• 지식경영연구
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• 제20권3호
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• pp.155-171
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• 2019

In the entertainment industry which has great uncertainty, it is essential to predict public preference first. Thanks to various mass media channels such as cable TV and internet-based streaming services, the reality audition program has been getting big attention every day and it is being used as a new window to new entertainers' debut. This phenomenon means that it is changing from a closed selection process to an open selection process, which delegates selection rights to the public. This is characterized by the popularity of the public being reflected in the selection process. Therefore, this study aims to implement a machine learning model which predicts the winner of , which has recently been popular in South Korea. By doing so, this study is to extend the research method in the cultural industry and to suggest practical implications. We collected the data of winners from the 1st, 2nd, and 3rd seasons of the Produce 101 and implemented the predictive model through the machine learning method with the accumulated data. We tried to develop the best predictive model that can predict winners of by using four machine learning methods such as Random Forest, Decision Tree, Support Vector Machine (SVM), and Neural Network. This study found that the audience voting and the amount of internet news articles on each participant were the main variables for predicting the winner and extended the discussion by analyzing the precision of prediction.

• 농촌계획
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• 제25권2호
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• pp.1-13
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• 2019

The rural development policies and projects in Korea has been implemented with various related acts. For instance, these acts include Framework Act on the National Land, National Land Planning Utilization Act, Special Act on Balanced National Development, etc, enacted by each of adminstration. However, there are some limitations to encourage the variety of rural development policies due to duplication and overlapping between the relevant acts. Nowadays, the fields of rural development have been evolved and integrated not only by agricultural infrastructures but also in various fields such as multi-functional industry including rural tourism, green care, and cultural welfare, etc. Therefore, the current legal system may not effectively accept and support in various rural development policies and projects at all. This study tried to figure out the necessity of reorganization related legal system through the field survey to planners, residents and analysts regarding the correlation between legal systems and projects. For these reasons, this study tried to find out the problem of current legal system and then, suggested alternative methods related to the legal system for integrated rural development. The scope of the study is as follows; 1)correlation analysis between relevant laws and rural development projects. 2)field survey to figure out the legitimacy and validity for the reorganization of the legal system. At last the result of the research has suggested an alternative method to reorganize the legal system and proposed the new legal system with is good for integrated rural development.

• 산업융합연구
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• 제19권3호
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• pp.107-116
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• 2021

본 연구는 무용전공대학생의 무용사회화 주관자, 무용개입, 무용노력 변수간의 관계를 분석·규명하는데 있다. 연구대상은 서울, 경기도 소재 무용전공 대학생으로 하였으며 유의표집방법을 이용하였다. 연구의 결과는 다음과 같다. 첫째, 무용사회화 주관자는 무용개입에 영향을 미친다. 둘째, 무용사회화 주관자는 무용성취노력에 영향을 미친다. 셋째, 무용개입은 무용성취노력에 영향을 미친다. 따라서, 무용인들의 적극적인 노력을 통해 세월이 흘러 후손들에게 전해줄 수 있는 문화유산을 위해서 국가적 차원의 지원을 비롯해 산·학을 연계할 수 있는 다양한 프로그램 마련이 뒤따라야 할 것으로 사료된다.

• 국토계획
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• 제54권3호
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• pp.5-14
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• 2019

Starting with the market vitalization project in 2008, The Gwangju Dae-in Art Market has attracted to many artists, changing into cultural and art market. After the project was carried out for a certain period of time, a study was conducted to determine the differing opinions of the artists and merchants in regards to the market. The study also examined and analyzed the factors affecting the artists' continuous activities. The difference in recognition perception between artists and merchants was analyzed through a T-test. PLS-regression analysis was used for the artists' continuing intention to work. As a result, the artists and merchants recognized that the number of visitors increased after the influx of artists. Programs that had a positive impact on the artist's intention for sustainable activities were as follows: the 'Art Products Creation Workshop', where artists, merchants, and citizens collaborate to develop commodities needed for the market; 'Hanpyeong Gallery', where artists directly or indirectly interact with merchants and citizens; the 'Artist-Merchant Workshop', where artists and merchants produce articles required for the market; 'C'est Si Bon', which expresses the placeness of the market into art; and the 'Dae-in Art Night Market', where citizens, merchants and visitors can sell their own works. On the other hand, programs with the negative effect were those where artists' participation was low or none, as the policy implications, they should be actively develop this type of programs, where artists could participate and interact with citizens and merchants, like this visitors and sales can be increased.

