• Title/Summary/Keyword: One-step analyzing

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Determining differentially expressed genes in a microarray expression dataset based on the global connectivity structure of pathway information

  • Chung, Tae-Su;Kim, Kee-Won;Lee, Hye-Won;Kim, Ju-Han
    • Proceedings of the Korean Society for Bioinformatics Conference
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    • 2004.11a
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    • pp.124-130
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    • 2004
  • Microarray expression datasets are incessantly cumulated with the aid of recent technological advances. One of the first steps for analyzing these data under various experimental conditions is determining differentially expressed genes (DEGs) in each condition. Reasonable choices of thresholds for determining differentially expressed genes are used for the next -step-analysis with suitable statistical significances. We present a model for identifying DEGs using pathway information based on the global connectivity structure. Pathway information can be regarded as a collection of biological knowledge, thus we are tying to determine the optimal threshold so that the consequential connectivity structure can be the most compatible with the existing pathway information. The significant feature of our model is that it uses established knowledge as a reference to determine the direction of analyzing microarray dataset. In the most of previous work, only intrinsic information in the miroarray is used for the identifying DEGs. We hope that our proposed method could contribute to construct biologically meaningful network structure from microarray datasets.

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A Study on the Learning Experience of Participating in a Collaborative Problem-Solving Learning Model from a Student's Perspective: Qualitative Analysis from Focus Group Interviews

  • Lee, Sowon;Kim, Boyoung;Kim, Seonyoung
    • International Journal of Advanced Culture Technology
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    • v.10 no.1
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    • pp.160-169
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    • 2022
  • This qualitative study aimed to investigate ways to improve effective cooperative learning from students' perspective by understanding and analyzing the learning experiences of nursing students who participated in a collaborative problem-solving learning model. Data were collected through focus group interviews and reflection journals of six second-year nursing students from G-university in J-city who participated in a collaborative problem-solving learning model course. The interview data were analyzed and divided into 3 categories and 10 subcategories according to the six-step thematic analysis method proposed by Braun and Clarke. The results of analyzing the interviews were considered based on three areas: preparation before learning, the process of collaborating as a cooperative learning experience, and solutions and expectations after learning. The participants felt frustrated because collaborative problem-solving took more time for individual learning than traditional methods did and would not allow them to check the correct answers immediately. However, they gained new experiences by solving problems and engaging in discussions within their learning community. The participants' expectations included material that could help their learning, measures to prevent free-riders, and consideration of the learning process in evaluation factors. Although this study has sample limitations by targeting nursing students in only one region, it can be used to help operate collaborative problem-solving classes, as it reflects the real experiences and opinions of students.

A Study on the Improvement of Positioning accuracy of ultra-precision stage (초정밀스테이지의 위치결정정도 향상에 관한 연구)

  • 황주호;송창규;박천홍;이찬홍
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2001.04a
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    • pp.465-468
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    • 2001
  • An aerostatic stage has frictionless behavior, so it has a advantage of investigation into positioning characteristics. A one-dimensional aerostatic ceramic stage with ballscrew driven and laser scale feedback system is manufactured, aiming at investigating positioning characteristic of ultra-precision stage. We confirm, this ceramic aerostatic stage has a 10nm micro resolution, and can be reduced mean of position error by compensation of numeric control command. By means of analyzing relationship of position error and change of temperature, we build a on-line compensation algorithm of position error from the measured temperature data. So we can improve repeatability of ultra-precision stage up to 34%($0.095{\mu}$) of the normal condition.

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A Comparison of Embodied Energy and Environmental Impact on the New Building and Remodelling of Construction Types in Apartment Housing (공동주택의 신축공사와 리모델링 공사에 공종별 에너지 소비량 및 환경영향 비교 연구)

  • 이강희
    • Journal of the Korean housing association
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    • v.14 no.5
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    • pp.65-74
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    • 2003
  • Recently, the environmental conservation has been emphasized over the world. Building industry should carefully reflected the development focused on the economic aspect as well as the environmental considerations. Therefore, it requires the technology development to mitigate the environmental pollution through the reducement of the energy and resources usage amount over the building life cycle. For these, it should be required to set up the analysis methodology to grasp the amount of the environmental pollution and energy and resources in each step of building life cycle. In this paper, it aimed at preparing the analysis process and analyzing the embodied energy and $CO_2$ and $SO_x$ emission according to the building work, field work, mechanical and electrical work on the new building and remodelling, utilizing the inventory analysis which is one of the LCA process.

Efficient method to estimate the number of exposed people to industrial noise using the GIS and three dimensional noise mapping (GIS와 3차원 소음지도를 이용한 소음 폭로인구 산정 방법에 관한 연구)

  • Ko, Joon-Hee;Lee, Ki-Jung;An, Jang-Ho;Chang, Seo-Il
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2006.05a
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    • pp.438-442
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    • 2006
  • Reasonably accurate estimation of the exposed population to the distinct levels of noise is essential to the efficient management of urban environmental noise. This study proposes a method of calculating the number of exposed people to industrial noise by using GIS tool and noise mapping. The exposed population of noise based on estimation of the number of people that lived in each building in urban area is compared with the one based on density of population. This study suggests the six step method that consists of gathering the fundamental data, extracting the property from the digital map, noise mapping based on the three dimensional topography, estimating population that lives in each building, merging the various results with GIS tool, and estimating exposed population to industrial noise through analyzing the noise map with GIS tools

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Finite Element analysis of 3 dimensional model with periodic structure (주기성이 있는 3차원 모델의 유한요소해석)

  • Lee, Joon-Ho;Lee, Bok-Yong;Lim, Jong-Kwan;Lee, Ki-Sik
    • Proceedings of the KIEE Conference
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    • 1994.07a
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    • pp.24-26
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    • 1994
  • This paper deals with the 3 dimensional finite element analysis using the periodic boundary condition in case analyzing model has a periodic structure. Using the periodic boundary condition we can reduce computer's memories and computation tine. because only the one period of the model is analyzed. To verify the usefulness of the proposed algorithm, can stack type PM step motor which used in FDD head driver is choosen and analyzed.

