• Title/Summary/Keyword: 현상파악 데이터

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Analyzing Core Tehnology and Technological Convergence in Healthcare Using Topic Modeling and Network Analysis: Focus on Patent Information (토픽모델링과 네트워크분석을 활용한 헬스케어 분야의 핵심기술과 기술융합 분석 연구: 특허정보를 중심으로)

  • Kim, Eun-Jung;Choi, Hee-Jin
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.26 no.5
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    • pp.763-778
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    • 2022
  • In this study we aim to identify the core technologies that play central roles along with the peripheral technologies that contribute to the technology convergence in digital healthcare. A total of 376 korean-patents related to healthcare were gathered from 2011 to 2020, and a topic modeling technique and a network analysis were conducted on the collected data. Six major topics were derived through the topic modeling procedure which are "data collection", "signal measurement", "health management", "data transmission", "diagnostic treatment", and "measurement device". Each of the six topics were analyzed to depict relations among technologies, specify the convergence characteristics, and identify the core-technology through centrality analysis. The study illustrates the present status of digital healthcare technology development and the technological convergence in South Korea and is anticipated to help establish policies to foster healthcare industry.

Development of water cycle model based on historical data for drought monitoring (수문학적 가뭄 모니터링을 위한 실적자료 기반 물순환 모델 개발)

  • Kim, Jang Gyeong;Kim, Jin-Young;Nam, Woo-Seong;Jeon, Geun-Il;Kwon, Hyun-Han
    • Proceedings of the Korea Water Resources Association Conference
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    • 2020.06a
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    • pp.37-37
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    • 2020
  • 일반적으로 생활용수 및 공업용수의 경우 대부분 주수원으로 댐 및 저수지 등을 통해 용수공급이 이루어지며, 일부 지역에서는 하천에서 직접 취수가 이루어지고 있다. 그러나 하천을 수원으로 사용하고 있는 대부분의 지점에서는 계측이 이루어지고 있지 않아 정확한 양을 파악하기 어려운 실정이다. 이러한 현상이 지속 될 경우, 하천 관리를 위한 정확한 가용수량 파악을 통한 수자원 계획 수립 및 수문학적 가뭄정보 생산시 어려움이 수반된다. 수문학적 가뭄 정보를 보다 정확하게 제공하기 위해서는 유역 내 물순환체계 구축, 수문기상 빅데이터 활용, 정확한 유역유출모델링 등 다양한 요소들이 통합적으로 연계되는 것이 무엇보다도 중요하다. 더불어 유역 내 전반적인 물수급 체계를 조사 및 분석하고, 이를 기반으로 모델을 구축하는 것이 선결되어야 할 것으로 판단된다. 이러한 점에서 본 연구에서는 실적기반 가뭄 모니터링을 위한 시공간적으로 상세화 된 물순환 모형을 개발하는데 목적이 있으며, 이를 통해 준실시간으로 하천을 중심으로 가뭄 모니터링이 필요한 지점에 유량을 제공할 수 있는 체계를 개발하고자 한다. 즉, 가뭄에 대해 선제적으로 대응하기 위해서 모니터링 현황, 분석 및 전망 그리고 가뭄 발생지역을 보다 신뢰성 있게 판단하기 위한 가뭄정보 기술정보 제공이 가능한 모형이라 할 수 있다. 이를 통해 궁극적으로 댐, 저수지, 하천 등 다양한 수원을 가지는 유역 내 가용수자원량을 보다 정확하게 판단하여, 다양한 수자원 계획 수립시 기초자료로 활용 될 수 있을 것으로 기대된다.

