• 제목/요약/키워드: Digital Modeling

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디지털 헬스케어 서비스 활성화를 위한 고객지향적 속성에 관한 탐색적 연구 : 해석적 구조 모형을 이용하여 (An Exploratory Study on Customer-oriented Attributes for the Revitalization of Digital Healthcare Service : Using Interpretive Structural Modeling)

  • 지대범;최정일;김용희
    • 한국IT서비스학회지
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    • 제17권1호
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    • pp.105-119
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    • 2018
  • The healthcare business is growing as a global core business because of the phenomenon of global aging, as well as in South Korea, skyrocketing health care costs accordingly, and changing the paradigm from treatment to the prevention-centered medical service. Especially, as the digital healthcare service stands out as a solution, major countries actively promote and support policies at the government level. Thus, this study will present attributes of a market-oriented service that would vitalize the digital healthcare service industry by investigating major attributes of the digital healthcare service. To analyze the relationships of the influences of attributes, this study used Interpretive Structural Modeling. As a result of literature research and ISM, this study can understand the eight basic attributes of the digital healthcare service (network scalability, context awareness, connection among information platforms, cost, trust, security, ease of use, usefulness) and analyze the relationships of the influences among the attributes. In addition, as this study finds some significant differences in Order Winner and Order Qualifier between the experts' group (security) and the users' group (trust, ease of use, usefulness), It provides meaningful implications for revitalization and promotion of digital healthcare service industry.

Application of Topic Modeling Techniques in Arabic Content: A Systematic Review

  • Maram Alhmiyani;Huda Alhazmi
    • International Journal of Computer Science & Network Security
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    • 제23권6호
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    • pp.1-12
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    • 2023
  • With the rapid increase of user generated data on digital platforms, the task of categorizing and classifying theses huge data has become difficult. Topic modeling is an unsupervised machine learning technique that can be used to get a summary from a large collection of documents. Topic modeling has been widely used in English content, yet the application of topic modeling in Arabic language is limited. Therefore, the aim of this paper is to provide a systematic review of the application of topic modeling algorithms in Arabic content. Using a well-known and trusted databases including ScienceDirect, IEEE Xplore, Springer Link, and Google Scholar. Considering the publication date from 2012 to 2022, we got 60 papers. After refining the papers based on predefined criteria, we resulted in 32 papers. Our result show that unfortunately the application of topic modeling techniques in Arabic content is limited.

KOMPSAT-2 영상의 정밀궤도기반모델을 이용한 3차원 위치결정 정확도 평가 (Accuracy Assessment of 3D Geopositioning of KOMPSAT-2 Images Using Orbit-Attitude Model)

  • 이상진;김정욱;최윤수;정승균
    • 대한공간정보학회지
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    • 제18권4호
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    • pp.3-10
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    • 2010
  • 본 연구는 KOMPSAT-2 고해상도 위성영상에 대하여 기존의 RFM방식이 아닌 궤도-자세각 모델을 이용하여 좌 우 스테레오 위성영상의 정밀센서모델링을 다양한 파라메터를 조합하는 방법으로 분석하였다. 또한, 궤도기반정밀센서 모델링을 수립한 결과를 토대로 수치사진측량시스템에 적용하여 지상기준점에 대한 오차 확인과 수치지도 시범 제작을 하여 정확도를 검증하였다. 그 결과, KOMPSAT-2 위성영상에 대한 궤도기반 정밀센서모델링을 수행 할 경우 적은 지상기준점으로도 스테레오 입체시를 하여 중축척 이상의 수치지도 제작이 가능하다는 것을 확인할 수 있었다.

건설공사 실내 Digital Twin 구축을 위한 기초연구 (Basic Research for Construction Indoor Digital Twin Construction)

  • 김영현
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2023년도 봄 학술논문 발표대회
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    • pp.349-350
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    • 2023
  • In the field of domestic construction, 3D modeling mainly targets outdoor construction sites, and acquires outdoor spatial information by operating UAVs and UGVs equipped with cameras. 3D modeling of construction sites tends to expand its scope to indoors along with the increasing demand for site monitoring and management through indoor spatial information. In the case of indoors, it is impossible to shoot with a drone after the framework and outer walls of the building are completed, so it is necessary to collect indoor spatial information and 3D modeling using a 360 camera. The purpose of this study is limited to basic research to establish a process that can obtain simple and high-quality indoor 3D modeling results using indoor data collected from 360 cameras.

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International case study comparing PSA modeling approaches for nuclear digital I&C - OECD/NEA task DIGMAP

  • Markus Porthin;Sung-Min Shin;Richard Quatrain;Tero Tyrvainen;Jiri Sedlak;Hans Brinkman;Christian Muller;Paolo Picca;Milan Jaros;Venkat Natarajan;Ewgenij Piljugin;Jeanne Demgne
    • Nuclear Engineering and Technology
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    • 제55권12호
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    • pp.4367-4381
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    • 2023
  • Nuclear power plants are increasingly being equipped with digital I&C systems. Although some probabilistic safety assessment (PSA) models for the digital I&C of nuclear power plants have been constructed, there is currently no specific internationally agreed guidance for their modeling. This paper presents an initiative by the OECD Nuclear Energy Agency called "Digital I&C PSA - Comparative application of DIGital I&C Modelling Approaches for PSA (DIGMAP)", which aimed to advance the field towards practical and defendable modeling principles. The task, carried out in 2017-2021, used a simplified description of a plant focusing on the digital I&C systems important to safety, for which the participating organizations independently developed their own PSA models. Through comparison of the PSA models, sensitivity analyses as well as observations throughout the whole activity, both qualitative and quantitative lessons were learned. These include insights on failure behavior of digital I&C systems, experience from models with different levels of abstraction, benefits from benchmarking as well as major contributors to the core damage frequency and those with minor effect. The study also highlighted the challenges with modeling of large common cause component groups and the difficulties associated with estimation of key software and common cause failure parameters.

