• Title/Summary/Keyword: 평균 모델

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The Effects of Rural Living Community Characteristics on the Elderly's Life Satisfaction (농촌지역 생활공동체의 특성이 노인들의 생활만족도에 미치는 영향)

  • Lee, Sang-Rok;Do, You-Hee
    • The Journal of the Korea Contents Association
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    • v.20 no.5
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    • pp.171-180
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    • 2020
  • The purpose of this study is to examine the effects of the characteristics of the elderly living community in rural areas on the life satisfaction of the elderly. The subjects of study were 670 elderly people living at the living communities in Jeollabuk-do. In order to achieve the research purpose, multiple regression analysis model was applied using community characteristics as independent variables and life satisfaction as dependent variable. Among community variables, programs, mutual support, pysical space satisfaction, community consciousness and conflict, household labor burden are significant variables for life satisfaction. Among the personal characteristics, subjective health, monthly average income, marriage status(bereavement) are found to have a significant effect on life satisfaction. These results suggest that the influence of community characteristics as well as individual characteristics are important on the life satisfaction of the elderly living in the group life. The results of this study suggest such as policy implications that living community features such as interactions among seniors, programs, and their relationship with local residents are the important intervention points for improving life satisfactions of the elderly living community in rural area.

A Study on the Idol Survivability Prediction Using Machine Learning Techniques : Focused on the Industrial Competitiveness (머신러닝 기법을 활용한 아이돌 생존 가능성 예측 연구 : 산업 경쟁력 증진을 중심으로)

  • Kim, Seul-ah;Ahn, Ju Hyuk;Cui, Fuquan
    • The Journal of the Korea Contents Association
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    • v.20 no.5
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    • pp.291-302
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    • 2020
  • Korean popular music industry, which is lead by "Idol group", has forsaken their fandom all over the world. Therefore, idol groups has become not only an artist but also the most influential people in the Korean economy. A global idol group with a strong fandom can earn more than a trillion-dollar by attracting their global fan's interest in Korea. In other words, it is considerably important to carry the idol to a successful conclusion. This study tries to expect whether the idols can be survived or not at a certain point after their debut by ANN, Decision Tree, Random Forest. We decide that certain point as the three-year and eight-year after their debut, because it is their break-even point year and the year after their average renewal of the contract. In addition, this study also explains which feature is the most important to their survival by feature importance and Logistic regression. In conclusion, features like the number of idol competitors, the number of debut members and the number of the genre are significant. These results shed light on the efficient management of K-Pop idol to improve industrial competitiveness.

Evaluation of e-learning in the anatomical education : The correlation between utilization frequency, satisfaction and academic achievement (해부학 가상강의에 따른 가상강의실 활용도, 만족도, 학업성취도 간의 상관관계)

  • Kim, Kwang-Hwan;Kim, Jee-Hee;Park, Jeong-Hyun
    • Proceedings of the KAIS Fall Conference
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    • 2010.11b
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    • pp.901-903
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    • 2010
  • 본 연구에서는 2007-2009년에 간호학과 및 스포츠과학부 해부학 강의에 있어 가상강의를 실시하였고 이에 따른 학생들의 가상강의 컨텐츠의 만족도와 가상강의실 활용빈도에 따른 학업성취도와의 상관관계를 분석하였다. 2007-2009학년도 1학기 해부학 강의를 가상강의 방식으로 수강한 2개 학과 231명을 대상으로 강의 종료 후 가상강의실 게시판 및 컨텐츠 활용 빈도, 개별 설문조사, 학기말 성적을 확보하여 상호간의 상관관계를 분석하였다. 각 학과별 일반 특성을 보기 위하여 연속 변수의 경우 평균과 표준오차를, 범주형 변수의 경우 그 분포 퍼센트를 이용하여 제시하였다. 학과별로 모든 학생들의 총점을 3분위수로 구분하여 낮음, 중간, 높음으로 분류하였으며, 조사된 모든 변수들의 일반 선형성을 GLM 모델을 이용하여 검증하였다. 사후 검증은 최소자승법을 이용하여 실시하였으며, 이를 이용하여 각각의 세부 집단별 점수 차이에 대한 유의성을 평가하였다. 관련 항목들 간 상관성 분석을 위하여 스피어만 상관계수를 이용하여 p 값 0.05를 기준으로 유의성 검증을 실시하였다. 모든 통계분석은 SAS 9.12 버전을 이용하여 분석하였다. 설문 대상자들은 학과와 해부학 성적에 상관없이 가상강의 전반에 대해 높은 만족도를 가졌다. 해부학 성적이 좋을수록 가상강의실 접속횟수가 유의하게 높았다. 아울러 해부학 성적이 좋을수록 난이도가 낮고 흥미도는 높게 나타났다. 또한 평가 요인들 간의 상관관계를 분석한 결과, 가상강의의 만족도는 흥미도와 전공과의 연계성과 밀접한 관련이 있었다. 가상강의 게시판을 통한 과제물 관리, 질의응답에 대한 적절성에 대해서는 성적에 따라 일부 유의한 차이가 나타났으나 높은 만족도를 나타내었다. 결론적으로 건강 및 의료 전공자들을 위한 해부학 강의에 있어 가상강의의 도입과 적용은 성공적이었으며, 이는 해부학 전공 교수진이 매우 부족한 현실에서 해부학 강의의 질적 저하를 막고 효율적인 교육을 위한 대안이 될 것으로 판단된다. 단, 해부학 가상강의 컨텐츠의 개선, 자료 보강 및 가상강의의 접근성 확보는 시급히 개선해야할 과제로 남아 있다.

