• 정보관리학회지
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• 제36권2호
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• pp.201-222
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• 2019

최근 제안된 완벽주의 지수 PI는 연구자를 유력자와 대량생산자로 구분하는 지표이다. 이 연구에서는 PI를 개량한 새로운 지표인 준완벽주의 지수 NPI를 제안하였다. NPI는 특히 발행시기 등을 고려하지 않고 저인용논문에 무조건 획일적인 기준으로 패널티를 부과하던 PI의 방식을 개선하는 보완 지수이다. NPI에서는 꼬리 보상 영역에 인용빈도 곡선을 고려하면서 패널티를 부과함으로써, h-지수의 향상이 오히려 영향력 지표에 불리하게 작용하는 것을 방지한다. 이렇게 개발된 NPI를 Web of Science 문헌정보학 관련 분야 학술지에 시험 적용해본 결과 h-지수와 평균 인용횟수로는 불가능했던, 유력 학술지와 대량생산 학술지의 구분을 성공적으로 수행할 수 있었다.

• 한국측량학회지
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• 제35권5호
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• pp.415-422
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• 2017

Finding influential factors from given clustering result is a typical data science problem. Genetic Algorithm based method is proposed to derive influential factors and its performance is compared with two conventional methods, Classification and Regression Tree (CART) and Chi-Squared Automatic Interaction Detection (CHAID), by using Dunn's index measure. To extract the influential factors of preference towards political parties in South Korea, the vote result of $18^{th}$ presidential election and 'Demographic', 'Health and Welfare', 'Economic' and 'Business' related data were used. Based on the analysis, reverse engineering was implemented. Implementation of reverse engineering based approach for influential factor analysis can provide new set of influential variables which can present new insight towards the data mining field.

• 한국안전학회지
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• 제28권2호
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• pp.78-83
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• 2013

The traffic culture index is used as a major index in evaluating the traffic safety services of local governments and also serve as important data for the planning and implementation of traffic safety services. However, as the traffic culture index gradually became a standard for comparison among local governments, in part, certain cases arose which questioned the grounds for selecting variables for the index and the validity of the index in terms of its influential relationship between evaluation items. This study analyzed the index's influential relationship by utilizing a PLS structural equation model based on the evaluation results of the 2011 traffic culture index. A variable-linking model was created which recognized the relativity taking into account of the indirect effects between latent variables and this model was proven to be a model suitable in explaining the traffic culture index with a 97.8% explanation power. It was found that traffic safety(0.530), driving behavior(0.527), pedestrian behavior(0.187) and vulnerable road users(0.147), in such order, had an effect on the traffic culture index. It was also found that human casualties due to traffic accidents under "traffic safety" and traffic light compliance rate under "driving behavior" had an important effect. The study showed that motor vehicle share in illegal parking in school zones did not have a valid explanation power regarding "vulnerable road users".

• 대한공간정보학회지
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• 제22권4호
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• pp.21-30
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• 2014

