• 정보과학회 논문지
• /
• 제44권9호
• /
• pp.887-892
• /
• 2017

뇌-컴퓨터 인터페이스는 정신 작업 동안 다채널에서 생성된 뇌파의 신호를 측정, 분석하여 컴퓨터를 제어하거나 의사를 전달하는 기술이다. 이때 최적의 뇌파 채널 선택은 뇌-컴퓨터 인터페이스의 편의성과 속도뿐만 아니라 정확도 향상을 위해 필요하다. 최적의 채널은 중복 채널들 또는 노이즈 채널들을 제거함으로써 얻는다. 이 논문에서는 최적 뇌파 채널을 선택하기 위해 이중 filter-기반의 채널 선택 방법을 제안한다. 제안한 방법은 먼저 채널들 간의 중복성을 제거하기 위해 spearman's rank correlation을 사용하여 중복 채널들을 제거한다. 그 뒤, F score를 이용하여 채널과 클래스 라벨 간의 적합성을 측정하여 상위 m개의 채널들만을 선택한다. 제안한 방법은 클래스 라벨과 관련되고 중복이 없는 채널들을 사용함으로써 좋은 분류 정확도를 이끌어 낼 수 있다. 제안한 채널 선택 방법은 채널의 수를 상당히 줄임과 동시에 평균 분류 정확도를 향상시켰다.

• 대한교통학회지
• /
• 제30권4호
• /
• pp.33-42
• /
• 2012

최근 정보통신기술의 발전에 의한 교통서비스의 질적 향상에 따른 교통과 통신의 상호관계를 규명하는 연구들에서는 주로 통행이라는 양적 교통서비스 측면에 집중하였으나, 실질적으로는 교통 및 통신부문의 전체 산출물 중 절반 이상이 타산업의 중간재로 이용되고 있다. 본 연구에서는 1980년부터 2005년까지의 6개 실측년도 산업연관표를 이용하여 우리나라의 교통 및 통신산업의 상호연관성을 교통과 통신산업 관련항목들을 제조산업 및 서비스산업으로 분류하여 두 산업의 상호관계를 분석하였다. 교통과 통신산업은 전반적으로 선진국과 유사하게 상호보완관계를 지니고 있으나, 교통과 통신산업의 세부항목들의 상관관계에서는 일부항목들이 점차 대체관계로 전환되는 경향이 있는 것으로 분석되었다.

• Nutrition Research and Practice
• /
• 제10권4호
• /
• pp.433-441
• /
• 2016

BACKGROUND/OBJECTIVES: The purpose of this study was to develop a dish-based semiquantitative food frequency questionnaire (FFQ) for Korean adolescents and evaluate its reproducibility and validity. SUBJECTS/METHODS: Based on 24-hour dietary recall data from the 4th Korean National Health and Nutrition Examination Survey (KNHANES), we developed a FFQ with 71 items. From a quota sample of 160 adolescents recruited using gender and age group as stratification variables, 153 participated in the complete data collection process. The FFQ was administered to each subject twice, at an interval of 3-4 weeks, to evaluate the test-retest reliability. The validity of the FFQ was assessed relative to 8-day food record data. RESULTS: The study findings demonstrated the FFQ's satisfactory reproducibility. Spearman correlation coefficients ranged from 0.64(for ${\beta}-carotene$) to 0.81(for protein). From cross-classification analyses, the proportion of subjects in the same intake quartile was highest for protein (65.4%) and lowest for vitamin A(47.1%). With regard to validity analysis, Spearman correlation coefficients ranged from 0.27(for vitamin A and fiber) to 0.90 (for energy). The proportions of subjects in the opposite categories between the first FFQ and the 8-day food record data were generally low within the range from 0.74% (for energy and carbohydrate) to 13.2% (for ${\beta}-carotene$). CONCLUSIONS: In conclusion, the dish-based semiquantitative FFQ developed in this study can be useful for grouping Korean adolescents according to major macro- and micronutrient intakes with reasonable reproducibility and validity.

