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빅데이터를 활용한 물문화 특성 분석: 강원도와 경기도를 사례로
최충익(Choi, ChoongIk),김철민(Kim, ChuMin) 강원대학교 사회과학연구원 2019 사회과학연구 Vol.58 No.2
본 연구는 물을 둘러싼 지역사회의 인식을 ‘물문화’로 정의하고, 강원도와 경기도를 대상으로 지역에 따른 문화양식의 차이를 실증분석 하였다. 분석방법은 토픽모델링과 감성분석 등 물문화 관련 뉴스를 살펴보는 미디어 빅데이터 분석 방법론을 적용하였다. 분석결과 강원도는 자연주의자, 경기도는 성장론자의 문화행태가 두드러진 것으로 나타났다. 한편, 공통적으로 재난주의자와 지역주의자 행태들이 나타나지만, 내용적 측면에서 지역에 따라 관심영역이 차이를 보이는 것으로 나타났다. This paper aims to examine the social perception gap between regions in terms of water culture. In this study, regional community’s perception of water would be operationally defined as water culture. Gangwon and Gyeonggi are selected as two regions. Big data-based analysis are employed as a methodology, which provides media analysis based on newspaper database. The results of this study presents that Gangwon holds environment oriented perception (naturalism), while Gyeonggi has growth oriented perception. The study results also show that disaster oriented perception and region oriented perception vary considerably in topics and regions.
최충익(Choongik Choi),김철민(Chul-Min Kim) 한국지역개발학회 2017 韓國地域開發學會誌 Vol.29 No.3
This article attempts to examine the social amplification of risk information with the case of Gyeongju earthquake. There have been few researches on risk information using Big Data, even though many articles have dealt with social amplification of risk. This paper employs big-data based analysis as a methodology. The results present that‘aftershock’ is set up as a main keyword of risk amplification according to the keyword networking analysis. It also shows that the most critical issues of risk information is ‘damages’ and ‘government response’. It implies that the increase and amplification of social risk could be attributed to the inadequate government responses.
최충익(Choi, Choongik),김철민(Kim, Chul-min) 한국지역개발학회 2016 韓國地域開發學會誌 Vol.28 No.5
This article aims to explore path dependency and social amplification of risk in terms of particulate matter air pollution management of governments. Path dependency explains the tendency of a traditional preference to continue even if better alternatives are available. In this paper, it has been offered as an alternative analytical tool for air pollution management policy of levels of government. A key finding of path dependence in air pollution policy of governments is a property of lock-in effects by historical events. Social amplification of risk framework (SARF) is employed as a another analytic tool for a risk communication of particulate matter air pollution policy by governments. It attempt to tackles negative portrayal of air pollution events interacted with psychological, social, institutional, and cultural processes in ways that amplify perceptions of risk. There is now considerable evidence that risk intensification phenomena have occurred in particulate matter air pollution issue for the past decades.
빅데이터 분석을 활용한 4차 산업혁명과 환경정책의 패러다임 탐색
최충익(Choi, Choongik),김철민(Kim, Chulmin) 한국지역개발학회 2018 韓國地域開發學會誌 Vol.30 No.2
This paper aims to examine whether or not there has been any significant evolution in such presumption of the relationship between industrial revolution and the environmental issues in terms of time trends. It focuses on how the presumed relationship, which is reflected in the newspaper articles, has changed over the last hundred years (1920~2017). The research employs a big data based approach as a methodology to examine the perception on the relationship from media reports. The results show that the concept of industrial revolution has been changed from material into non-material, while the term of economy have been emphasized. It is particularly interesting that the negative aspect of environmental issues such as pollution and contamination have shifted into the positive aspect of that such as technology and change. The results of this research also support that there will be some possibilities of mutual advancement of industry and environment in the future society.