• 문화기술의 융합
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• 제7권2호
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• pp.149-156
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• 2021

정치적 사안에 대한 대중의 의견과 인식을 객관적으로 이해하기 위한 방법으로 텍스트 마이닝을 통한 빅데이터 분석을 수행할 수 있다. 기존 어휘 사전에 기반한 텍스트 마이닝 알고리즘은 신조어와 같이 사전에 수록되지 않은 어휘를 분석하는데 한계가 나타난다. SNS를 통해 나타나는 사용자들의 의견은 많은 경우 신조어와 비속어를 포함하는데, 이러한 어휘들을 효과적으로 분석하지 못한다면 정확한 대중의 인식과 의견을 파악하기 어렵게 된다. 본 논문은 정치 섹션의 뉴스 댓글로부터 정치적 의미성을 지니는 신조어와 비속어를 효과적으로 추출하는 방법을 제안하고, 추출한 신조어휘들의 의미와 맥락을 이해하기 위한 다양한 방법을 제시하였음.

• 한국산학기술학회논문지
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• 제21권9호
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• pp.345-351
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• 2020

행정기관은 정책 대응성을 제고하기 위해 빅데이터 분석에 관심을 기울이고 있다. 빅데이터 중 뉴스 기사는 정책 이슈와 정책에 대한 여론을 파악하는데 중요한 자료로 활용될 수 있다. 한편으로 새로운 온라인 매체의 등장으로 뉴스 기사의 생산은 급격히 증가하고 있어 문서 자동분류를 통해 기사를 수집할 필요가 있다. 그러나 기존 뉴스 기사의 범주와 키워드 검색방법으로는 특정 행정기관 및 부서별로 업무에 관련된 기사를 자동적으로 수집하는 것에 한계가 있었다. 또한 기존의 지도학습 기반의 분류 기법은 다량의 학습 데이터가 필요한 단점을 가지고 있다. 이에 본 연구에서는 행정부서의 업무특징을 포함한 분류사전을 활용하여 기사의 분류를 효과적으로 처리하기 위한 방법을 제안한다. 이를 위해 행정 기관의 업무와 신문기사를 Word2Vec와 토픽모델링 기법으로 부서별 특징을 추출하여 분류사전을 생성하고, 행정 부서별로 신문기사를 자동분류 한 결과 71%정도의 정확도를 얻었다. 본 연구는 행정부서별 신문기사를 자동분류하기 위해 부서별 업무 특징 추출 방법과 비지도학습 기반의 자동분류 방법을 제시하였다는 학문적·실무적 기여점이 있다.

• 한국융합학회논문지
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• 제10권7호
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• pp.15-21
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• 2019

가짜 정보를 탐지하기 위한 연구는 2016년 미국 대통령 선거 이후 본격적으로 시작되었다. 정확한 출처를 알 수 없는 정보들이 뉴스 형식으로 생산되고, 이는 자극적이고 흥미로운 소재에 많은 관심을 보이는 대중의 특성에 따라 빠른 속도로 확산되고 있다. 또한, 소셜 네트워크 서비스 등 정보를 전달하기 쉬운 플랫폼의 대중화는 이러한 현상을 더욱 악화시킨다. Poynter는 IFCN(International Fact Checking Network)를 만들어 숙련된 전문가들이 사실 여부를 판단할 수 있는 가이드라인을 제시하고, 팩트 체크 기관을 위한 강령을 제공하고 있다. 하지만 이러한 접근 방법은 하나의 기사에 대한 진위 여부를 검증하기 위해 다수의 전문가 인력이 투입되어야 하므로 시간 및 금전적 비용이 크다. 따라서 지속적으로 증가하는 가짜 뉴스에 효율적으로 대응할 수 있는 자동화된 가짜 뉴스 탐지 기술에 대한 연구가 주목받고 있다. 본 논문에서는 최근 딥러닝 기술의 접목으로 인해 빠르게 발전하고 있는 가짜 뉴스 탐지 시스템과 연구들을 정리 및 분석한다. 또한, 많은 연구가 필요한 본 분야에 연구자들이 쉽게 접근할 수 있도록 다양한 형태로 주어지는 학습 말뭉치 및 챌린지들도 정리한다.