Film특성 Modeling기법을 통하여 표준 Video신호를 Film신호로 Conversion하는 영상처리 방법 (Image Processing that Conversion from Standard Video Signal to Film Signal using Film Characteristics Modeling Techniques.)

  • 이상진;엄진섭;표세진;최병선
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2007년도 하계종합학술대회 논문집
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    • pp.277-278
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    • 2007
  • 본 논문에서는 Film의 물리적인 특성을 Modeling하여 Film신호가 아닌 영상신호를 Film신호 특성을 갖도록 함으로써, Color가 보다 풍부한 느낌이 들게 하고 어두운 부분과 밝은 부분의 Dynamic Range를 확대하여, 일반 Video신호 영상을 필름 영화와 같은 Color효과를 갖도록 변환하는 방법에 대해 제안한다.

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위상천이 풀-브릿지 PWM 컨버터의 이산 시간 모델링 및 제어기 설계 (Discrete Time Domain Modeling and Controller Design of Phase Shifted Full Bridge PWM Converter)

  • 임정규;임수현;정세교
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2007년도 하계학술대회 논문집
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    • pp.135-137
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    • 2007
  • A phase shifted full-bridge PWM converter (PSFBC) has been used as the most popular topology for many applications. But, for the reasons of the cost and performance, the control circuits for the PSFBC have generally been implemented using analog circuits. The studies on the digital control of the PSFBC were recently presented. However, they considered only the digital implementation of the analog controller. This paper presents the modeling and design of the digital controller for the PSFBC in the discrete time domain. The discretized PSFBC model is first derived considering the sampling effect. Based on this model, the digital controller is directly designed in discrete time domain. The simulation and experimental results are provided to verify the proposed modeling and controller design.

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성능지향적 디지털 설계의 교육방법론 연구 - 키네틱 파사드 설계과정을 중심으로 - (Pedagogical Issues of Performance Oriented Digital Design - Focused on Kinetic Facade Design -)

  • 장도진;김성아
    • 한국BIM학회 논문집
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    • 제5권1호
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    • pp.35-43
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    • 2015
  • Existing pedagogical issues of digital design including BIM have been focused not on potential of Digital Design but on skills of BIM or digital modeling tool. Kinetic facade can move or change material state to react surrounding environment conditions. It is a suitable design object for teaching principle of Performance Oriented Digital Design. Variables of movements affect multi-criteria of performances of kinetic facade, so different design approach from fixed facade design should be explored. Kinetic facade design process is proposed to study pedagogical issues of Performance Oriented Digital Design in this paper. Through Kinetic facade design process, students can understand conditions, variables, and performances of digital design.

무인항공기 정밀 센서모델링을 통한 대축척 수치도화 가능성 평가 (Evaluation of Possibility of Large-scale Digital Map through Precision Sensor Modeling of UAV)

  • 임평채;김한결;박지민;이수암
    • 대한원격탐사학회지
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    • 제36권6_1호
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    • pp.1393-1405
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    • 2020
  • 무인항공기(UAV: Unmanned Aerial Vehicle)는 저고도 비행으로 인해 고해상도 영상을 취득할 수 있으며, 수시촬영이 가능하여 지도제작에 있어 수시갱신이 가능하다. 이러한 이점으로 인해 무인항공기 영상을 이용한 대축척 수치지도 제작 가능성에 대한 연구가 활발히 진행되고 있다. 정밀한 수치지도는 디지털트윈이나 스마트시티의 기반 데이터로 활용될 수 있다. 정밀한 수치지도를 제작하기 위해서는 지상기준점을 이용한 정밀 센서모델링이 반드시 선행되어야 한다. 본 연구에서는, 자체 개발한 정밀 센서모델링 알고리즘을 통해 무인항공기 영상의 기하모델을 수립하였다. 그리고 수치지도를 제작하여 대축척 수치도화 가능성을 평가하였다. 연구 데이터는 인천 간석동과 서울 여의도를 대상으로 영상 및 지상기준점을 취득하였다. 정밀 센서모델링 정확도 분석 결과, 두 지역에 대해서 체크 점 평균오차 3 픽셀 이내, RMSE 4 픽셀 이내의 높은 정확도를 확인하였다. 수치도화 정확도 분석 결과, 국토지리정보원에서 고시한 1:1,000 세부도화 수평오차(0.4 m) 및 표고오차(0.4 m)를 만족하는 범위의 정확도를 확인하였다. 따라서 본 연구에서 자체개발한 정밀 센서모델링 기술은 무인항공기 영상의 1:1,000 대축척 수치도화 제작 가능성을 시사한다.

저차 이산시간 공정모형 방법 및 제어 알고리 (A Low-order Discrete-time Process Modeling and Control Algorithm)

  • Lee, Kwang-Won;Hong, Suck-Kyo;Won, Chong-Nam
    • 대한전기학회논문지
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    • 제35권1호
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    • pp.8-16
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    • 1986
  • For digital process control, a low order discrete time modeling method is suggested and a direct digital control algorithm has been developed. The modeling method maintains process order of 3, while the sampling rate is doubled for fast response. With easy calculation it is possible to compute the model parameters and the controller gains. Controller tuning is possible on the spot. Simulation results show that this method has better performance than the deadbeat control agorithm.

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