• International Journal of Internet, Broadcasting and Communication
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• 제14권2호
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• pp.98-108
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• 2022

In this study, social network analysis was performed to compare and analyze changes in domestic tourism trends before and after the outbreak of COVID-19 in a situation where the damage to the tourism industry due to COVID-19 is increasing. Using Textom, a big data analysis service, data were collected using the keywords "travel destination" and "travel trend" based on the collection period of 2019 and 2020, when the epidemic spread to the world and became chaotic. After extracting a total of 80 key words through text mining, centrality was analyzed using NetDraw of Ucinet6, and clustered into 4 groups through CONCOR analysis. Through this, we compared and analyzed changes in domestic tourism trends before and after the outbreak of COVID-19, and it is judged to provide basic data for tourism marketing strategies and tourism product development in the post-COVID-19.

• 융복합기술연구소 논문집
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• 제3권1호
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• pp.41-44
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• 2013

Process and manufacturing data are numerously accumulated to the enterprise database in industries but little of those data are utilized. Data mining can support a decision to manager in process from the data. However, it is not easy to field managers because a proper adoption of various schemes is very difficult. In this paper, six scenarios are conducted using data mining schemes for the various situations of field claims such as yield problem, trend analysis and prediction of yield according to changes of operating conditions, etc. Scenarios, like templates, of various analysis situations are helpful to users.

• 한국융합학회논문지
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• 제12권4호
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• pp.9-21
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• 2021

본 연구는 IP5국가(KR, EP, JP, US, CN)의 바이오헬스 분야 특허데이터를 기반으로 기술의 융합과 트렌드를 파악하여 해당 산업 분야의 발전 방향을 제시하는 것을 목적으로 한다. 기술융합 현황 파악을 위해 특허 동시분류분석 기반의 네트워크분석과 TF-IDF 기반의 텍스트마이닝을 주요 방법론으로 활용하였고, 분석 결과 바이오헬스 산업의 기술융합 클러스터는 크게 (A)치료용 의료기기, (B)의료데이터프로세싱, (C)생체계측용 의료기기의 세 가지 형태로 도출되었다. 또한 기술융합 결과를 토대로 한 트렌드 분석의 결과에서 우리나라는 (B)의료데이터프로세싱 분야에서 시장선도국으로 도출됨에 따라 향후 상업적 가치가 높은 특허로 시장 우위를 선점할 수 있는 가능성이 높다고 분석되었다. 특히 해당 분야는 2019년 1월 국회에서 통과된 '데이터3법'이라는 정책적 변환과 더불어, 국내 바이오헬스 기업들의 의료데이터 활용 가능성이 확대됨에 따라 해당 기술에 대한 기술융합 활성화 정책 수립과 R&D 지원 전략이 필요할 것으로 전망된다.

• 치위생과학회지
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• 제22권3호
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• pp.131-138
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• 2022

Background: The purpose of this study was to analyze research trends in articles published in the Journal of Dental Hygiene Science over the past decade. Methods: From 2011 to 2020, 653 studies were reviewed using a keyword analysis. Contents such as academic classification, research type, research method, research topic, data collection method, data analysis method, and financial support were analyzed. Results: Analysis by school type showed 34.2% of clinical dental hygiene studies, 23.3% of educational dental hygiene studies, 22.8% of basic dental hygiene studies, 10.0% of other field studies, and 9.8% of social dental hygiene studies. By type of study, quantitative studies were the most common at 69.5%. Regarding data collection methods, 45.8% of the studies that used surveys were the most common. The subjects of the study were 20.1% experimental studies, 15.6% general adults, and 15.0% dental hygienists. Regarding the data analysis method, 49.3% of the studies that conducted frequency analysis were the most common. The total number of keywords was 2,390, with 107 (4.48%) being 'dental hygienists.' Next, oral health was the most common with 67 (2.80%) articles, followed by 31 for the elderly (1.30%), 25 for dental hygiene students (1.05%), and 24 for stress (1.00%). Conclusion: For academic development of dental hygiene, it is necessary to explore the diversity of academic topics based on the results of this study. It is necessary to find a way to spread the research results so that the published research can be used for the academic development of dental hygiene.

