• Title/Summary/Keyword: 누적분석

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A study on energy voucher usage rate risk household detection system model based on deep learning data analysis (딥러닝 데이터 분석 기반의 에너지바우처 사용률 위험 가구 탐지 시스템 모델 연구)

  • Myung-Ahn Kim;Kwang-Young Park
    • Annual Conference of KIPS
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    • 2023.05a
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    • pp.579-581
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    • 2023
  • 에너지바우처 사업은 해마다 지원 예산의 규모를 증액하고 대상 가구원 특성 기준을 추가하는 등 지속적인 노력에도 불구하고 현재 에너지바우처 사용률은 전국 평균 약 81.8%로 여전히 목표치에는 못 미치는 상황이다. 본 논문에서는 2015년 최초 시행 이후부터 누적된 에너지바우처의 데이터와 에너지연료비(유가 정보, 지역 난방비 등), 기상청의 개방된 기상자료(기상특보, 예보), 한전의 실시간 전력 소비데이터 등 타 정보를 결합하여 인공지능 기반 데이터 분석으로 에너지바우처 사용률을 높여 사용률 저조 원인을 분석하고 이를 기반으로 위험 가구에 대한 사전 탐지와 관리를 위한 시스템을 제안한다. 향후, 제안 시스템의 현실적인 운영을 위해서는 사용률과 연관된 다양한 변수에 대한 분석과 시스템 성능평가가 필요하다.

A Comparison and Analysis of Kidney Diseases and a Labial Sound Based on Formant Frequency Extraction (포먼트 주파수 특성에 근거한 신장 질환과 순음(層音)간의 비교·분석)

  • Bong-Hyun Kim;Min-Kyoung Ka;Se-Hwan Lee;Ji-Hyun Kwak;Dong-Uk Cho
    • Annual Conference of KIPS
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    • 2008.11a
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    • pp.137-140
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    • 2008
  • 현대 사회는 육체적·정신적 활동을 많이 요구하게 되며 이러한 현상으로 스트레스의 증가와 이유없는 증후군의 발병이 점차 확대되고 있다. 특히 스트레스로 인한 피로의 누적으로 인체의 혈액 농도 및 순환에 영향을 끼치게 되며 이로 인해 신장의 상태가 악화될 수 있다. 따라서 신장의 이상 유무를 조기에 판단하여 적절한 조치를 취하는 것이 무엇보다 중요하다. 이를 위해 본 논문에서는 신장 질환을 앓고 있는 환자와 정상인을 대상으로 피실험자 집단군을 각각 구성하고 음성 정보의 형태학적 분석과 수치학적 분석을 실험으로 출력하고 결과값에 대해 비교·분석을 행하고자 한다. 최종적으로 실험을 통해 신장과 음성과의 관계를 정립하고자 한다.

Changing Trends of Climatic Variables of Agro-Climatic Zones of Rice in South Korea (벼 작물 농업기후지대의 연대별 기후요소 변화 특성)

