• Title/Summary/Keyword: triangle and measure

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A Comparative Study on the Centrality Measures for Analyzing Research Collaboration Networks (공동연구 네트워크 분석을 위한 중심성 지수에 대한 비교 연구)

  • Lee, Jae Yun
    • Journal of the Korean Society for information Management
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    • v.31 no.3
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    • pp.153-179
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    • 2014
  • This study explores the characteristics of centrality measures for analyzing researchers' impact and structural positions in research collaboration networks. We investigate four binary network centrality measures (degree centrality, closeness centrality, betweenness centrality, and PageRank), and seven existing weighted network centrality measures (triangle betweenness centrality, mean association, weighted PageRank, collaboration h-index, collaboration hs-index, complex degree centrality, and c-index) for research collaboration networks. And we propose SSR, which is a new weighted centrality measure for collaboration networks. Using research collaboration data from three different research domains including architecture, library and information science, and marketing, the above twelve centrality measures are calculated and compared each other. Results indicate that the weighted network centrality measures are needed to consider collaboration strength as well as collaboration range in research collaboration networks. We also recommend that when considering both collaboration strength and range, it is appropriate to apply triangle betweenness centrality and SSR to investigate global centrality and local centrality in collaboration networks.

TPR-TNR plot for confusion matrix

  • Hong, Chong Sun;Oh, Tae Gyu
    • Communications for Statistical Applications and Methods
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    • v.28 no.2
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    • pp.161-169
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    • 2021
  • The two-dimensional confusion matrix used in credit assessment, biostatistics, and many other fields consists of true positive, true negative, false positive, and false negative. Their rates, such as the true positive rate (TPR), true negative rate (TNR), false positive rate, and false negative rate, can be applied to measure its accuracy. In this study, we propose the TPR-TNR plot, a graphical method that can geometrically describe and explain these rates based on the confusion matrix. The proposed TPR-TNR plot consists of two right-angled triangles. We obtain that the TPR and TNR describe the acute angles of right-angled triangles in the plot. These acute angles can be used to determine optimal thresholds corresponding to lots of accuracy measures.

Simulation of SMB [Simulated Moving Bed] Chromatography for Separation of L-ribose and L-arabinose by ASPEN chromatography (L-ribose와 L-arabinose 분리를 위한 Aspen chromatography를 이용한 SMB [Simulated moving bed] 전산모사)

  • Lee, Seon-Hee;Lee, Eun;Kim, In-Ho
    • KSBB Journal
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    • v.23 no.2
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    • pp.135-141
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    • 2008
  • SMB (simulated moving bed) chromatography is a very useful utility for the separation of binary system. We simulated the separation of L-arabinose and L-ribose from the mixture by using lab-scale 4(1-1-1-1)-zone SMB chromatography. Preliminary experiments of PIM (pulse input method) were performed to measure adsorption isotherms of L-ribose and L-arabinose in $NH_2$ HPLC column, and experimental and simulated results from ASPEN chromatography were compared. To find the most suitable separation condition in SMB, we carried out a simulation in $m_2-m_3$ plane base on the triangle theory and calculated operating parameters (flow rate of four zone, switching time and feed concentration and so on) using ASPEN chromatography under the conditions of linear isotherms obtained from PIM.

Experimental Study on Application of an Optical Sensor to Measure Mooring-Line Tension in Waves

  • Nguyen, Thi Thanh Diep;Park, Ji Won;Nguyen, Van Minh;Yoon, Hyeon Kyu;Jung, Joseph Chul;Lee, Michael Myung Sub
    • Journal of Ocean Engineering and Technology
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    • v.36 no.3
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    • pp.153-160
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    • 2022
  • Moored floating platforms have great potential in ocean engineering applications because a mooring system is necessary to keep the platform in station, which is directly related to the operational efficiency and safety of the platform. This paper briefly introduces the technical and operational details of an optical sensor for measuring the tension of mooring lines of a moored platform in waves. In order to check the performance of optical sensors, an experiment with a moored floating platform in waves is carried out in the wave tank at Changwon National University. The experiment is performed in regular waves and irregular waves with a semi-submersible and triangle platform. The performance of the optical sensor is confirmed by comparing the results of the tension of the mooring lines by the optical sensor and tension gauges. The maximum tension of the mooring lines is estimated to investigate the mooring dynamics due to the effect of the wave direction and wavelength in the regular waves. The significant value of the tension of mooring lines in various wave directions is estimated in the case of irregular waves. The results show that the optical sensor is effective in measuring the tension of the mooring lines.

