• 융합정보논문지
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• 제9권10호
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• pp.56-63
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• 2019

본 연구는 외국인의 국내 관광의 최적의 경로 도출하는데 그 목적이 있다. 이를 위해 국내관광 관련 포털 사이트 데이터를 참고하여 빅데이터 분석 툴인 R을 활용하여 분석을 시도하였다. 분석결과 국내 방문 외국인의 가장 방문 빈도수가 높은 곳과 최단시간 경로, 최저 비용의 경로를 도출하였다. 이를 통해 관광상품의 성공요인은 한국만의 특유한 문화가 보이는 곳으로 상품을 구성해야 한다는 결론을 도출하게 되었다. 본 연구의 결과는 국내 관광 상품을 기획하는 단계에서 실무적인 지침으로 활용이 가능할 것으로 보인다.

• 한국차세대컴퓨팅학회논문지
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• 제14권5호
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• pp.71-79
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• 2018

최근 한국전통식품은 편리하고 간편하게 섭취할 수 있도록 상품화 되어 세계로 수출되고 있다. 특히 한국전통식품은 우리나라에 지리적으로 인접한 중국 및 일본을 대상으로 선호도가 높은 대표 대표식품에 대한 레시피 연구 및 개발이 필요하다. 따라서 본 논문에서는 중국, 일본에서 한국전통식품에 대한 대표식품에 대하여 중국, 일본 포털 사이트를 이용하여 국가별로 레시피를 검색하고 수집한다. 국가별로 수집된 레시피는 레시피 DB를 구축하여 레시피 종류별로 어떤 재료가 얼마나 사용되었는지 분석하고 시각화한다. 국가별로 분석된 레시피는 향후 중국, 일본에서 한국전통식품을 상품화하는데 기초자료로 활용할 수 있도록 할 것이다.

• 정보보호학회논문지
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• 제19권6호
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• pp.113-119
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• 2009

최근 국내는 전자정부 인터넷 뱅킹 포털 등 대부분의 웹 사이트에서 다양하고 동적인 온라인 서비스 제공을 위해 ActiveX Control을 개발 배포하고 있다. 하지만, 안전성이 검증되지 않은 ActiveX Control은 인터넷 사용자들에게 심각한 보안위협요소가 될 수 있다. 최근 이러한 취약한 ActiveX Control로 인한 해킹 사고가 급격히 증가되고 있음에도 불구하고, 개인 PC 보안의식에만 의존할 뿐 이에 대한 국가적인 보안정책이나 대책이 마련되어 있지 않다. 이에, 본 논문에서는 ActiveX Control 개발 배포 사용의 3가지 측면 모두에서 안전하고 효율적인 보안관리가 가능한 보안인증을 통한 ActiveX Control 보안관리 모델 설계를 위한 기술적 방법론을 제안하고자 한다.

• Journal of the Korean Wood Science and Technology
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• 제50권6호
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• pp.375-391
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• 2022

Improving public awareness of wood is crucial for expanding the use of wood and establishing a wood culture. In this study, the environment and trends of the public's wood utilization were analyzed using a questionnaire survey and online text mining at a time when eco-friendly practices are gaining popularity. As a result of reducing climatic and environmental concerns and its positive physical and psychological effects, the use of wood is predicted to rise in areas intimately connected to everyday living, such as wood furniture, wooden structures, and interior materials. Nonetheless, there was a negative awareness that wood was expensive, difficult to maintain, and associated with deforestation. The correlations between wood-related search terms on major Korean portal sites were analyzed and categorized into five groups: Wooden architecture, cultural education, woodworking, wood industry, and wood policy. As a building material, wood was seen as more traditional and friendly than reinforced concrete and stone. Eighty-six percent of respondents expected to utilize wood as a building material in the future, regardless of whether the wood is domestically produced or imported. Sixty-five percent responded favorably about the effects of wood on the health of wooden home inhabitants. It is believed that both active publicity and quantifiable value analysis of human and environmental friendliness are required to increase pro-environment awareness of wood utilization.

• International Journal of Internet, Broadcasting and Communication
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• 제15권1호
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• pp.164-170
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• 2023

The purpose of this study is to analyze the big data of Adidas brand participating in the Qatar World Cup in 2022 as a FIFA partner to understand useful information, semantic connection and context from unstructured data. Therefore, this study collected big data generated during the World Cup from Adidas participating in sponsorship as a FIFA partner for the 2022 Qatar World Cup and collected data from major portal sites to understand its meaning. According to text mining analysis, 'Adidas' was used the most 3,340 times based on the frequency of keyword appearance, followed by 'World Cup', 'Qatar World Cup', 'Soccer', 'Lionel Messi', 'Qatar', 'FIFA', 'Korea', and 'Uniform'. In addition, the TF-IDF rankings were 'Qatar World Cup', 'Soccer', 'Lionel Messi', 'World Cup', 'Uniform', 'Qatar', 'FIFA', 'Ronaldo', 'Korea', and 'Nike'. As a result of semantic network analysis and CONCOR analysis, four groups were formed. First, Cluster A named it 'Qatar World Cup Sponsor' as words such as 'Adidas', 'Nike', 'Qatar World Cup', 'Sponsor', 'Sponsor Company', 'Marketing', 'Nation', 'Launch', 'Official', 'Commemoration' and 'National Team' were formed into groups. Second, B Cluster named it 'Group stage' as words such as 'Qatar', 'Uruguay', 'FIFA' and 'group stage' were formed into groups. Third, C Cluster named it 'Winning' as words such as 'World Cup Winning', 'Champion', 'France', 'Argentina', 'Lionel Messi', 'Advertising' and 'Photograph' formed a group. Fourth, D Cluster named it 'Official Ball' as words such as 'Official Ball', 'World Cup Official Ball', 'Soccer Ball', 'All Times', 'Al Rihla', 'Public', 'Technology' was formed into groups.

