• Title/Summary/Keyword: semi-convergence

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Seasonal and local time variations of sporadic E layer over South Korea

  • Jo, Eunbyeol;Kim, Yong Ha;Moon, Suin;Kwak, Young-Sil
    • Journal of Astronomy and Space Sciences
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    • v.36 no.2
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    • pp.61-68
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    • 2019
  • We have investigated the variations of sporadic E (Es) layer using the measurements of digisondes at Icheon ($37.14^{\circ}N$, $127.54^{\circ}E$, IC) and Jeju ($33.4^{\circ}N$, $126.30^{\circ}E$, JJ) in 2011-2018. The Es occurrence rate and its critical frequency (foEs) have peak values in summer at both IC and JJ in consistent with their known seasonal variations at mid-latitudes. The virtual height of the Es layer (h'Es) during equinox months is greater than that in other months. It may be related to the similar variation of meteor peak heights. The h'Es shows the semidiurnal variations with two peaks at early in the morning and late in the afternoon during equinoxes and summer. However, the semi-diurnal variation is not obvious in winter. The semi-diurnal variation is generally thought to be caused by the semi-diurnal tidal variation in the neutral wind shear, whose measurements, however, are rare and not available in the region of interest. To investigate the formation mechanism of Es, we have derived the vertical ion drift velocity using the Horizontal Wind Model (HWM) 14, International Geomagnetic Reference Field, and Naval Research Laboratory Mass Spectrometer and Incoherent Scatter Radar-00 models. Our results show that h'Es preferentially occur at the altitudes where the direction of the vertical ion velocity changes. This result indicates the significant role of ion convergence in the creation of Es.

Semi-Supervised Learning to Predict Default Risk for P2P Lending (준지도학습 기반의 P2P 대출 부도 위험 예측에 대한 연구)

  • Kim, Hyun-jung
    • Journal of Digital Convergence
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    • v.20 no.4
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    • pp.185-192
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    • 2022
  • This study investigates the effect of the semi-supervised learning(SSL) method on predicting default risk of peer-to-peer(P2P) loans. Despite its proven performance, the supervised learning(SL) method requires labeled data, which may require a lot of effort and resources to collect. With the rapid growth of P2P platforms, the number of loans issued annually that have no clear final resolution is continuously increasing leading to abundance in unlabeled data. The research data of P2P loans used in this study were collected on the LendingClub platform. This is why an SSL model is needed to predict the default risk by using not only information from labeled loans(fully paid or defaulted) but also information from unlabeled loans. The results showed that in terms of default risk prediction and despite the use of a small number of labeled data, the SSL method achieved a much better default risk prediction performance than the SL method trained using a much larger set of labeled data.

LED Source Optimization for the LED Chip Array of the LED Luminaires (LED 조명기구에서 LED 칩 배치에 따른 광원 최적화)

  • Yoon, Seok-Beom;Chang, Eun-Young
    • Journal of Digital Convergence
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    • v.14 no.4
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    • pp.419-424
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    • 2016
  • In this paper, we studied a light distribution for the LED chips arrangement using an optical design software. The structures of the edge type LED luminaires are reflector plane, LGP(lighting guide plane) and diffuse plane. The reflector plane is on the middle of the overall structure. We had simulation that placing LED chips on the reflector center of the reflector edge by changing the position of LED chips above the reflector center at 1mm, 2mm, and 3mm respectively. In the case, when LED chips are on the center of the reflector, it shows the light distribution of the general diffuse illumination, the semi-direct distribution with 0.56 efficiency and the direct distribution with 0.31 efficiency. And the wedge type LGP shows more efficiency than the flat type. Gradually increasing shape of semi-spherical type by 0.015mm has power of 1.02W, efficiency of 0.25, and maximum luminous intensity of 0.104W/sr, it also and shows the better optical characteristics than the reflector plane that have no patterns. This semi-spherical type shows the better optical characteristics than the reflector plane that have no patterns.