• 산경연구논집
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• 제12권2호
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• pp.29-40
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• 2021

Purpose: In this study, with the transaction amount of foreign direct Purchase and foreign direct sales increasing, South Korea is in a situation where foreign direct sales are focused on China. We looked at the impact of consumer innovation and site characteristics on repurchase ability among the characteristics of overseas direct purchase consumers as a way to make direct overseas sales to various overseas countries. Research design, data and methodology: Consumer innovativeness consists of four variables: functional, hedonistic, social, and cognitive, and the site characteristics consisted of four variables: product price, product assortment, convenience, and service. The study was conducted on consumers with foreign direct purchase experience, and was finally used in 252 additional analyses. Results: The main findings of this study were first, that the impact on the degree of re-purchase among consumer innovativeness of foreign direct purchase consumers had a significant impact in the order of cognitive innovativeness, hedonistic innovativeness, and functional innovativeness. Social innovativeness did not affect the degree of re-purchase. Second, site characteristics have been found to have a significant impact on the degree of re-purchase in order of product assortment, commodity price, and service. Convenience did not affect the degree of re-purchase. Conclusions Taken together these results can be called the biggest characteristic of the cognitive innovativeness of the consumer's inclination to use the overseas direct purchase, the price or quick response of the goods sold on the site is a factor that affects the re-purchase, above all it is important to have a variety of products. We will present this element as a way to make direct sales abroad to various countries. In addition, foreign direct purchase is a lot of transactions in China, the United States, EU, but the share of China is high in foreign direct sales, and the U.S. and EU have a very low performance, it is important to consider the reasons why they prefer Korean products in China to study the social and cultural characteristics of U.S. and European consumers in the future, and to support and active marketing that companies and sellers can increase sales.

• 한국경제지리학회지
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• 제25권1호
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• pp.1-22
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• 2022

본 연구의 목적은 Entrepreneurial Ecosystems의 핵심 개념을 분석하고 경제지리학 연구에서의 시사점을 제시하는 것이다. 기업가정신과 지리를 결합한 Entrepreneurial Ecosystems이 중요한 개념과 이론으로 부상하였는데, '행위자와 요인', '생산적', '영역'이라는 핵심 개념을 중심으로 고찰하였다. Entrepreneurial Ecosystems에서는 개인적·조직적·제도적 구성요소인 기업가, 스타트업, 기존 기업, 제도와 문화적 요소들이 상호연결되어 '기업가적 재순환'을 통해 커뮤니티를 형성하는 것이 중요하다. 이를 통해 로컬 지역에서 기업가적 문화를 기반으로 혁신적인 고성장 신생기업을 창출하는데 기여한다. 개념적 한계에도 불구하고 생산적 기업가정신(혁신창업)의 지리적·공간적 프로세스를 밝히고 지역기반 스타트업 생태계에 대한 정책적 시사점을 제시하기 위해 경제지리학 관점에서 이론적, 실증적 분석이 이루어져야 한다.

• 한국콘텐츠학회논문지
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• 제22권3호
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• pp.560-566
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• 2022

본 연구는 COVID-19 전후 시점에 따른 장애인의 여가사회활동, 생활만족도, 행복 변화의 관계를 살펴보고 독거여부에 따른 조절효과를 살펴보는 데 목적을 두었다. 분석을 위해 장애인고용패널 3,773명의 자료를 분석에 활용하였고 분석결과 여가사회활동의 감소가 생활만족도감소를 더욱 강화시키고, 그에 따라 행복의 감소 역시 커지는 것을 확인하였다. 더불어 독거에 따라 여가사회활동이 생활만족도에 미치는 영향이 커지는 것으로 나타났다. 즉, 장애인의 여가사회활동감소가 생활만족도감소로 이어지며 행복 역시 감소되었고, 독거장애인인 경우 이러한 경향이 더 커졌다. 이러한 결과를 통해 사회적 거리두기가 중요하긴 하지만 장애인의 삶의 중요한 보호요인이 될 수 있는 여가사회활동이 축소되는 것에 대한 개입으로서 온라인을 활용한 모임, 문화예술활동 참여, 교육 등의 지원이 필요함을 제언하였고, 더 나아가 장애인사례관리 진행에서도 정신건강에 대한 스크리닝 및 독거장애인에 대한 개입이 필요함을 제언하였다.

