• Smart Media Journal
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• v.6 no.3
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• pp.83-88
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• 2017

The data analysis system using Big-data is worthy to be used in various fields such as politics, traffic, natural disaster, shopping, customer management, medical care, and weather information. Particularly, the analysis of the momentum of an individual using an acceleration signal collected from a wearable device has already been widely used. However, since the data used in such a system stores only the data necessary for measuring the individual activity, it does not provide various analysis results other than the exercise amount of the individual. In this paper, I propose a system that analyzes collective behavior pattern and activity based on the acceleration signal that can be collected from personal smartphones for 24 hours a day and stored in big data. I also propose a system that sends acceleration signals and receives analysis results using standard messaging to use on various smart devices.

• Journal of Nutrition and Health
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• v.46 no.4
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• pp.346-356
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• 2013

This study investigated the daily physical activity level, energy expenditure, energy balance, and body composition and their relationship with university students. The participants were 130 male students ($19.5{\pm}0.5$ yrs) and 139 female students ($19.5{\pm}0.3$ yrs) at a university in Chungnam province. Physical activity level was evaluated by an equation based on 24 hr-activity record and dietary nutrient intake was evaluated using the food record method during a three-day period consisting of two week days and one weekend. Body composition was measured using Inbody 430 (Biospace Co., Cheonan, Korea). As a result, mean body mass index (BMI) of subjects indicated that they had normal weight, however mean body fat ratio was $19.1{\pm}5.4%$ for males and $28.4{\pm}5.0%$ for females, indicating that they had higher than normal weight. Daily mean physical activity level was 1.55 for males and 1.47 for females, which was regarded as 'low active', respectively. Females had more light activity than males (p<0.01). Daily mean energy expenditure was $2,803.5{\pm}788.9$ kcal/d for males and $1,915.4{\pm}510.2$ kcal/d for females (p<0.001). Daily mean dietary energy intake was $2,327.0{\pm}562.5$ kcal/d for males and $1,802.1{\pm}523.6/d$ for females (p<0.001), and daily mean energy balance was $-476.5{\pm}955.9$ kcal/d for males and $-113.3{\pm}728.1$ kcal/d for females (p<0.01). Daily mean dietary intake of protein, vitamins, and minerals, except Ca, satisfied recommended nutrient intake. Daily energy expenditure was positively related to body weight (p<0.01), BMI (p<0.01), and fat free mass ratio (p<0.05), but was negatively related to body fat ratio (p<0.01). In conclusion, subjects had a negative energy balance and low physical activity. They had a normal weight by BMI but had a more fat than normal weight by body fat ratio. This appears to be related to their low physical activity. Thus, nutrition education should be provided for university students in order to increase their physical activity for maintenance of normal weight by body composition and health promotion.

• Proceedings of the Korean Information Science Society Conference
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• 2000.10a
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• pp.163-165
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• 2000

고객 DB를 통해 세분 고객별로 구매량, 주요 고객을 파악케 하며 각종 마케팅 활동이나 판촉활동이 고객의 구매/이용 패턴에 어떤 영향을 미치며, 물품을 구매하는 소비자의 다양한 구매 패턴을 분석하기 위해서 쇼핑몰 운영자가 여러 각도에서 문제 분석과 의사 결정을 빠르고 신속하게 할 수 있도록 기존 쇼핑몰의 관계형 DB을 이용하여, 다차원적 데이터 모델링을 통해서 다차원적인 분석이 가능하도록 하는 ROLAP를 이용한 인터넷 쇼핑몰의 데이터 웨어하우스 구축 방안을 제시하고자 한다.