• 한국조리학회지
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• 제15권3호
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• pp.307-323
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• 2009

조사대상자의 일반적인 특성과 외식 행동 특성은 빈도(N)와 백분율(%)로 나타내었으며, 조사대 상자의 일반적 특성에 따른 인식에 관한 차이를 알아보기 위해 $x^2$-검정을 실시하여 유의성을 검정하였고, 메뉴 선택행동은 요인분석(Factor analysis)을 실시하였으며, 메뉴 선택 요인과 일반적인 특성과의 차이(t-test & ANOVA)를 검정하였고, 건강지향도과 만족도와의 다중회귀분석(Multiple regression analysis)을 실시하였다. 인구통계적 변인들과 메뉴 선택 행동의 차이는 대체로 연령, 학력, 소득 수준이 높을수록 평균이 높게 나타나 웰빙 메뉴 선택 행동에 높은 관여를 보이는 것으로 조사되었으며, 메뉴 선택 행동이 건강지향성과 만족도에 미치는 영향에 관한 회귀분석결과 식생활 습관성은 건강지향성과 만족도에 영향을 미치지 못하는 것으로 조사되었다. 따라서 외식기업들은 이러한 집단을 마케팅 목표로 설정하여 그에 맞는 메뉴 개발 및 업체의 컨셉을 정하여 판매 촉진을 개선시키는 것이 바람직하다고 할 수 있다.

• 해양환경안전학회지
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• 제27권7호
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• pp.918-923
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• 2021

정부는 공유수면 매립사업의 계획적인 관리를 위해, 10년 주기의 공유수면 매립기본계획을 수립하고 있다. 그러나 수시변경을 통한 매립사업을 추진하는 경우가 상당한 비중을 차지하고 있는 것으로 나타났다. 이에 기본계획의 실효성에 대한 의문이 제기되고 있으며, 이를 보완하기 위한 장기 매립 수요 추세 분석에 대한 필요성이 증가하고 있다. 이에 본 연구에서는 그간의 연간 매립 실적 자료를 활용하여 매립 수요 추세 분석을 수행하였다. 분석 결과, 국내 공유수면 매립 수요는 지속적으로 하락하는 추세인 것으로 나타났으며, 특히 매립기본계획 체제로 전환된 1990년대 이후에는 그 추세가 뚜렷하게 나타나고 있는 것으로 나타났다. 또한 2021-2030년까지 총 매립 수요는 최대 13.8 km²에서 최소 1.7 km² 수준으로 산정되었다.

• Journal of the Korean Data and Information Science Society
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• 제18권4호
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• pp.891-902
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• 2007

It has been 12 years since PIFF is first started. PIFF is first started in 1966 to provide opportunity for audiences who love movies could actively participate in visual culture and opportunity for Korean movies could stand out in the world by showing internationally recognizable movies. To make energetic film culture in Korea, there should be thoughtful analysis on old PIFF and effort to solve the problem. For this reason, we researched on audience trend and satisfaction level who participated in 12th PIFF to find out hidden problem of PIFF, and provide a good direction which could solve the given problem.

• Asian Pacific Journal of Cancer Prevention
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• 제13권5호
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• pp.1783-1786
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• 2012

Objectives: To analyze esophageal cancer incidence and pathological data of Zhongshan in China in 1970-2007, and to provide scientific information for its prevention and control. Methods: From Zhongshan Cancer Registry esophageal cancer incident and pathological data were obtained. Pathological proportions and trends were calculated and analyzed. Results: Although there was a continuously and obviously increasing trend for male incidence rates in 1970-2007 in Zhongshan, squamous cell carcinoma (SCC) and adenocarcinoma (AD) incident proportions during 1990-2007 remained relatively stable. Moreover, SCC was the major pathological type, accounting for 70.6 percent of all new cases, while AD were relatively few and accounted for only 2.66 percent throughout the period. Conclusion: The male esophageal cancer incident pattern in Zhongshan in 1970-2007 was quite different from most other domestic areas. The data suggest that etiological analysis should be enhanced for improved control in Zhongshan.

• 응용통계연구
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• 제16권1호
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• pp.15-31
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• 2003

Lake Ontario에서 수년간 측정된 실제 생물학적 지표 자료의 각 변수에 대하여 관찰시점의 불규칙성과 의존성을 고려한 탐색적 분석모형의 수립과정에 대하여 연구하였다. 이 상점을 제거한 후 trend와 seasonal component를 수정 한 선형 모형으로부터 잔차를 계산하고 이로부터 variogram과 correlogram을 그려보았다.

• 대한원격탐사학회지
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• 제10권2호
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• pp.63-82
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• 1994

Multitemporal analysis with remotely sensed data is complicated by numerous intervening factors, including atmospheric attenuation and occurrence of clouds that obscure the relationship between ground and satellite observed spectral measurements. A reconstruction system was developed to increase the discrimination capability for imagery that has been modified by residual dffects resulting from imperfect sensing of the target and by atmospheric attenuation of the signal. Utilizing temporal information based on an adaptive timporal filter, it recovers missing measurements resulting from cloud cover and sensor noise and enhances the imagery. The temporal filter effectively tracks a systematic trend in remote sensing data by using a polynomial model. The reconstruction system were applied to the AVHRR data collected over Korean Peninsula. The results show that missing measurements are typically recovered successfully and the temporal trend in vegetation change is exposed clearly in the reconstructed series.