최근 소셜 미디어의 활성화로 인해 소셜 네트워크상에서 수많은 자발적 추종자들을 확보한 새로운 형태의 유력자가 대두되고 있다. 소셜 네트워크상에서의 유력자를 탐색하는 연구들이 진행되어 왔고, 관련 서비스가 제공 중에 있으나 이들은 유력자 규명에 있어 위치기반 소셜 네트워크 서비스(LBSNS)가 가지고 있는 위치 정보에 대한 반영이 부족하다는 한계점을 가지고 있었다. 이에 본 연구에서는 공간통계분석기법을 이용하여 LBSNS 데이터를 대상으로 다양한 사회문화적 이슈에 대한 발언에 영향력을 가지는 유력자를 공간적으로 탐색하고, 이를 활용하는 방안을 제시하고자 하였다. 이를 위해 트위터의 지오태깅된 메시지를 분석 데이터로 사용하였으며, 서울시를 공간적 범위로 하여 한 달 동안 총 168,040건의 메시지를 수집하였다. 또한 '정치', '경제', 'IT'를 연구 대상 범주로 설정하고, 데이터 수집 기간 동안 이슈가 되었던 키워드들을 주어진 범주별로 분류하였다. 이를 바탕으로 키워드에 대한 유력자를 파악하기 위한 노출도를 도출하고, 이에 대해 서울시의 행정동을 기준으로 공간결합연산을 실시함으로써 각 키워드에 대한 행정동별 노출도를 산출하였다. 그리고 행정동별로 산출된 노출도의 공간적 의존성을 고려하여 유력지수를 도출하였으며, 키워드별로 상위의 유력지수를 보이는 지역을 유력지역으로 추출하여 이들의 공간적인 분포 특성과 키워드들 간의 공간적 상관성을 분석하였다. 실험 결과, 동일 범주 내에서 키워드 간의 공간적 상관계수는 0.3 이상으로 높은 상관성을 보였으며, 정치범주와 경제범주의 키워드 간 상관계수 역시 평균 0.3으로 비교적 높은 상관성을 보인 반면, 정치범주와 IT범주, 경제범주와 IT범주 키워드 간의 상관계수는 각각 0.18, 0.15로 낮은 상관성을 보였다. 본 연구는 유력자에 대한 연구를 공간 정보의 관점에서 구체화시켰다는 점에서 의의를 가지며, 향후에 gCRM(geographic Customer Relationship Management) 등의 분야에 유용하게 활용될 수 있을 것이다.

• 한국치위생학회지
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• 제16권2호
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• pp.225-231
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• 2016

Objectives: The purpose of this study was to investigate the influential factors of stress and fatigue on peridontal indicators in patients with periodontal disease. Methods: A self-administrated questionnaire study was conducted during November 2012 to January 2013 with 140 periodontal patients. The Fatigue and Stress were evaluated with Multidimensional Fatigue Scale(MFS) and Psychosocial Well-bing Index(PWI). Periodontal health indicators were consisted with gingival index and pocket depth. Data were analyzed by descriptive analysis, t-test, ANOVA, and multiple regression analysis. Results: Overall stress and fatigue level of subjects were $22.61{\pm}5.62$ and $64.67{\pm}9.45$. Gingival index and periodontal pocket depth as periodontal health indicators were $1.26{\pm}0.3$ and $4.29{\pm}0.52$. The influential factors of gingival index and periodontal pocket depth were social function(subcategory of pwi) and depression(subcategory of pwi), respectively. Conclusions: Some subcategories of PWI were related with periodontal health indicators. So, consideration of stress related with depression and social function are needed to manage and prevent periodontal disease.

• 동서간호학연구지
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• 제22권2호
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• pp.113-120
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• 2016

Purpose: The purpose of this study was to explore the levels of self-reflection, self-esteem, and empathy and identify influential factors on happiness index in nursing students. Methods: The data was collected using questionnaires from a convenience sample of 275 nursing students. The data was analyzed with descriptive statistics, t-test, ANOVA, Pearson correlation coefficients, and multiple regression. Results: Mean scores of self-esteem, empathy and happiness index were 3.55, 2.89, 3.43, and 66.76, respectively. Self-understanding, self-esteem, and economic status had significant positive effects with a 42% of explained variance of the happiness index. Conclusion: The results suggest that self-understanding, self-esteem, and economic status should be considered as factors when developing intervention strategies to increase the level of the happiness index among nursing students.