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Experience of Simulation Education using Standardized Cerebral Infarction Patient (뇌졸중 표준화 환자를 활용한 시뮬레이션기반 실습교육 경험)

  • Moon-Ju Oh
    • Journal of the Korean Applied Science and Technology
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    • v.40 no.6
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    • pp.1425-1436
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    • 2023
  • The purpose of this qualitative phenomenological study was to understand how nursing students make meaning of experiences with simulation education using standardized cerebral infarction patients. Data were collected through individual interviews with 10 nursing students up to 25 August, 2023, from June 25, 2023, and were analyzed using the phenomenological research analysis method suggested by Colaizzi. Three categories of the nursing student's experience of simulation education using standardized cerebral infarction patients: level of dimensions of nursing education, individual level of dimensions, job dimensions of nursing. And this study was increased nursing students' acquisition of competencies and understanding of cerebral infarction patient nursing. In simulation based practical training using standardized cerebral infarction patients with cerebral infarction, strategies are needed to strengthen positive factors, identify limited factors, and improve nursing competency.

A Study on the Development of an Effective GIS Data Maintenance Plan -Focused on the Applications for Municipalities (효율적인 GIS 데이터 유지관리 방안의 개발에 관한 연구 - 지방자치단체를 중심으로 -)

  • Kim, Seong-Hoon
    • Journal of Korean Society for Geospatial Information Science
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    • v.13 no.1 s.31
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    • pp.89-96
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    • 2005
  • As the number of the municipalities which have finished the phase I of their GIS system development projects increases, it is very natural that GIS system operation and maintenance rather than development itself has been a more important concern for these municipalities. It seems to me that these phenomena will be amplified as time goes by, and this is the right time for a series of proper guidelines regarding the GIS system maintenance to be supplied to the related municipalities. The subject which is called as 'GIS maintenance' is surely a very comprehensive area. It has been also founded that the necessity is widely agreed among the concerned people working for the municipalities which have already finished their first GIS projects. Nevertheless, it has been investigated that the studies done up to now in this area is in a very infant state from the quality and also quantity points of views. This paper, therefore, makes one of the very initial trials for the systematical GIS maintenance. Among the areas of GIS maintenance, the GIS database maintenance has been selected as the first trial area because of its natural characteristics of the basic element composing IS(Information System). For this, the present conditions of a variety of municipalities have been investigated as far as GIS maintenance is concerned, and the results are analyzed to produce a series of useful outcomes in terms of facing problems and accompanied plans. For each problem, a solution is defined and for each solution a detailed action plan (item) is derived. For each of the two kinds of GIS data given which are the fundamental map and the underground facilities map, an effective GIS data maintenance plan is suggested for the concerned municipalities.

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Hierarchical Circuit Visualization for Large-Scale Quantum Computing (대규모 양자컴퓨팅 회로에 대한 계층적 시각화 기법)

  • Kim, JuHwan;Choi, Byung-Soo;Jo, Dongsik
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2021.05a
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    • pp.611-613
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    • 2021
  • Recently, research and development of quantum computers, which exceed the limits of classical computers, have been actively carried out in various fields. Quantum computers, which use quantum mechanics principles in a way different from the electrical signal processing of classical computers, have various quantum mechanical phenomena such as quantum superposition and quantum entanglement. It goes through a very complicated calculation process compared to the calculation of a classical computer for performing an operation using its characteristics. In order to utilize each element efficiently and accurately, it is necessary to visualize the data before driving the actual quantum computer and perform error verification, optimization, reliability, and verification. However, when visualizing all the data of various elements configured inside the quantum computer, it is difficult to intuitively grasp the necessary data, so it is necessary to visualize the data selectively. In this paper, we visualize the data of various elements that make up a quantum computer, and hierarchically visualize the internal circuit components of a quantum computer that are complicatedly configured so that the data can be observed and utilized intuitively.

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A Study on the Exploratory Spatial Data Analysis of the Distribution of Longevity Population and the Scale Effect of the Modifiable Areal Unit Problem(MAUP) (장수 인구의 분포 패턴에 관한 탐색적 공간 데이터 분석과 수정 가능한 공간단위 문제(MAUP)의 Scale Effect에 관한 연구)

