Developing a COVID-19 crisis management strategy using news media and social media in big data analytics

YE Park - Social Science Computer Review, 2022 - journals.sagepub.com
Due to the unpredictability of global events such as a COVID-19 pandemic, it is necessary to
prepare for a crisis management strategy at the macro-level in each country to respond to …

A study on word cloud techniques for analysis of unstructured text data

WJ Lee - The Journal of the Convergence on Culture …, 2020 - koreascience.kr
In Big data analysis, text data is mostly unstructured and large-capacity, so analysis was
difficult because analysis techniques were not established. Therefore, this study was …

[PDF][PDF] 대통령관련보도의감성분석과정파성의지형: 신문별감성지수의차이, 일관성, 대통령지지도와의관계를중심으로

최창식, 임영호 - 한국언론학보, 2021 - journal.comm.or.kr
36 한국언론학보 65 권 1 호 (2021 년 2 월) media partisanship in future research. However,
sentiment scores of each daily demonstrate considerable variability, ranging from the …

The Fourth Industrial Revolution core technology association analysis using text mining

JH Ryu, YY You - Journal of Digital Convergence, 2018 - koreascience.kr
This study analyzed technology application field and technology transfer type related to the
4th industrial revolution using frequency, visualization, and association analysis of text …

[PDF][PDF] Data empowered insights for sustainability of Korean MNEs

YE PARK - The Journal of Asian Finance, Economics and …, 2019 - researchgate.net
This study aims to utilize big data contents of news and social media for developing a
corporate strategy of multinational enterprises and their global decision-making through the …

A Study on Unstructured text data Post-processing Methodology using Stopword Thesaurus

WJ Lee - The Journal of the Convergence on Culture …, 2023 - koreascience.kr
Most text data collected through web scraping for artificial intelligence and big data analysis
is generally large and unstructured, so a purification process is required for big data …

텍스트마이닝방법론을활용한미래교육키워드분석

권선아, 김한나, 이수영 - 예술인문사회융합멀티미디어논문지, 2019 - dbpia.co.kr
본 연구는 '미래비전 수립 워크숍 (이하 미래워크숍)'과 '신문기사'로부터 수집한 미래교육 관련
텍스트를 대상으로 텍스트마이닝을 수행하여 그 결과를 비교 분석하였다. 미래워크숍에는 …

The Effect of Big Data Analytics on Predictive Policing: The Mediation Role of Crisis Management

IAMA Alkhazraji, MY bin Yahya - … Gestão Social e …, 2024 - rgsa.openaccesspublications.org
Objective: The objective of this study is to evaluate the impact of big data analytics (BDA) on
predictive policing, particularly examining the mediating role of crisis management in this …

A study on the use of stopword corpus for cleansing unstructured text data

WJ Lee - The Journal of the Convergence on Culture …, 2022 - koreascience.kr
In big data analysis, raw text data mostly exists in various unstructured data forms, so it
becomes a structured data form that can be analyzed only after undergoing heuristic pre …

Development of big data based Skin Care Information System SCIS for skin condition diagnosis and management

HH Kim, JR Cho - Journal of The Korea Society of Computer and …, 2022 - koreascience.kr
Diagnosis and management of skin condition is a very basic and important function in
performing its role for workers in the beauty industry and cosmetics industry. For accurate …