• Title/Summary/Keyword: 제주-11

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Design and Implementation of Predicting the Heatwave Vulnerable Class Using Digital Twin Based on Big Data (빅데이터기반 디지털 트윈 활용 폭염 취약계층 예측 시스템의 설계 및 구현)

  • Na, HyungSun;Kim, JongIn;Ahn, Jinhyun;Jun, Daesung;Im, Dong-Hyuk
    • Annual Conference of KIPS
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    • 2020.11a
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    • pp.781-783
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    • 2020
  • 여름철만 되면 폭염 취약계층의 피해 소식이 꾸준히 발생하고 있다. 본 연구는 폭염 취약계층을 예측하기 위한 방법으로 통신사와 공공데이터에서 유동인구데이터, 전기사용량, 온도데이터, 건물 면적, 병원 접근성 등을 활용하여 분석하였다. 디지털 트윈 기법을 활용해 분석결과 높은 온도대비 면적당 전기사용량이 적으며 동시에 유동인구가 많고 병원 접근성이 떨어질수록 폭염 취약계층일 확률이 높을 것으로 예측하였다.

Design and Implementation Algorithm of Efficient Travel Time for Mobility Groups Using Hierarchy Clusters (계층 군집을 이용한 효율적인 이동 집단의 소요 이동 시간 알고리즘 설계 및 구현)

  • Song, YeJi;Jeon, TaeHyeon;Ahn, Jinhyun;Im, Dong-Hyuk
    • Annual Conference of KIPS
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    • 2020.11a
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    • pp.777-780
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    • 2020
  • 본 논문은 동일 목적지를 가진 다수의 사람들이 동일 이동 수단을 탑승하여 이동할 경우 발생하는 소요 시간의 감소를 위한 거점 군집에 대해 다루려 한다. 실제 도로망에서는 노드에 해당하는 사람들의 위치가 유동적으로 변화 하고 사람 간의 거리 값 또한 변화하게 된다. 따라서 동일한 목적지를 가진 다수의 사람들이 한 대의 차량을 탑승하여 이동한다고 가정할 때 차량의 최단 경로 및 소요 시간 감소를 목적을 기반으로 설계하였다. 차량의 최단 경로를 감소시키 위해서 사람들을 군집화 하는 방법을 사용하였고 그 결과 경유지가 감소 되어 차량의 이동 경로 값은 감소되었다. 또한, 전체 이동 소요 시간 역시 군집을 통해 감소시킬 수 있다. 본 논문에서는 이와 같이 군집을 이용한 최단 경로의 감소와 전체 이동시간 감소에 대한 알고리즘을 설계하고 구현하였다.

Improvement of Beam Search in Military Image Analysis System (군사용 영상 판독 시스템에서의 빔서치 개선 방안)

  • Na, Hyung-Sun;Min, Chan-wook;Ahn, Jinhyun;Im, Dong-Hyuk
    • Annual Conference of KIPS
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    • 2021.11a
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    • pp.918-920
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    • 2021
  • 최근 군사 분야에서 사용하는 기존 판독시스템을 개선하기 위해 판독보고서를 기반으로 문장을 추천해주는 시스템이 연구되었다. 제안한 시스템에서 문장을 추천하기 위해 Beam Search 알고리즘을 사용하는데, Beam Search 알고리즘은 추천해 주는 문장의 다양성이 떨어진다는 문제가 있었고, 이를 해결하기 위해 Divers Beam Search 알고리즘을 응용하여 적용하였다. 이는 판독관들의 업무효율을 높임으로써 업무 과 부화를 해결할 수 있을 것이다.

우리나라 풍랑특보와 해양기상부이 관측자료 비교 (2010-2020년)

  • 강민균;설동일
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2021.11a
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    • pp.221-223
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    • 2021
  • 풍랑특보는 우리나라 부근을 항행하는 선박 및 해상 업무 종사자에게 큰 영향을 미친다. 이 연구에서는 최근 11년(2010-2020년) 동안 기상청에서 발표한 서해·남해·동해의 앞바다 및 먼바다, 제주도 앞바다의 풍랑특보와 주요 해양기상부이의 관측자료를 비교·분석하여 풍랑특보의 적절성을 평가하였다. 각 해역에 대한 풍랑특보와 해양기상부이 관측자료를 일별, 월별, 연별로 통계를 내어 연평균, 월평균, 계절별로 비교한 결과, 풍랑특보의 적중률이 전 해역에 걸쳐 매우 낮은 것으로 분석되었다. 해상에서의 풍랑특보가 어선의 어업활동, 여객선 운항 및 관광, 해상 레저활동 등에 미치는 영향을 고려할 때 해양기상 예·특보의 정확성을 개선할 필요가 있음을 확인하였다.