• The Journal of Korean Physical Therapy
• /
• 제20권4호
• /
• pp.21-28
• /
• 2008

Purpose: We measured the Oswestry Low Back Pain Disability Index (OLBPDI) and related factors in patients with low back pain. Methods: The sample consisted of 50 patients who received physical therapy at the physical therapy units of the Andong Seoul Sintong Clinic, St. Luke Clinic, and Yeongju Seoul Sintong Clinic in Andong and Yeongju city from October, 2007, to February, 2008. The OLBPDI questionnaire was administered by 5 physical therapists as a cross-sectional study. Student's t-test and analysis of variance (ANOVA/Tukey and Scheffe) were used to analyze OLBPDI score differences. We also used nonparametric statistic analysis (Wilcoxon rank sum test, Median test). Pearson correlation analysis (Spearman correlation analysis) was used to analyze the relationship between OLBPDI and the visual analogue scale (VAS). Multiple regression analysis was performed to determine the effects of independent variables on pain scores as defined by the OLBPDI. Results: The average patient age was 37.1 years (range: 18$\sim$78 years old), and time from onset was 21.7 months (1$\sim$180). OLBPD and VAS scores were 12.70 (3.0$\sim$28.0) and 5.14 (1$\sim$8), respectively. OLBPDI scores were 14.4 in patients taking medicine and 11.57 in those who did not. There was a statistically significant relationship between OLBPDI and VAS (r=0.54, p=0.0001; r=0.55, p=0.0001 by Spearman coefficient). Gender ($\beta$=6.14, p=0.0124), age ($\beta$=-2.01, p=0.0324), weight ($\beta$=0.31, p=0.0222), time from onset ($\beta$=1.54, p=0.0044), and VAS score ($\beta$=1.59, p=0.0004) were significantly associated with OLBPD by multiple regression analysis. Conclusion: Variables associated with OLBPD were gender, age, weight, time from onset, and VAS score. Collecting information on the pain index using OLBPDI was acceptable to patients with low back pain. Further research should explore the pain index by using larger sample sizes and longer follow-up periods.

• The Journal of Korean Physical Therapy
• /
• 제29권3호
• /
• pp.122-127
• /
• 2017

Purpose: The aim of this study was to investigate if the 7-item Berg balance scale (BBS) 3-point, which is a short form of the BBS (SFBBS), has compatible psychometric properties in comparison with the original BBS, and also to study the concurrent validity using a 10-meter walk test (10mWT) and a timed up and go test (TUG), which are widely used with SFBBS in clinical settings. Methods: A total of 255 patients who had experienced stroke participated in this cross-sectional study. We used results obtained from 188 patients who completed both 10mWT and TUG. The three levels in the center of the BBS were collapsed to a single level (i.e.,0-2-4) to form the SFBBS. The concurrent validity was assessed by computing the Spearman coefficients for correlation among outcome measures and in between each outcome measure and the SFBBS. As there were four outcomes, the corrected p-value for significant correlation was 0.013 (0.05/4). Results: Spearman coefficients for correlations and evaluation instruments for concurrent validity revealed significantly high validity for both of SFBBS and BBS (r=0.944). 10mWT and TUG were -0.749 and -0.770 respectively, which are in the high margin and are statistically significant (p>0.000). Conclusion: SFBBS has sound psychometric properties for evaluating patients with stroke. Thus, we recommend the use of SFBBS in both clinical and research settings.

• 한국산학기술학회논문지
• /
• 제13권5호
• /
• pp.2305-2312
• /
• 2012

시대의 변화에 따른 IT 기술의 급속한 발전은 전반적인 산업영역에서 예전보다 쉽게 정보를 취득하고 가공할 수 있는 여건을 형성하고 있다. 최근 각광 받고 있는 SNS의 변화를 살펴보면 스마트폰 이용이 대중화되면서 마케팅 툴로서의 가치가 더욱 급부상하고 있다. 본 연구는 패션 마케팅 분야에서 새로운 시장으로 떠오르고 있는 Facebook 활용 사례를 연구하였다. 패션업체 10곳을 선정하여 활동지표의 기준이 되는 '게시글', 'like this', 'people talking about this' '이벤트'를 중심으로 페이스북 페이지를 연구하였고 spearman 순위 상관계수를 이용하여 위 지표들 간의 상관분석을 실시하였다. 연구 결과 '게시글'과 'like this'의 관계는 높은 상관관계를 보여 주었고 다른 요인들 사이에서는 상관관계를 확인할 수 없었다. 페이스북 페이지를 이용한 마케팅은 소비자와 업체와의 소통이 기존 매체에 비해 원활하였는데 이는 SNS의 마케팅의 이용이 기존의 마케팅의 한계였던 소통의 벽을 넘을 수 있음을 보여주는 결과였다.

• 디지털융복합연구
• /
• 제14권2호
• /
• pp.519-527
• /
• 2016

이 연구는 BMI 분류기준과 9점-신체상평정척도 분류기준의 일치도를 조사하여 현장적용의 유용성을 확인하고, 여대생들이 체형에 대해 실제로 인식하고 정도를 파악하여 체형인식의 왜곡에 대한 올바른 정보와 비만의 기준에 대한 정보 제공에 목적이 있다. BMI 분류기준과 신체상평정척도 분류기준의 일치도, 그리고 여대생의 BMI에 따른 신체상 인식 정도를 알아보기 위하여 교차분석, Spearman의 등위차상관계수 및 카파통계량을 산출하였다. 분석결과 일반 여자대학생이 판정한 신체상 평정척도 분류기준과 BMI 분류기준은 통계적으로 ${\rho}=.719$(p<.001)로 높은 상관과 ${\kappa}=.506$(p<.001)로 보통 수준의 일치도를 나타냈다. 이러한 결과를 바탕으로 차후 신체상과 관련하여 인종의 특성에 따른 크기와 형태를 조정할 필요가 있으며 인구통계학적 특성이 다르거나 비만도가 높은 대상자를 선별하여 그들의 체형인식과 심리적인 측면에 관한 추가적인 연구가 필요하다.