• 정보화정책
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• 제30권2호
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• pp.3-21
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• 2023

최근 인터넷 환경은 인터넷 내용규제에 대한 새로운 접근을 요구한다. 헌법재판소가 인터넷을 가장 참여적인 시장으로 표현촉진적인 매체라고 정의한 지 20여년이 흘렀다. 그 동안 인터넷에서는 디지털성범죄, 마약, 자살정보, 악성댓글, 혐오표현, 가짜뉴스 등 표현의 자유로만 설명할 수 없는 다양한 문제들이 등장했다. 통신심의 제도에 대한 논의가 중요한 이유이다. 본고는 국내 통신심의 제도에 대한 입법적 분석, 사법적 분석, 행정적 분석을 시도한다. 통신심의 법률 현황과 특징은 무엇인지, 통신심의에 대한 사법부의 판단은 어떠한지, 실제 통신심의의 운영과정과 특징은 무엇인지 분석하였다. 입법적, 사법적, 행정적 접근을 통해 국내 통신심의 제도의 문제점을 총체적으로 다루었다. 이를 통해 국내 통신심의 제도 개선을 위한 정책적 제언을 도출하였다.

• 영어영문학
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• 제58권6호
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• pp.1063-1083
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• 2012

Florence Nightingale is best remembered today as the Lady with the Lamp, but modern research on the English nurse primarily addresses her popular iconography as a historical misrepresentation of her character and career. This scholarly reluctance to analyze critically Nightingalean iconography, however, has obscured important cultural work performed by the popular tropes. This article argues that the proliferation of Nightingale's iconic image as a symbol of Christian womanhood in transatlantic periodical poetry, when examined separately from biographical considerations, reveals important insights into the complex relationship between form and affect in mid-nineteenth periodicals. Popular representations of Nightingale give form to the disorienting effects produced on newspaper readers by the nascent field of international journalism and reflect a key generic paradox at the heart of the Victorian periodical: the simultaneous aim to report news objectively and to move readers affectively in response to events beyond national contexts and interests. Focusing on Lewis Carroll's "The Path of Roses" and Henry Wadsworth Longfellow's "Santa Filomena," this article contends that Nightingalean periodical poetry mirrors back to readers their own affective response to modern media and functions as a new technology for managing an increasingly acute awareness of events and ethical responsibilities beyond the nation.

• 복식문화연구
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• 제28권4호
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• pp.463-479
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• 2020

The purpose of this study identify the types and characteristics of Hanbok worn in lunar new year parade and Korean parade in New York over the past three years. As for the research method, I first collected domestic news articles, overseas Korean news articles, and literature reviews about the history of the Korean parade in New York and the events of each year. Second, I conducted a case study on Hanbok worn in the six parades from 2017 to 2019 using photo data collected through direct surveys, 'YouTube' video footage and news article photos. Third, I interviewed people related to the New York parade about the route of buying and renting the Hanbok in the New York area. The types of Hanbok shown in the Korean parade in New York can be largely classified as ceremonial, performance, and daily costume. There were 65 ceremonial costumes in all, with men wearing Dallyeong (official's robe) and Gorlyongpo (dragon robe) and women wearing Dangui (woman's semi-formal jacket), Wonsam (woman's ceremonial robe), and Hwarot (princess's ceremonial robe). A number of performance costumes were also worn by the Chwitasu bands, Nongak ensembles and fan dancers. Finally, of the 210 daily Hanbok, most men wore Baji (pants) and Jeogori (jacket), and women wore Chima (skirts) and Jeogori. The parade attempts to showcase the beauty of Hanbok, but the costumes repeat year after year, which can feel monotonous to onlookers. This research can be used as a reference to effectively utilize Hanbok in future Korean cultural events.

• 한국경영과학회지
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• 제41권2호
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• pp.81-100
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• 2016

Much effort has been exerted to analyze online texts and understand how empirical results can help improve sales performance. In this research, we aim to extend this stream of research by decomposing online texts based on text sources, namely, companies and consumers. To be specific, we investigate how online texts driven by companies differ from those generated by consumers, and the extent to which both types of online texts have different effects on online sales. We obtained sales data from one of the biggest game publishers and merged them with online texts provided by companies using news articles and those created by consumers in user communities. The empirical analyses yield the following findings. Word visualization and topic analyses show that firms and consumers generate different contexts. Specifically, companies spread word to promote their own events whereas consumers produce online words to share winning strategies. Moreover, online sales are influenced by consumer-generated community topics whereas firm-driven topics in news articles have little to no effect. These findings suggest that companies should focus more on online texts generated by consumers rather than spreading their own words. Moreover, online sales strategies should take advantage of specific topics that have been proven to increase online sales. In particular, these findings give startup companies and small business owners in variety of industries the advantage when they use the online channel for distribution and as a marketing platform.