  • Jung, Myung-Pyo;Shim, Kyo-Moon;Kim, Yongseok;Kim, Seok-Cheol;So, Kyu-Ho
    • Journal of Climate Change Research
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    • v.5 no.1
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    • pp.13-19
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    • 2014
  • In the past, Korea agro-climatic zone except Jeju-do was classified into nineteen based on rice culture by using air temperature, precipitation, and sunshine duration etc. during rice growing periods. It has been used for selecting safety zone of rice cultivation and countermeasures to meteorological disasters. In this study, the climatic variables such as air temperature, precipitation, and sunshine duration of twenty agro-climatic zones including Jeju-do were compared decennially (1970's, 1980's, 1990's, and 2000's). The meteorological data were obtained in Meteorological Information Portal Service System-Disaster Prevention, Korea Meteorological Administration. The temperature of 1970s, 1980s, 1990s, and 2000s were $12.0{\pm}0.14^{\circ}C$, $11.9{\pm}0.13^{\circ}C$, $12.2{\pm}0.14^{\circ}C$, and $12.6{\pm}0.13^{\circ}C$, respectively. The precipitation of 1970s, 1980s, 1990s, and 2000s were $1,270.3{\pm}20.05mm$, $1,343.0{\pm}26.01mm$, $1,350.6{\pm}27.13mm$, and $1,416.8{\pm}24.87mm$, respectively. And the sunshine duration of 1970s, 1980s, 1990s, and 2000s were $421.7{\pm}18.37hours$, $2,352.4{\pm}15.01hours$, $2,196.3{\pm}12.32hours$, and $2,146.8{\pm}15.37hours$, respectively. The temperature in Middle-Inland zone ($+1.2^{\circ}C$) and Eastern-Southern zone ($+1.1^{\circ}C$) remarkably increased. The temperature increased most in Taebak highly Cold zone ($+364mm$) and Taebak moderately Cold Zone ($+326mm$). The sunshine duration decreased most in Middle-Inland Zone (-995 hours). The temperature (F=2.708, df=3, p= 0.046) and precipitation (F=5.037, df=3, p=0.002) increased significantly among seasons while the sunshine duration decreased significantly(F=26.181, df=3, p<0.0001) among seasons. In further study, it will need to reclassify agro-climatic zone of rice and it will need to conduct studies on safe cropping season, growth and developing of rice, and cultivation management system etc. based on reclassified agro-climatic zone.

A study on the concentration of trace metal elements in whole blood of the women in reproductive ages in urban and rural area (도시 및 농촌지역 가임연령 여성들의 혈중 미량금속원소의 함량에 관한 조사)

  • Jun, Jin-Ho
    • Journal of Preventive Medicine and Public Health
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    • v.17 no.1
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    • pp.95-106
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    • 1984
  • To acquire the essential basic data to the establishment of control measure for the hazardous health effect that could be caused by harmful metals, the author measured the concentrations of trace metals in whole blood of women of $20{\sim}39$ years old living in urban and rural area using atomic absorption spectrophotometer. The summarized results were as follows; 1. The mean concentration of zinc in whole blood was $10.69{\pm}8.07{\mu}g/ml$ in rural area. The frequency distribution by zinc concentration level was nearly L-type and the cumulative frequency distribution was showed bimodal type in both area. 2. The mean iron concentration in whole blood was $323.09{\pm}87.15{\mu}g/ml$ and $322.07{\pm}104.74{\mu}g/ml$ in urban and rural area, respectively. The frequency distribution was similar to normal distribution type in both area, but the cumulative distribution was unimodal type in urban area and bimodal type in rural area. 3. The mean magnesium concentration was $41.08{\pm}19.58{\mu}g/ml$ and $40.28{\pm}16.82{\mu}g/ml$ in the area, respectively. The frequency distribution type had skewness to the right and the cumulative frequency distribution was unimodal type in both area. 4. The mean copper concentration was $1.417{\pm}0.761{\mu}g/ml$ and $1.375{\pm}0.743{\mu}g/ml$ in the area, respectively. The frequency distribution type had skewness to the right and the cumulative frequency distribution was bimodal type in both area. 5. The mean manganese concentration was $0.079{\pm}0.039{\mu}g/ml$ and $0.07{\pm}0.058{\mu}g/ml$ in the area, respectively. The frequency distribution type had skewness to the right in both area but slight irregular in rural area and the cumulative distribution was unimodal and bimodal type in urban and rural area, respectively. 6. The mean cadmium concentration in whole blood was $0.031{\pm}0.026{\mu}g/ml$ in urban and $0.028{\pm}0.023{\mu}g/ml$ in rural area. The frequency distribution type had skewness to the right and cumulative frequency distribution was bimodal type in both area.