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App Development for Recognition of Carbon Neutral Behavior using YOLO-based Object Detection Model (YOLO 기반 객체인식모델을 활용한 탄소중립실천요소 인식 앱 개발)

  • Hyunsu Jeung;Daeun Kang;Geonho Kim;Dongkyu Lee;Yuna Oh;Joon-Min Gil;Dongju Kim
    • Annual Conference of KIPS
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    • 2023.11a
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    • pp.619-620
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    • 2023
  • 본 논문에서는 탄소중립 중요성이 증대됨에 따라 일상 배출되는 생활 쓰레기 중 자원으로 재활용 할 수 있는 다양한 요소를 탄소중립실천요소로서 정의하고 각 행위를 자동적으로 분류하고자 한다. 딥러닝과 영상처리의 한 분야인 객체 인식 기술을 활용하여, 실시간으로 탄소중립실천요소를 인식하고 재활용 자원의 결과를 수집, 관리할 수 있는 모바일 앱 개발한다. 아울러, 플라스틱컵, 유리컵, 텀블러, 종이컵, 빨대 등 실제 재활용 자원의 이미지에 적용하여 인식을 수행하고 그 결과를 분석한다.

A Study on trajectory data statistical queries of prefix trees satisfying differential privacy (차분 프라이버시를 만족하는 접두사 트리의 경로 데이터 통계 질의 연구)

  • Ji Hwan Shin;Ye Ji Song;Jin Hyun Ahn;Taewhi Lee;Dong-Hyuk Im
    • Annual Conference of KIPS
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    • 2023.11a
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    • pp.1250-1253
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    • 2023
  • 최근 정보 기술의 급격한 발전으로 스마트폰이 우리의 일상 생활에 점점 더 많이 들어오고 있으며, 사용자들은 많은 서비스들을 누릴 수 있게 되었다. 위치 기반 서비스(LBS)의 경우 스마트폰에 탑재된 위치 확인 기능을 통해 음식점 추천, 길찾기 등 개인형 맞춤 서비스를 제공하며, 사용자는 간단한 동의를 통해 자신의 위치를 LBS 서버에 전송하게 된다. 이는 사용자의 개인정보 침해의 요소가 될 수 있으며, 사용자의 민감한 정보가 공개될 수 있다. 따라서 본 논문에서는 사용자의 경로 데이터의 민감 정점을 보호하고, 통계적 질의를 할 때, 절대적으로 개인정보를 보호할 수 있는 방법을 제시한다.

A Study on the Distribution Status and Management Measures of Naturalized Plants Growing in Seongeup Folk Village, Jeju Island (제주 성읍민속마을의 귀화식물 분포현황 및 관리방안)