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Preliminary Research of Regenerative Cooling for Small Scale Combustors (소형 연소기를 위한 재생냉각의 선행연구)

  • Jang, Dong-Wuk;Jo, Sung-Kwon;Cho, Hwang-Rae;Bang, Jeong-Seok;Kwon, Se-Jin
    • Proceedings of the Korean Society of Propulsion Engineers Conference
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    • 2011.11a
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    • pp.163-170
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    • 2011
  • Applicability of regenerative cooling in 2,500 N-class bipropellant thruster using hydrogen peroxide and kerosene was considered for improvement performance and application in various missions. Calculation was performed by one dimensional approach using hydrogen peroxide as a coolant. In designed regenerative cooling thruster, heat flux at nozzle throat was estimated at 18 ~ 20 $MW/m^2$. Designed cooling channel width and height were 2.5 mm and 0.5 mm, respectively. Based on designed cooling channel configuration, flat plate model was manufactured and tested for estimation of pressure drop in cooling channel, and CFD analysis was compared with the test result. The maximum error between CFD analysis and experimental result was approximately 13% and average error was approximately 5%.

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PIV Measurement of Unsteady Flow in Wavy-Walled Channels (기복을 갖는 채널 내부 비정상흐름의 PIV계측)

  • Cho Dae-Hwan;Han Won-Hui;Choi Sang-Bom
    • Proceedings of KOSOMES biannual meeting
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    • 2005.11a
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    • pp.159-163
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    • 2005
  • This experimental study was performed to investigate internal flow and unsteady flow characteristics using a model for actual shape of a plate heat exchanger and visualization of flow through the particle image velocimetry. Seven Reynolds numbers were selected by calculation with the height of grooved channel and sectional mean velocity of inlet flow in the experiment, and instantaneous velocity distributions and flow characteristics were experimently investigated. The triangular grooved channel had a compound flow consisting of the flow in lower channel and the groove flow receiving shear stress by the channel flow in the experiment. The sheared mixing layer, in the boundary between the triangular groove and the channel, affected main flow to raise turbulent in the channel.

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A New Prediction Model for Power Consumption with Local Weather Information (지역 기상 정보를 활용한 단기 전력 수요 예측 모델)

  • Tak, Haesung;Kim, Taeyong;Cho, Hwan-Gue;Kim, Heeje
    • The Journal of the Korea Contents Association
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    • v.16 no.11
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    • pp.488-498
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    • 2016
  • Much of the information is stored as data, research has been activated for analyzing the data and predicting the special circumstances. In the case of power data, the studies, such as research of renewable energy utilization, power prediction depending on site characteristics, smart grid, and micro-grid, is actively in progress. In this paper, we propose a power prediction model using the substation environment data. In this case, we try to verify the power prediction result to reflect the multiple arguments on the power and weather data, rather than a simple power data. The validation process is the effect of multiple factors compared to other two methods, one of power prediction result considering power data and the other result using power pattern data that have been made in the similar weather data. Our system shows that it can achieve max prediction error of less than 15%.