• Journal of Digital Convergence
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• v.18 no.3
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• pp.217-225
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• 2020

This study was a secondary analysis research using data from the Seventh Korea National Health and Nutrition Examination Survey (KNHANES VII-2), 2017 to identify the relationships between obesity and physical activities and prevalence of osteoarthritis in menopause women. The subjects were 1,516 menopause women aged over 19 years who participated in the KNHANES VII-2, 2017. Data were downloaded from the KNHANES website and analysed through complex sampling design data analysis using IBM SPSS 21.0 program. Prevalence of osteoarthritis is 1.88 times higher in women with body mass index (BMI) above pre-obesity and non-abdominal obesity and 1.98 times higher in women with BMI above pre-obesity and abdominal obesity than in women with BMI normal or low weight and non-abdominal obesity. These results indicate that obesity prevention and management should be provided to prevention of osteoarthritis for menopause women and obesity should be considered body mass index and abdominal obesity.

• KSCE Journal of Civil and Environmental Engineering Research
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• v.28 no.2D
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• pp.171-179
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• 2008

In this paper, "Gyeonggi-Do household weekend travel survey" is used in order to analyze activity participation and travel behavior for the people who go to work on Saturday(workers) and those who do not go to work(non-workers). To find out causal relationship between activity participation and travel behavior, Structural Equation Models are developed. Examination of the causal relationship between activity participation and travel behavior identifies three stages. Firstly, subsistence activities and leisure activities are generated. Secondly, each activity participation produces trip volumes and travel times. Finally, the sum of travel times forms trip volumes. Looking into the activity participation stages for the workers, their subsistence activies have a tendency to take place first, and leisure activities usually follow. Non-workers generate more simple trip chains and most of their first stage activities are leisure related.

• Proceedings of the KAIS Fall Conference
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• 2009.05a
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• pp.123-127
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• 2009

본 논문은 국내 일부지역 주민의 건강행태가 위암발생에 영향을 미치는 요인들을 규명하기 위해 시행하였다. 이를 위해 서울에 소재한 한 종합병원에 위암관련 검진을 받기 위해 내원한 환자로 조직병리검사상 위암으로 확진받은 91명을 환자군으로 선정하였다. 대조군도 환자군과 동일한 기간, 동일한 병원 내과에 내원하여 동일한 방법으로 검진한 결과 위암에 속하지 않는 것으로 진단된 환자군과 연령, 성별에 대해 짝짓기하여 선정된 91명이었다. 자료수집은 2008년 12월 20일부터 2009년 1월 30일까지 설문과 면접조사의 방법을 병행하여 진행하였다. 연구결과 첫째, 취미활동량은 취미활동을 전혀 하지 않는 군에 비해 일일 평균 300kcal 미만 또는 그 이상의 열량을 소모하는 군에서 교차비가 각각 0.27과 0.33으로 위암발생 위험을 유의하게 감소시켰다(P<0.05). 둘째, 음주경험이 없는 군에 비해 있는 군(OR=1.85, 95% Cl=1.02-3.36), 총 음주기간이 30년 이상인 경우(OR=5.91, 95% Cl=1.78-19.95)에서 유의하게 높았다. 셋째, 탄음식을 주 3회 이상 섭취할 경우(OR=4.85 95% Cl=1.61-9.84), 짠음식의 섭취빈도가 주 3회 이상인 경우(OR=1.49 95% Cl=0.26-0.91) 위암발생과 유의하게 관련되었다. 넷째, 다중 로지스틱 회귀분석결과 위암발생에 영향을 미치는 요인은 월평균소득, 10년 전 BMI, 취미활동량, 알코올 섭취량, 탄류 및 짠류 섭취였다. 이러한 연구결과를 토대로 적당한 취미활동이 육체적 활동량의 증가뿐만 아니라 건강행동변화를 유도하여 결과적으로 위암예방 효과를 높일 수 있을 것이라 본다.