  • Rho, Jae-Hyun;Oh, Hyun-Kyung;Han, Yun-Hee;Choi, Yung-Hyun;Byun, Mu-Sup;Kim, Young-Suk;Lee, Won-Ho
    • Journal of the Korean Institute of Traditional Landscape Architecture
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    • v.32 no.1
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    • pp.107-119
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    • 2014
  • The purpose of this study is to examine the current status of vascular plants and naturalized plants growing in the Seongeup Folk Village in Jeju and to consider and compare their distribution patterns and the characteristics of emergence of naturalized plants in other folk villages and all parts of Jeju, thereby exploring measures to well manage naturalized plants. The result of this study is as follows.11) The total number of vascular plants growing in Seongeup Folk Village is identified to be 354 taxa which include 93 families, 260 genus, 298 species, 44 varieties and 12 breeds. Among them, the number of naturalized plants is 55 taxa in total including 22 families, 46 genus, 53 species, and 2 varieties, which accounts for 21.7% of the total of 254 taxa identified all over the region of Jeju. The rate of naturalization in Seongeup Folk Village is 15.5%, which is far higher than the rates of plant naturalization in Hahoi Village in Andong, Yangdong Village in Gyeongju, Hangae Village in Seongju, Wanggok Village in Goseong, and Oeam Village in Asan. Among the naturalized plants identified within the targeted villages, the number of those growing in Jeju is 9 taxa including Silene gallica, Modiola caroliniana, Oenothera laciniata, Oenothera stricta, Apium leptophyllum, Gnaphalium purpureum, Gnaphalium calviceps, Paspalum dilatatum and Sisyrinchium angustifolium. It is suggested that appropriate management measures that consider the characteristics of the gateway to import and the birthplace of the naturalized plants are necessary. In the meantime, 3 more taxa that have not been included in the reference list of Jeju have been identified for the first time in Seongeup Folk Village, which include Bromus sterilis, Cannabis sativa and Veronica hederaefolia. The number of naturalized plants identified within the gardens of unit-based cultural properties is 20 taxa, among which the rate of prevalence of Cerastium glomeratum is the highest at 62.5%. On the other hand, the communities of plants that require landscape management are Brassica napus and other naturalized plants, including Cosmos bipinnatus, Trifolium repens, Medicago lupulina, Oenothera stricta, O. laciniata, Lotus corniculatus, Lolium perenne, Silene gallica, Hypochaeris radicata, Plantago virginica, Bromus catharticus and Cerastium glomeratum. As a short-term measure to manage naturalized plants growing in Seongeup Folk Village, it is important to identify the current status of Cosmos bipinnatus and Brassica napus that have been planted for landscape agriculture, and explore how to use flowers during the blooming season. It is suggested that Ambrosia artemisiifolia and Hypochaeris radicata, designated as invasive alien plants by the Ministry of Health and Welfare, should be eradicated initially, followed by regular monitoring in case of further invasion, spread or expansion. As for Hypochaeris radicata, in particular, some physical prevention measures need to be explored, such as for example, identifying the habitat density and eradication of the plant. In addition, it is urgent to remove plants, such as Sonchus oleraceus, Houttuynia cordata, Crassocephalum crepidioides, Erigeron annuus and Lamium purpureum with high index of greenness visually, growing wild at around high Jeongyi town walls. At the same time, as the distribution and dominance value of the naturalized plants growing in deserted or empty houses are high, it is necessary to find measures to preserve and manage them and to use the houses as lodging places.

Study on Adaptation, Dry Matter Yield and Nutrient Value of Kenaf(Hibiscus cannabinus L.) on Jeju Province (양마의 제주지역 지역 적응성, 생산성 및 사료가치에 관한 연구)

  • Hwang, Kyung-Jun;Kim, Moon-Cjul;Kang, Si-Young;Yu, Jang-Geal;Song, Sang-Teak;Park, Nam-Geon;Kim, Jong-Ha
    • Journal of The Korean Society of Grassland and Forage Science
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    • v.22 no.4
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    • pp.287-296
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    • 2002
  • A field trial was conducted from May to November 2000 at four regions of Jeju province(Jeju, Seogwipo, Susan Seongsan and Keumak Hallim) to estimate adaptation, dry matter yield and nutrient value of kenafs(Everglades 41 and China Choung-pi 3) and a sorghum-sudangrass hybrid(Pioneer 947). Total dry matter(DM) yields of sorghum-sudangrass hybrid Pioneer 947, kenaf Everglades 41 and kenaf China Chong-pi 3 were 7,313, 4,653 and 5,238 kg/ha(P<0.05), respectively, kenaf China Chong-pi 3 being the highest. The region specific dry matter(DM) yields of Jeju, Seogwipo, Seongsan and Hallim area were 5,040, 5,663, 7,283 and 4,950kg/ha, respectively, showing that Seogwipo was the highest. Average DM yields of two kenaf varieties were 4,946, and 3,246 kg/ha for 1st time-cutting and 2nd time-cutting, respectively. The average dry matter(DM) yield of kenaf was significantly higher in the 1st time-cutting than the 2nd time. No significant difference in neutral detergent fiber(NDF) and acid detergent fiber(ADF) contents was found among three varieties. The average crude protein(CP) content of kenaf was higher than that of sorghum-sudangrass hybrid(P<0.05) and was higher in 2nd time-cutting than in 1st time-cutting(P<0.05). There were no significant difference in the heavy metal content of soil either between the sorghum hybrid and kenafs or between two kenaf varieties. In conclusion, the average dry matter(DM) yield of kenaf was lower than that of sorghum hybrid, Contrarily the crude protein(CP) content of kenafs was higher than that of the sorghum hybrid. The average dry matter(DM) yield of kenaf showed higher in 1st time-cutting than 2nd time-cutting, while the crude protein(CP) content of kenafs decreased with time.