Analysis of Forcing Terms Determining the Thermospheric Wind Vortices at High Latitudes (고위도 열권 바람에서 소용돌이를 일으키는 강제항들에 대한 분석)

  • Kwak, Young-Sil;Ahn, Byung-Ho;Kim, Khan-Hyuk
    • Journal of Astronomy and Space Sciences
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    • v.25 no.4
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    • pp.415-424
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    • 2008
  • Kwak et al. (2008) found that the mean neutral wind pattern in the high-latitude lower thermosphere is dominated by rotational flow than by divergent flow. As an extension of the our previous work (Kwak et al. 2008), we performed a term analysis of vorticity equation that describes the driving forces for the rotational component of the horizontal wind in order to determine key processes that causes strong rotational flow in the high-latitude lower thermospheric winds. For this study the National Center for Atmospheric Research Thermosphere-Ionosphere Electrodynamics General Circulation Model (NCAR-TIEGCM) is used. The primary forces that determine variations of the vorticity are the ion drag term and the horizontal advection term. Significant contributions, however, can be made by the stretching term. The effects of IMF on the vorticity forces are seen down to around 105-110km.

Bond Slip Relationship between GFRP Plank and Cast-in-place High Strength Concrete (현장타설 고강도콘크리트와 유리섬유 FRP 판 사이의 부착슬립관계에 관한 연구)

  • Park, Chan-Young;Yoo, Seung-Woon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.3
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    • pp.2279-2286
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    • 2015
  • Recently it has been actively studied that the use of hybrid GFRP-concrete structure with dual purpose of both a permanent forwork and main tensile reinforcement of GFRP plank. In applying general analysis and design technique to evaluate the performance of hybrid structures with cast-in-place high strength concrete and GFRP plank, it is essential that the characteristics of the bond slip model is identified. In this study a simplified bilinear bond slip model for hybrid structure with GFRP plank and cast-in-place high strength concrete is proposed. Maximum average bond stress of simple bond slip relationship that has been proposed in this study is 3.29MPa, initial slope is 35.66MPa/mm, the total slip is 0.23mm and interfacial fracture energy is 0.37kN/m.

The Effect of Wind Stress in the Southwestern Coastal Waters of the Japan Sea (동해 연안역 해수순환에 대한 바람응력 효과)

  • CHANG Sun-Duck;KIM Jong-Kyu
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.26 no.6
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    • pp.538-548
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    • 1993
  • In order to estimate the influence of wind stress in the southwestern coastal waters of the Japan Sea, the wind stress was estimated from the shipboard wind data of the Fisheries Research and Development Agency along the serial observation lines and Buoy No. 6 of the Japan Meteorological Agency. 5,100 wind data are used to construct a data set of monthly mean wind stress during 10 years from 1978 to 1987. The negative values of the mean zonal wind stress curl at Ulleung Basin in the study area seem to be responsible for the formation of the warm core. The volume transport of the East Korea Warm Current are estimated quantitatively by the variations of the Ekman transport associated with the reversing direction of the monsoon. And the distribution of the warm core is explained by the simple three layer model.

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An Algorithm for the Multi-view Image Improvement with the Resteicted Number of Images in Texture Extraction (텍스쳐 추출시 제한된 수의 참여 영상을 이용한 Multi-view 영상 개선 알고리듬)

  • 김도현;양영일
    • Journal of Korea Multimedia Society
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    • v.3 no.1
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    • pp.34-40
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    • 2000
  • '[n this paper, we propose an efficient multi-view image coding algorithm which finds the optimal texture from a restricted number of multi-view image. The X-Y plane of the normalized object space is divided into the triangular patches. The depth of each node is determined by appling a block based disparity compensation method. Thereafter the texture of each patch is extracted by appling an affine transformation based disparity compensation method to the multi-view images. We reduced the number of images needed to determine the texture compared to traditional methods which use all the multi-view image in the texture extraction. The experimental results show that the SNR of images encoded by the proposed algorithm is better than that of images encoded by the traditional method by the approximately 0.2dB for the test sets of multi -view image called dragon, santa, city and kid. Image data recovered after encoding by the proposed method show a better visual results than after using traditional method.

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