  • Choi, Don-Jeong;Suh, Yong-Cheol
    • Journal of the Korean Association of Geographic Information Studies
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    • v.16 no.3
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    • pp.40-53
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    • 2013
  • Most of the existing domestic studies to identify the distribution of longevity population and influencing factors oriented confirmatory approach. Furthermore, most of the studies in this research topic simply have used their own definition of spatial unit of analysis or employed arbitrary spatial units of analysis according to data availability. These research approaches can not sufficiently reflect the spatial characteristic of longevity phenomenon and exposed to the Modifiable Aerial Unit Problem(MAUP). This research performed the Exploratory Spatial Data Analysis(ESDA) to identify the spatial autocorrelation of the distribution of longevity population and investigated whether the modifiable areal unit problem in the aspect of scale effect using spatial population data in Korea. We used Si_Gun_Gu and Eup_Myeon_Dong as two different spatial units of regional longevity indicators measured. Then, we applied Getis-Ord Gi* to investigate the existence of spatial hot spots and cold spots. The results from our analysis show that there exist statistically significant spatial autocorrelation and spatial hot spots and cold spots of regional longevity at both Si_Gun_Gu and Eup_Myeon_Dong levels. This result implies that the modifiable areal unit problem does exist in the studies of spatial patterns of longevity population distribution. The demand for longevity researches would be increased inevitably. In addition, there were apparent differences for the global spatial autocorrelation and local spatial cluster which calculated different spatial units such as Si_Gun_Gu and Eup_Myeon_Dong and this can be seen as scale effect of MAUP. The findings from our analysis show that any study in this topic can mislead results when the modifiable areal unit problem and spatial autocorrelation are not explicitly considered.

Condition Analysis of Breakdown Occurrence at Freeway Weaving Section (고속도로 엇갈림구간 교통와해 발생 여건 분석)

  • Kim, Sang-Gu;Kim, Young-Chun
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.6 no.3
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    • pp.57-66
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    • 2007
  • Weaving is defined as the crossing of two or more traffic streams traveling in the same general direction along a significant length of highway without the aid of traffic control devices. Compared with other freeway sections, perturbation is easy to happen at weaving section. Because there are a lot of lane-changing maneuvers at the weaving section, traffic is subject to turbulence in excess of that normally presents on freeway basic section. This turbulence causes operational problems and its impact must be considered. The purpose of this paper is to perform a basic study on flow characteristics by lane, which can be achieved through analyzing breakdown phenomenon in the microscopic approach. The study made use of data derived from the aerial photography for the microscopic analysis. This research produced the 30-second interval data such as flows, speeds, and densities for the macroscopic analysis and derived the vehicular data to draw time-space diagram for the microscopic analysis. The paper analyzed the traffic characteristics using flows, speeds and densities variation and investigated the conditions of breakdown occurrence with the time-space diagrams. The breakdown phenomenon was identified at weaving section and the propagation from free flow to synchronized flow was observed in this study. In the future, the findings help develop the traffic operational algorithm to manage the traffic congestion under ubiquitous circumstance since the conditions of breakdown Phenomenon can be understood more.

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A Study on the Changes in Digital Perception of Information Vulnerable Class After COVID-19 (코로나이후 정보취약계층의 디지털인식변화에 관한연구)

  • Kim, So-Young;Jung, Jin-Teak
    • Journal of Digital Convergence
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    • v.19 no.12
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    • pp.531-539
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    • 2021
  • Given the rapid development of information and communication technology (ICT) and the deepening of the information gap phenomenon in the context of the COVID-19 pandemic, researchers and practitioners need to understand the changing perceptions of new phenomena such as COVID-19 information gap on the existing information-vulnerable population. In this study, an empirical analysis was performed with the digital information gap survey data in 2020 to understand the potential impact of COVID-19 on the information gap according to the information-vulnerable class. This study is to verify the effect of information gap, marginalized groups, gender, and major factors of information services (contents, social relations, life services, information production, networking, social participation, non-face-to-face services) on the change in perception of digital information technology after Corona. Hierarchical regression analysis was performed. As a result of the analysis, it was found that the higher the content, social relationship, life service, networking, and digital non-face-to-face service, the higher the change in perception of digital information technology after Corona. Therefore, in light of the evolving phenomenon of COVID-19, it is considered that the government needs to provide education and training to strengthen the capabilities of the information-vulnerable class in order to resolve the digital information gap.