• 생물정신의학
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• 제20권2호
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• pp.54-60
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• 2013

Objectives The purpose of this study is to find the influential clinical and physical characteristics which affect apnea-hypopnea index (AHI) in suspected obstructive sleep apnea (OSA) patients. Methods We evaluated the comprehensive factors including sleep related symptoms, clinical scales, medical history, substance use, and anthropometric data of the 119 participants who complained of the symptoms of OSA. All the participants underwent attended-full night laboratory polysomnography. The correlation and multiple regression analysis were conducted to find the influential and predictive factors of AHI. Results A multiple linear regression model 1 showed that higher AHI was associated with higher body mass index (BMI)(p < 0.001) and higher frequency of observed apnea (p = 0.002). In multiple linear regression model 2, AHI was associated with higher BMI (p < 0.001) and loudness of snoring (p = 0.018). Conclusions The present preliminary results suggest that BMI and observed apnea are most influential factors that affect AHI in suspected OSA patients. In the future study we will design the prediction formula for the OSA and AHI, which is useful in the clinical medical field.

• 한국공간구조학회논문집
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• 제18권2호
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• pp.87-97
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• 2018

Stone pagoda structures have continued to be aged due to the combination of various damage factors. However, some studies on nonstructural damage have been carried out, but assessment studies on structural damage have not been done in various ways. Therefore, in this study, structural and nonstructural influencing factors according to the damage types are classified and the damage assessment according to the structural influencing factors affecting the behavior of the stone pagoda structure is performed. In addition, the damage rating classification criteria for each type of structural damages or damage locations are presented, and the damage index is calculated by providing the criteria for the classification of damage according to the degree of damage to which the damage is caused. Therefore, this study can evaluate quantitatively the damage status of stone pagoda structures.

• 치위생과학회지
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• 제13권1호
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• pp.91-96
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• 2013

본 연구는 제4기 국민건강영양조사 자료(2007~2009)를 바탕으로 12세 아동 중 치아우식증 고위험군을 확인하고, 치아우식증 고위험군과 저위험군으로 분류하여 인구 사회과학적 특성과, 구강건강에 대한 인식 및 행태에 대한 자료를 비교 분석하여 다음과 같은 결과를 얻었다. 1. 12세 아동 중 치아우식증 저위험군의 DMFT index는 0.89, 고위험군의 SiC index는 6.04로 6배 정도 높게 나타났으며, 이는 치아우식증 비교지표인 DMFT가 정규분포하지않고 심하게 치우쳐 있다는 결과였다. 2. 성별 분석에서는 여성이 남성에 비해 치아우식증 고위험군에 포함된 확률이 높은 것으로 나타났다(p<0.01). 3. 12세 아동이 스스로 구강건강에 대해 건강하지 못하다고 생각할수록 치아우식증 고위험군에 포함될 확률이 높아지는 것을 확인할 수 있었다. 4. 칫솔질 횟수에 따라 살펴봤을 때는 칫솟질이 불규칙할 경우가 1일 3회 이상 규칙적으로 시행하는 경우보다 고위험군에 포함될 확률이 적은 것으로 나타났다(p<0.01). 이상의 연구결과를 통해 12세 아동의 치아우식증 고위험집단에 영향을 미치는 위험요인들을 파악할 수 있었다. 이러한 결과를 바탕으로 보다 효과적인 구강보건 예방전략을 수립하는 기틀을 마련할 수 있을 것으로 사료된다.

• 간호행정학회지
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• 제21권5호
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• pp.501-510
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• 2015

Purpose: The purposes of this study were to identify the effects of social support, resilience, stress and satisfaction in major on the happiness index of nursing students. Methods: Data were collected from March 16 to April 10, 2015 through a self-report questionnaire survey. Participants were 205 students in three different nursing colleges located in Busan and Yangsan. Measured variables were social support, resilience, stress, satisfaction in major and Happiness index. Results: Social support, resilience, satisfaction in major, and personal relationships had significant positive effects on the happiness index, while stress had a negative effect on the happiness index. Explained variance for the happiness index was 46% and social support was the most significant factor in the happiness index of nursing students. Conclusion: The results from this study suggest that resilience, social support, stress, satisfaction in major, and personal relationships should be considered as the main influential factors when developing intervention strategies to increase of the happiness index of nursing students.