• 대한간호학회지
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• 제49권6호
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• pp.736-747
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• 2019

Purpose: This study aimed to explore public opinion on workplace bullying in the nursing field, by analyzing the keywords and topics of online news comments. Methods: This was a text-mining study that collected, processed, and analyzed text data. A total of 89,951 comments on 650 online news articles, reported between January 1, 2013 and July 31, 2018, were collected via web crawling. The collected unstructured text data were preprocessed and keyword analysis and topic modeling were performed using R programming. Results: The 10 most important keywords were "work" (37121.7), "hospital" (25286.0), "patients" (24600.8), "woman" (24015.6), "physician" (20840.6), "trouble" (18539.4), "time" (17896.3), "money" (16379.9), "new nurses" (14056.8), and "salary" (13084.1). The 22,572 preprocessed key words were categorized into four topics: "poor working environment", "culture among women", "unfair oppression", and "society-level solutions". Conclusion: Public interest in workplace bullying among nurses has continued to increase. The public agreed that negative work environment and nursing shortage could cause workplace bullying. They also considered nurse bullying as a problem that should be resolved at a societal level. It is necessary to conduct further research through gender discrimination perspectives on nurse workplace bullying and the social value of nursing work.

• 한국간호교육학회지
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• 제28권4호
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• pp.444-455
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• 2022

Purpose: This study explored the meaning of the social perceptions of nurses in online news articles during the coronavirus disease 2019 (COVID-19) pandemic. Methods: A total of 339 nurse-related articles published in Korean online newspapers from January 1 to December 31, 2020, were extracted by entering various combinations of OR and AND with the four words "Corona," "COVID," "Nursing," and "Nurse" as search keywords using BIGKinds, a news database provided by the Korea Press Foundation. The collected data were analyzed with a keyword network analysis and topic modeling using NetMiner 4. Results: The top keywords extracted from the nurse-related news articles were, in the following order, "metropolitan area," "protective clothing," "government," "task," and "admission." Four topics representing keywords were identified: "encouragement for dedicated nurses," "poor work environment," "front-line nurses working with obligation during the COVID-19 pandemic," and "nurses' efforts to prevent the spread of COVID-19." Conclusion: The media's attention to the dedication of nurses, the shortage of nursing resources, and the need for government support is encouraging in that it forms the public opinion necessary to lead to substantial improvements in treating nurses. The nursing community should actively promote policy proposals to improve treatment toward nurses by utilizing the net function of the media and proactively seek and apply strategies to improve the image of nurses working in various fields.

• 영어영문학
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• 제57권1호
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• pp.27-49
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• 2011

This article proposes to stay away from contemporary critical arguments concerning Michael's value system, which is construed mainly from his choice between his patrimonial lands and his son Luke. Presuming that Michael's value system as have been argued so far could never be the poet Wordsworth's own concern at the time of the composition of the poem "Michael," this article proposes to get back to the all too real socio-historical situation of the early nineteenth-century England. Mere consideration of the socio-historical situation, when combined with a close reading of the poetic text (a close reading of both the poetic story and the poetic history from which the story may be said to have been constructed), directs us to the poet working on the simple paradigm of 'the country and the city at war with each other' but the victory having been given to the city already. The guarantee contract for a supposedly prospering nephew's debt and the letter from another prospering relative in London are undoubtedly the key elements that lead us to the war paradigm. Michael's family members, each and all including Michael himself, and all of their village people, have been imbued with the city's commercial values, which renders them all the more easier victims within the war context. Luke's defeat in the city is viewed as being really the consequence, rather than the cause, of Michael's defeat, which became apparent as soon as the news of the latter's financial disaster reached his ear. Michael should therefore be regarded as one of the typical English countryfolk of the time, with whom Wordsworth often, but not always, identifies himself. Insofar as the economic view or attitude is concerned, there certainly is a distance between Michael and Wordsworth, this article argues.