• 한국의류학회지
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• 제46권5호
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• pp.772-788
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• 2022

This study investigates whether the image of the casual Hanbok brand is being communicated to consumers successfully. We conducted a semantic network analysis to identify ways of revitalizing communication between casual Hanbok brands and consumers; in addition, we quantitatively evaluated the effectiveness of communication marketing through Quadratic Assignment Procedure (QAP) analysis. Unstructured data from 2014-2021 were collected through portal sites and then refined and networked. Our analysis showed that casual Hanbok brands generally target younger people and that different brands employ similar methods to promote and popularize the casual Hanbok style. Consumers tended to recognize and show interest in casual Hanbok, suggesting the potential to expand the market to Blue Ocean. However, some of our findings revealed the potential factors of style coordination risk and prejudice against existing Hanbok, which could potentially hinder casual Hanbok's uptake and adoption. We conclude that increasing the demand for casual Hanbok depends not only on delivering an accurate brand image to consumers but also on balancing fashion with traditional images when planning products and providing styling information.

• International Journal of Knowledge Content Development & Technology
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• 제12권4호
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• pp.41-65
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• 2022

This study would understand the overall perception of our society about public libraries, analyzing the texts related to public libraries, utilizing the semantic connection network & sentiment analysis. For this purpose, this study collected data from the last five years with keywords, 'Library' and 'Lifelong Learning Center' from January 1, 2016 through November 30, 2020 through the blogs and cafés of major domestic portal sites. With the collected data, text mining, centrality of keywords, network structure, structural equipotentiality, and sensitivity analyses were conducted. As a result of the analysis, First, 'reading' and 'book' were identified as representative keywords that form the social perception of public libraries. Second, it turned out that there were keywords related to the use of the library and the untact service due to the recent spread of COVID-19. Third, in seeking a plan for the development of public libraries through the keywords drawn to have positive meanings, it is necessary to create continuous services that can form a new image of the library, breaking away from the existing fixed role and image of the library and increase the convenience of use. Fourth, facilities and facilities for library services were recognized from a neutral point of view. Fifth, the spread of infectious diseases, social distancing, and temporary closure and closure of libraries are negatively related to public libraries, and awareness of librarians has been identified as negative keywords.

• International Journal of Internet, Broadcasting and Communication
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• 제14권3호
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• pp.85-90
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• 2022

In this study, keywords from representative online portal sites such as NAVER, Google, and Youtube were collected based on text mining analysis technique using TEXTOM to check the changes in the restaurant industry before and after COVID-19. The collection keywords were selected as dining out, food service industry, and dining out culture. For the collected data, the top 30 words were derived, respectively, through the refinement process. In addition, comparative analysis was conducted by defining data from 2018 to 2019 before COVID-19, and from 2020 to 2021 after COVID-19. As a result, 8272 keywords before COVID-19 and 9654 keywords after COVID-19, a total of 17926 keywords, were derived. In order for the food service industry to develop after the COVID-19 pandemic, it is necessary to commercialize the recipes of restaurants to revitalize the distribution of home-use food products that replace home-cooked meals such as meal kits. Due to the social distancing caused by COVID-19, the dining out culture has changed and the trend has changed, and it has been confirmed that the consumption culture has changed to eating and delivering at home more safely than visiting restaurants. In addition, it has been confirmed that the consumption culture of existing consumers is changing to a trend of cooking at home rather than visiting restaurants.

• 디지털융복합연구
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• 제21권2호
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• pp.27-32
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• 2023

본 연구는 빅데이터를 활용한 시장성 분석 및 사업화방법론 분석 시스템에 관한 것으로서, 분석대상 제품에 대해 바이럴 마케팅이 가능한 컨텐츠 채널을 토대로 해당 제품의 시장성을 분석할 수 있는 빅데이터를 활용한 시장성 분석 및 사업화방법론 분석 시스템에 관한 것이다. 본 연구에 따른 빅데이터를 활용한 시장성 분석 및 사업화방법론 분석 시스템은 컨텐츠 채널에서 제공되는 마케팅 컨텐츠를 분석하여 분석대상 제품에 대한 시장성을 분석하므로 분석대상 제품에 대한 보다 정확한 바이럴 마케팅 효과를 판별할 수 있다는 장점이 있다고 하겠다.

• 한국비블리아학회지
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• 제17권2호
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• pp.43-64
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• 2006

본 논문은 문화관련 콘텐츠를 제공하는 문화관광부의 문화예술종합정보시스템과 예술로, 한국문화콘텐츠진흥원의 문화콘텐츠닷컴, 문화재청의 국가문화유산종합정보서비스와 문화재지식정보센터 등, 다섯 사이트를 선정하여 콘텐츠, 인터페이스, 디자인, 시스템, 서비스의 다섯 영역으로 나누어 웹사이트를 평가하였다. 평가사이트들은 양질의 콘텐츠 제공보다는 인터페이스와 웹사이트 디자인에 치중한 것으로 나타났다. 사이트의 구축목적이나 서비스제공 대상자에 대한 명확한 정의가 부족하였으며 제공 콘텐츠의 경쟁력은 취약하였다. 인터페이스에서는 접근의 신속성이 떨어졌으며 시스템의 성능향상이 절실한 실정임이 밝혀졌다. 사용자와의 쌍방향 대화의 장이 전혀 제공되고 있지 않아 개선이 요구되는 실정이다.