• 기본간호학회지
• /
• 제6권1호
• /
• pp.18-34
• /
• 1999

Nurse's caring behaviors are essential to help patients cope with their health problems. The purpose of this study was to investigate the importance of nurse's caring behaviors as perceived by staff nurses and patients. The subjects were 295 staff nurses and 340 patients from five medical centers in Taegu. Data collection was done from Dec. 10, 1997 to Jan. 31, 1998. The tool for this study was a 7 point Likert type scale with 27 earing behaviors developed by Lee(1996). Cronbach alpha of the tool was .9701 in staff nurses and .9618 in patients. Data were analyzed with SAS using t-test, ANOVA and Spearman rank correlation program. The results are as follows : 1. The a verage score of perceived importance of nurse's taring behaviors for the 27 items was 5.65 in staff nurses and 4.97 in patients. 2. The most important caring behaviors perceived by the nurses was 'Nurse gives painless and cautious injection and treatment for patients' and for the patients, 'Nurse gives hygienic treatment and nursing care'. 3. The caring behavior which showed a significant difference between the ranks of perceived importance by staff nurses and patients was 'to treat the patient with tenderness and friendship'. 4. The Spearman rank correlation coefficient between the ranks of importance perceived by staff nurses and patients was 0.8302. With the results of this study, the staff nurses could be recognized to have much enthusiasm and passion about caring. It is suggested that nurses let the public know about the nurses' caring roles. In the future, research to investigate the actual practice of nurses' caring behavior is necessary.

• 대한지역사회영양학회지
• /
• 제17권2호
• /
• pp.156-166
• /
• 2012

The aim of this study was to develop and evaluate the simple semi-quantitative food frequency questionnaire (FFQ) for assessing folate intake in women of reproductive age. We developed a 30-item FFQ, and tested the reliability and validity in 97 women aged between 20 and 39 yrs using the FFQs and 24-h recalls, which were carried out twice, respectively. Assessing the reliability, the correlation coefficients were 0.53 (Spearman's) and 0.49 (Pearson's) for folate. There was no significant difference of folate intake between FFQ1 and FFQ2. 36.1% subjects were classified into the same quartile and 83.5% into the same or adjacent quartile divided by folate intake. On determining the validity, the mean folate intake obtained from the FFQ (FFQ1) and 24h-recalls (2-d) were $306.6{\pm}167.2{\mu}g/d$ and $326.9{\pm}103.3{\mu}g/d$, respectively. There was no significant difference between folate intakes from the two methods. The correlation coefficients for folate were 0.24 (Spearman's) and 0.26 (Pearson's). 39.2% of the subjects were categorized into the same quartile and 70.1% were into the same or adjacent quartile. In addition, sensitivity (64.3%) and specificity (62.3%) were estimated to evaluate the adequacy of folate intake. These results suggest that this FFQ would be a useful and a valuable instrument to assess the intake of folate among the Korean women of child-bearing age.

• 한국학교ㆍ지역보건교육학회지
• /
• 제12권2호
• /
• pp.69-80
• /
• 2011

Objectives: The purpose of this study was to explore relationship among dft index, diet and oral health behavior, parental awareness in oral health care and social status. Methods: This study was conducted from 8 January, 2009 to 11 June, 2009 in Asan city and Seosan city in Chungnam area. 4 kindergratens, 3 preschools and 1 children language academy were randomly selected to research on dft index, diet and oral health behavior. cross-sectional study conducted among 561 valid samples out of 641 samples collected using the survey was and then followed by oral examination. Throughout the research, numerus SPSS 15.0 statistical techniques, T-test and ANOVA and Spearman correlation coefficients were used for analysis. Results: Key results of the study are as follows: Age was found to be statistically very significant to dft index(p=0.036). Age of mother, especially between 30 to 49, was found to be statistically significant to dft index rate(p=0.001). Occupation of father was also found to be statistically significant to dft index(p=0.036). High parental awareness in oral health care led to low dft index rate, which also was found to be statistically significant(p=0.036). Conclusions: In conclusion, as Spearman correlation coefficient demonstrates, occupation of father affects most on long-term healthy oral behavior followed by parental awareness in oral health care and age of mother.