• Journal of Science Education
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• v.34 no.2
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• pp.260-267
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• 2010

The purpose of this study was to investigate the correlation between high school students' observation ability quotient and changes in their stress hormones while observing fruits. This experimental study was performed with 29 first-year female high school students in a metropolitan city. In order to measure the observation ability quotient, an appropriate scientific observation program was developed. In observation program, the subjects carried out observations in an open and autonomous environment and recorded their observations. Their saliva samples were extracted before and after the task so as to analyze the amount of the secreted hormone. Also, their observation ability was measured using the quotient equation of observation ability. And then, in order to investigate the relationship between the observation ability and the cortisol hormone, a correlation analysis was performed. The main results are as follows: First, the amount of learner's hormone secreted during the experiment decreased in overall after the free observation. And the observation ability quotient turned out to be significantly correlated to the cortisol hormone.

• Journal of the Architectural Institute of Korea Structure & Construction
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• v.34 no.10
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• pp.37-44
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• 2018

In this study, the effects of considering hourly metabolic rate variations for predicted mean vote (PMV) control on the heating and cooling energy and greenhouse gas emission were investigated. The case adopting PMV control taking the hourly metabolic rate into account was comparatively analyzed against the conventional dry-bulb air temperature control, using a detailed simulation technique. Under the assumption that all the apartments in Korea adopt the PMV control incorporating real-time metabolic rate measurements, nationwide reductions of primary energy and greenhouse gas emission were analyzed. As a result, PMV control considering hourly metabolic rate variations is expected to reduce national primary energy by 6.2% compared to conventional dry-bulb air temperature control, corresponding to reduction of 10,342 GWh. In addition, it turned out that 6.6% of tCO2 emission can be reduced by adopting PMV control, corresponding to nationwide reduction of greenhouse gas emission by approximately 1,720,000 tCO2.

• Therapeutic Science for Rehabilitation
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• v.12 no.4
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• pp.111-122
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• 2023

Objective : To identify the effect of lifestyle risk factors on the daily activities and cognition of the older adults in the community using the National Health Insurance Corporation 2015 geriatric cohort database. Methods : Lifestyle risk factors were defined as body mass index (BMI), smoking, drinking, vigorous exercise, moderate exercise, and walking, and basic and instrumental activities of daily living (ADL) and cognitive function variables were included in the analysis. ADL and cognitive function according to sex and age were analyzed using a t-test and one-way ANOVA. The correlation between lifestyle risk factors, ADL, and cognitive function was analyzed using Pearson's correlation analysis, and multiple regression analysis was performed to analyze their influence. Results : The factors affecting basic ADL (BADL) were sex and walking exercises, with an explanatory power of 1.7%. Instrumental ADL (IADL) included age, drinking, and walking exercises, with an explanatory power of 2.6%. Cognitive function included sex, age, BMI, vigorous exercise, and walking, with an explanatory power of 5.3%. Conclusion : Lifestyle risk factors partially affected BADLs/IADLs and cognitive function in community-dwelling older adults. This suggests the need to systematically manage lifestyle risk factors to improve and maintain the healthy lives of older adults facing biological aging.

• Proceedings of the Korean Society for Information Management Conference
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• 2016.08a
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• pp.39-43
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• 2016

본 연구의 목적은 공공도서관 직원의 독서활동이 직무만족도와 조직몰입도에 어떠한 영향을 미치는지를 분석하는 것이다. 이는 기업에서 직원의 독서활동을 활성화하여 조직의 경쟁력을 높이는 경영기법인 독서경영과 문화경영이 직원의 직무만족과 조직몰입을 높인다는 선행연구들의 결과를 기반으로 하였다. 이에 서울시 동북부 지역 지자체 운영 공공도서관의 직원을 대상으로 설문조사를 실시하였으며, 신뢰도 분석과 다중회귀분석을 통하여 데이터를 분석하였다. 분석 결과, 공공도서관 직원의 독서량, 독서시간이 직무자체 만족도에 유의한 영향을 미쳤으며, 이용자 독서모임 참여 기간이 사회적 인식 만족도에 영향을 미치는 것으로 나타났다. 조직몰입에 대해서는 독서시간이 정서적 몰입도에, 이용자 독서모임 참여 기간은 지속적 몰입도와 규범적 몰입도에 유의한 영향을 미치고 있었다.