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Enhancement of Skin Permeation of Wrinkle Improvement Peptides GHKs Using Liposomes Containing Skin Penetrating Peptides (피부 투과 펩티드가 함유된 리포좀을 이용한 주름 개선 펩티드 GHKs의 피부 흡수 증진)

  • Park, Su In;An, Gyu Min;Kim, Min Gi;Heo, Soo Hyeon;Shin, Moon Sam
    • Journal of the Korean Applied Science and Technology
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    • v.36 no.3
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    • pp.853-865
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    • 2019
  • In this study, the skin permeability was measured by adding skin penetrating peptides, arginine oligomers R4(tetra-D-arginine), R6(hexa-D-arginine) to little skin-permeable wrinkle improvement peptides GHK, GHK-Cu, and Pal-GHK liposomes, and the results were analyzed by the following six cases. (1) In cases where only wrinkle improvement peptides GHK, GHK-Cu, and Pal-GHK were contained liposomes; the final cumulative permeations in 24 hours were 6.05%, 7.4%, and 8.83% respectively. (2) In cases where arginine oligomers R4, R6 were added to GHK liposomes; the final cumulative permeations in 24 hours were 13.63% and 7.68%. (3) In cases where R4, R6 were added to GHK-Cu liposomes; the final cumulative permeations in 24 hours were 15.46% and 8.64%. (4) In cases where R4, R6 were added to Pal-GHK liposomes; the final cumulative permeations in 24 hours were 16.9% and 10.67%. (5) In cases where R4 were added to GHK, GHK-Cu, and Pal-GHK liposomes; the final cumulative permeations in 24 hours were 13.63%, 15.46%, and 16.9% respectively. (6) In cases where R6 were added to GHK, GHK-Cu, and Pal-GHK liposomes; the final cumulative permeations in 24 hours were 7.68%, 8.64%, and 10.67% respectively. This experiment showed that skin absorption of GHK was increased by copper ion (Cu2+) and palmitic acid and skin absorption of wrinkle improvement peptides was enhanced by cell penetrating peptides, and R4 showed higher effect than R6 in GHK, GHK-Cu and Pal-GHK. Through this process, we propose broad use and application in wrinkle improvement functional cosmetics by presenting the optimal conditions for increasing skin absorption of GHK, GHK-Cu, thus maximizing its efficacy.

Prediction of Rice Yield in Korea using Paddy Rice NPP index - Application of MODIS data and CASA Model - (논벼 NPP 지수를 이용한 우리나라 벼 수량 추정 - MODIS 영상과 CASA 모형의 적용 -)

  • Na, Sang Il;Hong, Suk Young;Kim, Yi Hyun;Lee, Kyoung Do;Jang, So Young
    • Korean Journal of Remote Sensing
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    • v.29 no.5
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    • pp.461-476
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    • 2013
  • Carnegie-Ames-Stanford Approach (CASA) model is one of the most quick, convenient and accurate models to estimate the NPP (Net Primary Productivity) of vegetation. The purposes of this study are (1) to examine the spatial and temporal patterns of vegetation NPP of the paddy field area in Korea from 2002 to 2012, and (2) to investigate how the rice productivity responded to inter-annual NPP variability, and (3) to estimate rice yield in Korea using CASA model applied to MOderate Resolution Imaging Spectroradiometer (MODIS) products and solar radiation. MODIS products; MYD09 for NIR and SWIR bands, MYD11 for LST, MYD15 for FPAR, respectively from a NASA web site were used. Finally, (4) its applicability is to be reviewed. For those purposes, correlation coefficients (linear regression for monthly NPP and accumulated NPP with rice yield) were examined to evaluate the spatial and temporal patterns of the relations. As a result, the total accumulated NPP and Sep. NPP tend to have high correlation with rice yield. The rice yield in 2012 was estimated to be 526.93kg/10a by accumulated NPP and 520.32 kg/10a by Sep. NPP. RMSE were 9.46kg/10a and 12.93kg/10a, respectively, compared with the yield forecast of the National Statistical Office. This leads to the conclusion that NPP changes in the paddy field were well reflected rice yield in this study.