• 한국간호교육학회지
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• 제27권2호
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• pp.197-209
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• 2021

Purpose: The purpose of this study is to evaluate the validity and reliability of the Korean Bereavement Care Confidence Scale (K-BCCS). Methods: The Perinatal Bereavement Care Confidence Scale (PBCCS) was translated into Korean according to an algorithm of cultural adaptation process and excluded six items which were specific to perinatal bereavement. A total of 229 clinical nurses participated in the study. Construct validity, convergent validity, discriminant validity, and group comparison validity were evaluated, and Cronbach's α was calculated to estimate the reliability of the K-BCCS. Results: The K-BCCS consisted of 31 items in 7 factors, including knowledge and skills for bereavement care (12 items), organizational support (6 items), awareness of the needs (3 items), interpersonal skills (3 items), workload influence (2 items), continuous education (2 items), and understanding the grief process (3 items). The factor loading of 31 items within the 7 factors ranged from .60 to .86. For the convergent validity, the construct reliability (CR) ranged from .74 to .94, and the average variance extracted (AVE) ranged from .49 to .73, which is considered acceptable. The discriminant validity showed that the AVEs of the subscales were greater than the square of the correlation coefficient r. The nurses who had experience providing bereavement care (t=4.94, p<.001) or had received bereavement education (t=6.64, p<.001) showed higher K-BCCS values those without experience. The Cronbach's α of 31 items was .93 and ranged from .60 to .94 per subscale. Conclusion: The K-BCCS is a valid and reliable tool for evaluating nurses' confidence in bereavement care.

• 문화기술의 융합
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• 제8권5호
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• pp.285-290
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• 2022

중국의 급속한 발전에 따라 중국예술과 미술관도 빠르게 부상하고 있다. 본 연구는 중국미술관의 역사와 발전과정을 분석하여 중국미술관의 근대에서 현대에 이르는 발전과정을 정리하고, 최근 현황과 트렌드를 분석하고자 하였다. 중국 미술관은 서방 선진국 미술관과 격차가 있지만, 그 격차가 점차 좁혀지고 있는 것으로 분석됐다. 양과 질적인 면에서 중국 미술관은 빠른 성장을 보여주고 있고, 최근 미술관의 트렌드를 반영하여 변화하고 있다. 이러한 성장에도 불구하고, 자금 부족으로 인한 운영난을 겪고 있고, 제도와 지원 미비와 이로 인한 발전에 대한 저항, 전문인재의 부족 등의 문제점들이 있다. 최근 세계적 관심을 받고있는 중국미술관에 관한 연구는 매우 부족하기 때문에, 본연구는 한국의 중국미술관 연구에 기여할 수 있다. 본 연구를 통해 중국미술관의 발전과정과 현황, 문제점 등을 이해할 수 있으며, 이를 바탕으로 한국 미술관의 발전에 시사점을 주고자 한다.

• 대한물리의학회지
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• 제18권3호
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• pp.121-133
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• 2023

PURPOSE: Computerization using ICF as a protocol can enhance the assessment, communication, and decision-making of various disciplines and cultures, individual functions, disabilities and health to promote communication and understanding among various professionals, organizations, and countries. The empirical foundation for these propositions was provided by delineating of six distinct computerization components. METHODS: This study analyzed 14 papers that combined the medical field and information technology to activate the ICF through computerization. From each of these papers, distinctive advantages were extracted to propose six computerization elements. The validity of these computerization elements was examined. These papers encompass various computerization elements, among which core elements were identified. In particular, six common core elements were extracted from these papers and assumed to be strategic computerization components for ICF activation. A heuristic methodology was employed to validate these components, representing IT technology maturity using four determining indices, which were then presented graphically for validation attempts. RESULTS: Four quantified indices were defined: reliability, cost-effectiveness, support and updates, and collaboration. Using these indices, this study identified elements that leverage existing IT technologies and require new development. The possibility of increasing utility was identified by applying computerization to ICF. CONCLUSION: This study examined the strategic elements of utilizing ICF by computerizing it using a protocol concept and discussed its potential for utilization. The potential to enhance the value of information in social, physical, and cultural contexts was presented by integrating various domains and data within the ICF framework.