A Study on the Method of Non-Standard Cargo Volume Calculation Based on LiDar Sensor for Cargo Loading Optimization (화물 선적 최적화를 위한 LiDar 센서 기반 비규격 화물 체적산출 방법 연구)

  • Jeon, Young Joon;Kim, Ye Seul;Ahn, Sun Kyu;Jeong, Seok Chan
    • Journal of Korea Multimedia Society
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    • v.25 no.4
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    • pp.559-567
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    • 2022
  • The optimal shipping location is determined by measuring the volume and weights of cargo shipped to non-standard cargo carriers. Currently, workers manually measure cargo volume, but automate it to improve work inefficiency. In this paper, we proposed the method of a real-time volume calculation using LiDar sensor for automating cargo measurement of non-standard cargo. For this purpose, we utilized the statistical techniques for data preprocessing and volume calculation, also used Voxel Grid filter to light weighted of data which are appropriate in real-time calculation. We implemented the function of Normal vectors and Triangle Mesh to generate surfaces and Alpha Shapes algorithms to process 3D modeling.

Numerical Analysis for the Flow Field past a Two-Staged Conical Orifice (이단 원추형 오리피스를 지니는 유동장에 대한 수치해석)

  • Kim, Yeon-Soo;Kim, You-Gon
    • Proceedings of the KSME Conference
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    • 2001.06e
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    • pp.499-505
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    • 2001
  • The objective of the paper was to measure the pressure drop and to investigate the recirculation region of the conical orifices used in Kwang-yang Iron & Steel Company. The flow field with water used as a working fluid was the turbulent flow for Reynolds number of $2{\times}10^4$. The effective parameters for the pressure drop and the recirculation region were the conical orifice's inclined angle (${\theta}$) against the wall, the interval(L) between orifices, the relative angle of rotation(${\alpha}$) of the orifices, the shape of the orifice's hole(circle, rectangle, triangle) having the same area. It was found that the shape of the orifice's hole affected the pressure drop and the flow field a lot, But the other parameters did not make much differences to the pressure drop. The PISO algorithm with FLUENT code was employed.

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An Analysis and Criticism on Contents Related on Angular Measure in Korean Elementary Mathematics Subject (우리나라 초등학교 수학과에서의 각도 관련 내용의 분석과 비판)

  • Park, Kyo-Sik
    • School Mathematics
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    • v.12 no.1
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    • pp.45-60
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    • 2010
  • In school mathematics, gakdo(korean, ie angular measure in english) lost effectiveness as a term, on the other hand, an expression gak-ui-kugi(korean, ie size of angle in english) is prevalent these days. So it is necessary to accept this expression. It is necessary to specify in textbook that the size of angle rely on the degree of gap between two edges regardless of the length of edges. The content of curriculum manual and the content of textbooks must be reconciled. Random units for measuring the size of angle are not contained in textbooks. It can be possible, but it is not carried out actually. So, it is necessary not to require it in curriculum manual considering this circumstance. In curriculum manual, it is necessary to specify the role of 1-right angle as a standard unit, and situations to use it must be presented in textbooks. In cut-paste method of finding the sum of the size of three angles in a triangle and the sum of the size of four angles in a quadrilateral, keeping a straight angle and one rotation in mind, an explanation is based upon a premise that students know how to express the $180{^{\circ}}$ and $360{^{\circ}}$ in figure as a result. It is a leap of logic.