한반도 근해의 해류와 해수특성 -ll. 여름철 제주도 주변해역 중저층에 출현하는 수괴의 지리적 분포와 화학적 특성- (A Study on Sea Water and Ocean Current in the Sea Adjacent to Korea Peninsula -II . Geographical Distribution and Chemical Characteristics of Different Mid-Bottom Waters in the Neighbouring Sea of Cheju Island in Summer-)

  • YANG Han-Soeb;KIM Seong-Soo
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.24 no.3
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    • pp.177-184
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    • 1991
  • We have investigated geographical distribution and physico-chemical properties of water masses or water types at mid-bottom depth in the neighbouring sea of Cheju Island in August 1986. In 50m layer the Yellow Sea Bottom Cold Water(YSBCW) below $12^{\circ}C$ was observed in the northwestern area of Cheju Island, while the Tsushima Warm Water(TWW) with relatively high temperature$(>16^{\circ}C)$ and salinity more than 34.0 in its southeastern area extended as far as the coast of about 15km. Also, 50m layer at the outside stations of its southwestern area indicated relatively cold water temperature$(11-30^{\circ}C)$, probably due to southward transport of the Yellow Sea Bottom Cold Water(YSBCW . The Yellow Sea Warm Water(YSWW), the mixed water of the YSBCW and the TWW, ranged $13^{\circ}C$ to $16^{\circ}C$ in water temperature and was appeared mainly in the coastal and intermediate area of Cheju Island. And the relatively cold water in the southwestern area and the Tsushima Warm Water were more extensively distributed in 50m layer than the deeper layer. Horizontal distributions of nitrate and phosphate showed a pattern similar to that of water temperature. As it were, the Yellow Sea Bottom Cold Water had the highest concentration of nutrients, while southwestern outside stations had the lowest nutrient contents. Especially, the concentration of nitrate in the latter was remarkably low compared with the value at the other stations. It may be attributed to intensive vertical mixing by collision of the northward driven Tn with the southward driven YSBCW. Also, it was particular that the Tsushima Warm Water indicated relatively high silicate content corresponding to that of the Yellow Sea Bottom Cold Water. Based on the data of $\Delta Si/\Delta P$ ratio, it seems that the mid-bottom waters in this study area are younger than the surface or intermediate water in the Korean East Sea.

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Microbiological Pollution Investigation of Spring water in Seogwipo city of Jeju Island (제주도내 서귀포시 해안가 저지대용천수의 미생물학적 오염도 조사)

  • Han, Yong-Jae;Kim, Man-Chul;Moon, Yung-Gun;Heo, Moon-Soo
    • Proceedings of the KAIS Fall Conference
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    • 2010.11b
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    • pp.1025-1028
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    • 2010
  • The bacteriological examination of spring water in Seogwipo-city was conducted. A total 11 spring water samples were performed from January to April, 2010. During the study period, the range of temperature was from 0.7 to $15.4^{\circ}C$, and result of the analyses showed that hydrogen ion concentrations (pH) for spring water was 0.33 to 7.8. salinity levels for sample average of 0.5 to 1.04‰, as the result of measuring dissolved oxygen (DO) for spring water showed that water dissolved oxygen were 1.02 to 7.14 mg/${\ell}$. The range of total coliform of spring water sample at 11 stations located in the designated spring water were <1.8~>1,600 MPN/100mL. And the range of geometric mean of total coliform were 1.9~117.1 MPN/100mL, The range of fecal coliform of spring water sample at 11 stations located in the designated spring water were <1.8~>1,600 MPN/100mL. And the range of geometric mean of fecal coliform were 1.8~68.1 MPN/100mL, respectively. Level of microbial contamination was examined in 11 samples for indication of bacterial contamination such as heterophic bacteria, EscherichiacoliO157;H7, salmonella spp., Vibrio parahaemolyticus, Staphylococcus aureus, Shigella spp. Were frequently detected from the spring water. Salmonella spp., S.aureus were detected in the range of $0{\sim}1.0{\times}10^1$, $0{\sim}3.0{\times}10^1$ CFU/ml, respectively. And the Escherichia coli O157;H7, Vibrio parahaemolyticus, Shigella spp. Were not detected from the examined spring water samples.

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