. A Study on the Semantic Structure of News Articles on ‘Neural Network Machine Translation’: Focusing on the Semantic Network Analysis for Headlines. 2022; 23(4), 37-65. Available from: doi:10.15749/jts.2022.23.4.002

Jong Sung Chun and Sujung Kang. "A Study on the Semantic Structure of News Articles on ‘Neural Network Machine Translation’: Focusing on the Semantic Network Analysis for Headlines" The Journal of Translation Studies 23, no.4 (2022) : 37-65.doi: 10.15749/jts.2022.23.4.002

Jong Sung Chun; Sujung Kang. A Study on the Semantic Structure of News Articles on ‘Neural Network Machine Translation’: Focusing on the Semantic Network Analysis for Headlines. The Journal of Translation Studies, 23(4), 37-65. doi: 10.15749/jts.2022.23.4.002

Jong Sung Chun; Sujung Kang. A Study on the Semantic Structure of News Articles on ‘Neural Network Machine Translation’: Focusing on the Semantic Network Analysis for Headlines. The Journal of Translation Studies. 2022; 23(4) 37-65. doi: 10.15749/jts.2022.23.4.002

Jong Sung Chun, Sujung Kang. A Study on the Semantic Structure of News Articles on ‘Neural Network Machine Translation’: Focusing on the Semantic Network Analysis for Headlines. 2022; 23(4), 37-65. Available from: doi:10.15749/jts.2022.23.4.002

Jong Sung Chun and Sujung Kang. "A Study on the Semantic Structure of News Articles on ‘Neural Network Machine Translation’: Focusing on the Semantic Network Analysis for Headlines" The Journal of Translation Studies 23, no.4 (2022) : 37-65.doi: 10.15749/jts.2022.23.4.002