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@article{ART002525858},
author={HYUNJI KIM and Park Seojeong and Chaemin Song and Min Song},
title={Text Mining Driven Content Analysis of Social Perception on Schizophrenia Before and After the Revision of the Terminology},
journal={Journal of the Korean Society for Library and Information Science},
issn={1225-598X},
year={2019},
volume={53},
number={4},
pages={285-307},
doi={10.4275/KSLIS.2019.53.4.285}

TY - JOUR
AU - HYUNJI KIM
AU - Park Seojeong
AU - Chaemin Song
AU - Min Song
TI - Text Mining Driven Content Analysis of Social Perception on Schizophrenia Before and After the Revision of the Terminology
JO - Journal of the Korean Society for Library and Information Science
PY - 2019
VL - 53
IS - 4
PB - 한국문헌정보학회
SP - 285
EP - 307
SN - 1225-598X
AB - In 2011, the Korean Medical Association revised the name of schizophrenia to remove the social stigma for the sick. Although it has been about nine years since the revision of the terminology, no studies have quantitatively analyzed how much social awareness has changed. Thus, this study investigates the changes in social awareness of schizophrenia caused by the revision of the disease name by analyzing Naver news articles related to the disease. For text analysis, LDA topic modeling, TF-IDF, word co-occurrence, and sentiment analysis techniques were used. The results showed that social awareness of the disease was more negative after the revision of the terminology. In addition, social awareness of the former term among two terms used after the revision was more negative. In other words, the revision of the disease did not resolve the stigma.
KW - Schizophrenia;Text Mining;Topic Modeling;TF-IDF;Word Co-Occurrence;Sentiment Analysis
DO - 10.4275/KSLIS.2019.53.4.285
ER -

HYUNJI KIM, Park Seojeong, Chaemin Song and Min Song. (2019). Text Mining Driven Content Analysis of Social Perception on Schizophrenia Before and After the Revision of the Terminology. Journal of the Korean Society for Library and Information Science, 53(4), 285-307.

HYUNJI KIM, Park Seojeong, Chaemin Song and Min Song. 2019, "Text Mining Driven Content Analysis of Social Perception on Schizophrenia Before and After the Revision of the Terminology", Journal of the Korean Society for Library and Information Science, vol.53, no.4 pp.285-307. Available from: doi:10.4275/KSLIS.2019.53.4.285

HYUNJI KIM, Park Seojeong, Chaemin Song, Min Song "Text Mining Driven Content Analysis of Social Perception on Schizophrenia Before and After the Revision of the Terminology" Journal of the Korean Society for Library and Information Science 53.4 pp.285-307 (2019) : 285.

HYUNJI KIM, Park Seojeong, Chaemin Song, Min Song. Text Mining Driven Content Analysis of Social Perception on Schizophrenia Before and After the Revision of the Terminology. 2019; 53(4), 285-307. Available from: doi:10.4275/KSLIS.2019.53.4.285

HYUNJI KIM, Park Seojeong, Chaemin Song and Min Song. "Text Mining Driven Content Analysis of Social Perception on Schizophrenia Before and After the Revision of the Terminology" Journal of the Korean Society for Library and Information Science 53, no.4 (2019) : 285-307.doi: 10.4275/KSLIS.2019.53.4.285

HYUNJI KIM; Park Seojeong; Chaemin Song; Min Song. Text Mining Driven Content Analysis of Social Perception on Schizophrenia Before and After the Revision of the Terminology. Journal of the Korean Society for Library and Information Science, 53(4), 285-307. doi: 10.4275/KSLIS.2019.53.4.285

HYUNJI KIM; Park Seojeong; Chaemin Song; Min Song. Text Mining Driven Content Analysis of Social Perception on Schizophrenia Before and After the Revision of the Terminology. Journal of the Korean Society for Library and Information Science. 2019; 53(4) 285-307. doi: 10.4275/KSLIS.2019.53.4.285

HYUNJI KIM, Park Seojeong, Chaemin Song, Min Song. Text Mining Driven Content Analysis of Social Perception on Schizophrenia Before and After the Revision of the Terminology. 2019; 53(4), 285-307. Available from: doi:10.4275/KSLIS.2019.53.4.285

HYUNJI KIM, Park Seojeong, Chaemin Song and Min Song. "Text Mining Driven Content Analysis of Social Perception on Schizophrenia Before and After the Revision of the Terminology" Journal of the Korean Society for Library and Information Science 53, no.4 (2019) : 285-307.doi: 10.4275/KSLIS.2019.53.4.285