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The Development of "Non-Eo Counseling Program" for Elementary School Students (초등학생용 논어상담프로그램 개발)

  • Lee, Jung-Hee
    • The Korean Journal of Elementary Counseling
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    • v.10 no.1
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    • pp.77-94
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    • 2011
  • The purpose of this study was to think about 'the nature of the mind' through the extraction of contents related to the 'mind' which is contained in "Non-eo(the Analects of Confucius)" and to devise a 'Non-Eo' counseling program intended for elementary school students by finding out counseling elements related to the growth of the mind. The 'Non-Eo' counseling program developed in this study was 10 lessons of forty minutes each and divided the group counseling procedure into three phases as introduction, progress, and wrap-up. The subjects of this study were 40 elementary school students in upper grades in a specific county: 20 students in the control and experimental group respectively. The 'Non-Eo' counseling program was applied to the experimental group twice a week for five weeks and it was not applied to the control group. Two measurement tools were used in order to verify the effects: the self-esteem measurement test adopted by Gong, Tae-Su(1998) which was originated from the selfesteem measurement test for children developed by Coopersmith(1967) and the friendship measure test adopted by Jo, Seong-rye(2001) which originated from the friendship measure test developed by Furman and Bierman(1983). The results were as follows; Firstly, there was a significant difference between the growth of self-esteem of the students in the experimental group and that in the control group; in general, the p-value of the experimental group was .032. Secondly, there was a significant difference between the growth of friendship of the students in the experimental group and that in the control group; in general, the p-value of the experimental group was .046. The fact that this study carried out a new counselling approach called 'Non-Eo' counseling based on the contents related to 'the growth of the mind' in "Non-eo" is of great significance.

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Development of Pose-Invariant Face Recognition System for Mobile Robot Applications

  • Lee, Tai-Gun;Park, Sung-Kee;Kim, Mun-Sang;Park, Mig-Non
    • 제어로봇시스템학회:학술대회논문집
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    • 2003.10a
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    • pp.783-788
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    • 2003
  • In this paper, we present a new approach to detect and recognize human face in the image from vision camera equipped on the mobile robot platform. Due to the mobility of camera platform, obtained facial image is small and pose-various. For this condition, new algorithm should cope with these constraints and can detect and recognize face in nearly real time. In detection step, ‘coarse to fine’ detection strategy is used. Firstly, region boundary including face is roughly located by dual ellipse templates of facial color and on this region, the locations of three main facial features- two eyes and mouth-are estimated. For this, simplified facial feature maps using characteristic chrominance are made out and candidate pixels are segmented as eye or mouth pixels group. These candidate facial features are verified whether the length and orientation of feature pairs are suitable for face geometry. In recognition step, pseudo-convex hull area of gray face image is defined which area includes feature triangle connecting two eyes and mouth. And random lattice line set are composed and laid on this convex hull area, and then 2D appearance of this area is represented. From these procedures, facial information of detected face is obtained and face DB images are similarly processed for each person class. Based on facial information of these areas, distance measure of match of lattice lines is calculated and face image is recognized using this measure as a classifier. This proposed detection and recognition algorithms overcome the constraints of previous approach [15], make real-time face detection and recognition possible, and guarantee the correct recognition irregardless of some pose variation of face. The usefulness at mobile robot application is demonstrated.

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Dynamic Boundary Tracking Control in Active Sensor Network (동적 센서네트워크에서의 유동적 경계선 추종 제어)

  • Jang, Seyong;Lee, Giroung;Song, Bongsob;Chwa, Dongkyoung;Hong, Sukkyo
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.57 no.9
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    • pp.1628-1635
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    • 2008
  • In this paper, the motion coordination algorithm of mobile agents in active sensor network is proposed to track the dynamic boundary for environmental monitoring. While most of dynamic boundary tracking algorithms in the literature were studied under the assumption that the boundary and/or its evolving rate is known a priori, the proposed algorithm is assumed that the individual active agent can measure the state of environment locally without any information of the boundary. When the boundary is evolving dynamically, the formation of active agents is designed to achieve two objectives. One is to track boundary layer based on the measured information and a small deviation. The other is to maintain a uniform distance between adjacent agents. The algorithm structure based on a state diagram is proposed to achieve these two objectives. Finally, it will be shown in the simulations that all given agents converge to a desired boundary layer and maintain a formation along the boundary. (e.g., a circle, an ellipse, a triangle and a rectangle)