Improvement of Ortho Image Quality by Unmanned Aerial Vehicle (UAV에 의한 정사영상의 품질 개선 방안)

  • Um, Dae-Yong;Park, Joon-Kyu
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.11
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    • pp.568-573
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    • 2018
  • UAV(Unmanned Aerial Vehicle) is widely used in space information construction, agriculture, fisheries, weather observation, communication, and entertainment fields because they are cheaper and easier to operate than manned aircraft. In particular, UAV have attracted much attention due to the speed and cost of data acquisition in the field of spatial information construction. However, ortho image images produced using UAVs are distorted in buildings and forests. It is necessary to solve these problems in order to utilize the geospatial information field. In this study, fixed wing, rotary wing, vertical take off and landing type UAV were used to detect distortions of ortho image of UAV under various conditions, and various object areas such as construction site, urban area, and forest area were captured and analysed. Through the research, it was found that the redundancy of the unmanned aerial vehicle image is the biggest factor of the distortion phenomenon, and the higher the flight altitude, the less the distortion phenomenon. We also proposed a method to reduce distortion of orthoimage by lowering the resolution of original image using DTM (Digital Terrain Model) to improve distortion. Future high-quality unmanned aerial vehicles without distortions will contribute greatly to the application of UAV in the field of precision surveying.

네트워크 분석을 통한 정부 R&D 사업 유사연구영역 분석

  • Jeong, Jae-Ung;Han, Yu-Ri;Gang, In-Je;Choe, San;Jeong, Jae-Yeon;Park, Hyeon-U;Jeon, Seung-Pyo
    • Proceedings of the Korea Technology Innovation Society Conference
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    • 2017.05a
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    • pp.559-570
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    • 2017
  • 우리나라는 과거부터 현재까지 미래 성장동력 육성을 목표로 정부주도하에 국가 R&D 투자를 점진적으로 늘려왔다. 그 결과, 최근에는 GDP 대비 연구개발비 비중이 세계 최고 수준에 이르렀다. 이렇게 연구개발 예산의 양적인 확대와 함께 연구개발 예산의 효율적 활용은 더욱 중요한 과학기술 분야의 정책적 이슈로 부각되고 있다. 연구개발 예산의 효율적인 집행을 위해서는 R&D 사업의 유사 중복성의 검토가 필수적이지만, 대부분의 유사 중복성 검토는 전문가의 직관적인 판단에 근거하여 이루어져왔다. 하지만, 전문가의 직관에만 의지한 판단은 때로는 불명확하거나 잘못된 결과를 가져올 수도 있다. 따라서, 본 연구에서는 네트워크 분석을 통해 정부 R&D 사업의 유사 중복성을 체계적으로 검토하기 위한 데이터기반의 방법론을 제안하여 전문가의 직관에 의한 유사 중복성 검토를 보완할 수 있는 가능성을 모색하고자 한다. 먼저, 본 연구에서는 정부 R&D사업 유사영역의 전체적인 구조 및 형태와 국가과학기술연구회 소속 25개 정부출연연구기관 R&D사업의 유사영역의 전반적인 형태를 시각화하여 유사영역을 파악하고 직관적인 판단과 선택을 할 수 있는 의사결정 정보를 제공하는데 초점을 두었다. 이를 위해, NTIS의 2015년 데이터를 사용하여 과제 키워드 기반으로 동시단어출현 분석을 수행하였다. 본 분석을 통해 25개 기관의 세부적인 유사연구영역 형태를 제시하였으며, 국내의 과학기술정책적 또는 과학기술학적인 현상들을 시각화하였다. 그 결과, 국내 출연연 R&D사업이 기관별 고유영역이 확고히 보이는 Mode 1적인 형태와 사회경제적인 맥락과 필요 및 유망성을 따르고, 다학제적, 적용중심적이며 과제별로 다양한 과제수행기관들이 과제들을 동시에 수행하는 Mode 2적인 형태가 출연연의 R&D사업 내에 공존하고 있음을 확인하였다.

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