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A Study on the Architectural facility standards of integrated child care facility (통합보육시설의 시설 및 설비 기준에 관한 연구)

  • Kim Young-Eun;Park Hyeon-Soo;Lee Keon-Ha
    • Korean Institute of Interior Design Journal
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    • v.15 no.3 s.56
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    • pp.136-143
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    • 2006
  • This research proposes the importance of physical environment if integrated early childhood education. For a successful integration of children's education, we processed fundamental research on requirements of facility and equipments, looking at related standards and code on handicapped person's convenience facility. Also, this research alms at providing first step to establish evaluation method and quality assurance standards of integrated child care facility, regarding space planning of handicapped children. By examining home and abroad material and analyzing handicapped children's convenience facility standards, this research pursues improving the basis of planning criteria. As present criteria of relevant regulations appears not to handle detailed facility standards, and the handicapped people's facility is for childhood education, it is necessary first to differentiate indispensable equipments from optional one, then categorize them into more specific needs.

An Analytic Study on the Relations between the Ziegler-Nichols Tuning Methods for Controllers (지글러-니콜스 제어파라미터 조정법 (1), (2)의 연관성에 대한 해석적 연구)

  • 강인철;최순만;최재성
    • Journal of Advanced Marine Engineering and Technology
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    • v.26 no.2
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    • pp.219-225
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    • 2002
  • Parameter tuning methods by Ziegler-Nichols for PID controllers are generally classified into Z-N(1) and Z-N(2). The purpose of this paper is to describe what relations exist between the methods of Z-N(1) and Z-N(2), or how Z-N(1) can be originated from Z-N(2) by analyzing one loop control system composing of P or PI controller and time delay process. In this paper, for the first step to seek mutual relations, the simple formulas of Z-N(2) are transformed into those composing of the same parameters as Z-N(1) which is derived from the analysis of frequency characteristics. Then, the approximation of the actual ultimate frequency is proposed as important premise in the translation between Z-N(1) and (2). Such equalization and approximation brings a simple approximated formula which can explain how Z-N(1) is originated from the Z-N(2) in the form of formula.

Development of sumi-e effect from example image (예제 기반 수묵담채화 표현기술 개발)

  • Lee, Won-Yong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.14 no.7
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    • pp.3454-3459
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    • 2013
  • Sumi-e is one of the art work that uses not only ink line but also color painting. This technique is well known as a representative Asian painting style and widely used in movie, advertisement poster and various effect in camera device. In this paper, we propose an algorithm that can generate result image with Sumi-e effects of example image based on computer graphics and image processing techniques. For this, we pass two steps. The first is painting expression step. We used texture transfer technique to generate result with texture effect of reference image by analyzing numerically. The second step is ink-painting effect generation step. We express ink-painting effect in outline by considering intensity variation in edge of example image. Our algorithm can express various Sumi-e style based on selected reference image. So it can be utilized to various contents generating research.

Registered Patents related to Food Delivery Service based on ICT : A Consumer Perspective (소비자 관점에서 분석한 ICT 기반의 음식배달서비스 관련 특허 등록 현황)

  • Kim, Suyoun;Rha, Jong-Youn;Yoon, Jihyun
    • The Korean Journal of Food And Nutrition
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    • v.30 no.6
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    • pp.1199-1209
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    • 2017
  • Food environment has been going through significant changes with the introduction of Information and Communication Technology (ICT). This study was conducted to investigate the current development status of ICT related to food delivery service by analyzing the relevant registered patents according to consumer buying process. Patents registered between 2002 and 2016 were searched with 'food' and 'delivery' as main keywords through Korea Intellectual Property Rights Information Service (www.kipris.or.kr). The search resulted in 624 patents among which 219 patents were related to food delivery service; 108 patents based on ICT were selected and analyzed. The patents were examined by applicant and year. The patents were classified into the six steps of consumer buying process: 'need recognition', 'information search', 'evaluation', 'choice', 'purchase', and 'postpurchase evaluation'. Patents belonging to more than one step were coded to all the corresponding steps. The patents were registered mainly by domestic companies (50.9%) and individuals (35.2%), having shown dramatic increase of registration since 2012. Over 2/3 (67.6%) of the patents were related to the 'purchase' step. About 32% were associated with the 'information search' step. Approximately 18% of the patents were relevant to the 'evaluation' and 'choice' steps, respectively. The numbers of patents related to the 'postpurchase evaluation (13.9%)' and 'need recognition (12.0%)' steps were relatively low. The current ICTs related to food delivery service in Korea were largely associated with service providers' profit generation rather than consumers' benefit. There is still much room for technology development that could contribute to increasing consumers' benefit.