Fabrication of Bendable Gd2O2S:Tb Intensifying Screen and Evaluation of Fatigue Properties (유연한 Gd2O2S:Tb 증감지 제작 및 피로누적에 대한 영향)

  • Park, Ji-Koon;Yang, Sung-Woo;Jeon, Je-Hoon;Kim, Joo-Hee;Heo, Ye-Ji;Kang, Sang-Sik;Kim, Kyo-Tae
    • Journal of the Korean Society of Radiology
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    • v.11 no.7
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    • pp.611-617
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    • 2017
  • In this study, it was expected that long-term stability against external mechanical external force could be secured if the phosphor layer had ductility. In this study, a bendable $Gd_2O_2S:Tb$ sensitized paper was fabricated by screen printing method and the image uniformity was evaluated through RMS analysis and histogram analysis to investigate the effect of fatigue accumulation due to long-term external force and repetitive external force. As a result, the dominant pixel area is maintained constant and the relative standard deviation is less than 10% for the long-term external force. However, for the repetitive external force, the dominant pixel area is divided into three areas and the image uniformity is adversely affected. Based on these results, it is suggested that the curved surface detector can be applied by securing the mechanical stability against the existing radiation sensitized paper. However, further studies are needed to apply it to the flexible detector. As a result, flexible radiation sensitizers can be applied to various curved surfaces, and it is expected to be applicable to various fields such as nuclear medicine, medical treatment, and industrial fields in the future.

An Adaptive Recommendation Service Scheme Using Context-Aware Information in Ubiquitous Environment (유비쿼터스 환경에서 상황 인지 정보를 이용한 적응형 추천 서비스 기법)

  • Choi, Jung-Hwan;Ryu, Sang-Hyun;Jang, Hyun-Su;Eom, Young-Ik
    • Journal of KIISE:Software and Applications
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    • v.37 no.3
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    • pp.185-193
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    • 2010
  • With the emergence of ubiquitous computing era, various models for providing personalized service have been proposed, and, especially, several recommendation service schemes have been proposed to give tailored services to users proactively. However, the previous recommendation service schemes utilize a wide range of data without and filtering and consider the limited context-aware information to predict user preferences so that they are not adequate to provide personalized service to users. In this paper, we propose an adaptive recommendation service scheme which proactively provides suitable services based on the current context. We use accumulated interaction contexts (IC) between users and devices for predicting the user's preferences and recommend adaptive service based on the current context by utilizing clustering and collaborative filtering. The clustering algorithm improves efficiency of the recommendation service by focusing and analyzing the data that is collected from the locations nearby the users. Collaborative filtering guarantees an accurate recommendation, even when the data is insufficient. Finally, we evaluate the performance and the reliability of the proposed scheme by simulations.

Development of a Modified Standardized Precipitation Index by Considering Effects of the Dry Period and Rainfall (무강수일수와 강우효과를 고려한 개선된 표준강수지수 개발)

  • Lee, Jun-Won;Kim, Gwang-Seob
    • Journal of Korea Water Resources Association
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    • v.45 no.4
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    • pp.409-418
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    • 2012
  • A modified standardized precipitation index was developed by considering the length of dry period and surface run-off effect. The official reports and newspapers on drought from 1973 to 2009 were quantified to evaluate drought indices. The developed index was evaluated using the receiver operating characteristic analysis. In order to suggest improved drought index, we cut the precipitation amount that may do not contribute the mitigation of drought and weight dry period by considering cumulative distribution, decile distribution of dry periods. Drought detection capability of the suggested index has improved by weighting of dry period effects and considering precipitation amounts contributing drought mitigation.

A Study on the Detection Method of Red Tide Area in South Coast using Landsat Remote Sensing (Landsat 위성자료를 이용한 남해안 적조영역 검출기법에 관한 연구)

  • Sur, Hyung-Soo;Song, In-Ho;Lee, Chil-Woo
    • Journal of the Korean Association of Geographic Information Studies
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    • v.9 no.4
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    • pp.129-141
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    • 2006
  • The image data amount is increasing rapidly that used geography, sea information etc. with great development of a remote sensing technology using artificial satellite. Therefore, people need automatic method that use image processing description than macrography for analysis remote sensing image. In this paper, we propose that acquire texture information to use GLCM(Gray Level Co-occurrence Matrix) in red tide area of artificial satellite remote sensing image, and detects red tide area by PCA(principal component analysis) automatically from this data. Method by sea color that one feature of remote sensing image of existent red tide area detection was most. but in this paper, we changed into 2 principal component accumulation images using GLCM's texture feature information 8. Experiment result, 2 principal component accumulation image's variance percentage is 90.4%. We compared with red tide area that use only sea color and It is better result.

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