Analysis and Forecasting for ICT Convergence Industries (ICT 융합 산업의 현황 및 전망)

  • Jang, Hee S.;Park, Jong T.
    • Journal of Service Research and Studies
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    • v.5 no.2
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    • pp.15-24
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    • 2015
  • The trade balance for the information and communications technology (ICT) industries in 2014 have reached 863 hundred million dollars as the main export products such as smart phone and semi-conductor increase, since the ICT industries have played an important role in economic growth in Korea. Until now, the consistent supporting of government and investment of company have been doing with the growth of ICT industries, as a result, Korea marked as the first in the UN electronic government preparing index, and rank 12 in the network preparing index through the policy of national information and basic plan of inter-industry convergence. However, as the unstable international economic circumstances, ICT industries is faced with the stagnation, and then preemptive development of products and services for ICT convergence industries is needed to continually get definite ICT Korea image. In this paper, the ICT convergence industry is analyzed and forecasted. In specific, the international and domestic market for cloud, 3D convergence, and internet of things is diagnosed. The market for ICT convergence industries is predicted to be 3.6 trillion dollar in the world, and 110 trillion won in domestic. From the analytical results for technology and services development, the preemptive supporting of the technology development and policy for the internet of things and 3D convergence industries is required. In addition to, through the future forecasting by socio-tech matrix method, the policy supporting for the ICT convergence area of healthcare, fintech, artificial intelligence, body platform, and human security is needed.

Design and Implementation of File System Using Local Buffer Cache for Digital Convergence Devices (디지털 컨버전스 기기를 위한 지역 버퍼 캐쉬 파일 시스템 설계 및 구현)

  • Jeong, Geun-Jae;Cho, Moon-Haeng;Lee, Cheol-Hoon
    • The Journal of the Korea Contents Association
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    • v.7 no.8
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    • pp.21-30
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    • 2007
  • Due to the growth of embedded systems and the development of semi-conductor and storage devices, digital convergence devises is ever growing. Digital convergence devices are equipments into which various functions such as communication, playing movies and wave files and electronic dictionarys are integrated. Example are portable multimedia players(PMPs), personal digital assistants(PDAs), and smart phones. Therefore, these devices need an efficient file system which manages and controls various types of files. In designing such file systems, the size constraint for small embedded systems as well as performance and compatibility should be taken into account. In this paper, we suggest the partial buffer cache technique. Contrary to the traditional buffer cache, the partial buffer cache is used for only the FAT meta data and write-only data. Simulation results show that we could enhance the write performance more than 30% when the file size is larger than about 100 KBytes.

Design of a Message Protocol for The Convergence of a URC-Robot and Information Technologies (URC 로봇과 IT 기술의 컨버전스를 위한 메시지 프로토콜 설계)

  • Lim, Yong-Muk;Kim, Woo-Sung;Park, Sung-Jun
    • Proceedings of the Korea Contents Association Conference
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    • 2009.05a
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    • pp.822-827
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    • 2009
  • As research for URC robot to advance the robot system dissemination and pracical use becomes active, also interest for robot platform and standardization is increasing. However, URC robot middleware does not involve a convergence with IT. Although it seems to be a high connection between robots and IT, the existing middleware has not considered different environments, thus making convergence efforts difficult. The middleware should improve their functions in order to synchronize with IT and to interact through formatted messages. In this paper, we present the necessity of the formatted message in the development of URC platform. In addition, design of the message protocol for the convergence based on the analysis of RUPI, OPC and SECS-II.

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Bonding Property and Reliability for Press-fit Interconnection (Press-fit 단자 접합특성 및 신뢰성)

  • Oh, Sangjoo;Kim, Dajung;Hong, Won Sik;Oh, Chulmin
    • Journal of the Microelectronics and Packaging Society
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    • v.26 no.3
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    • pp.63-69
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    • 2019
  • Soldering technology has been used in electronic industry for a long time. However, due to solder fatigue characteristics, automotive electronics are searching the semi-permanent interconnection technology such as press-fit method. Press fit interconnection is a joining technology that mechanically inserts a press fit metal terminal into a through hole in a board, and induces a strong bonding by closely contacting the inner surface joining of the through hole by plastic deformation of press-fit terminal. In this paper, the bonding properties of press-fit interconnection are investigated with PCB hole size and surface finishes. In order to compare interconnection reliability between the press fit and soldering, the change in resistance of the press-fit and soldering joints was observed during thermal shock test. After thermal cycling, the failure modes are investigated to reveal the degradation mechanism both press-fit and soldering technology.

A Convergence Study on Nurses' Experiences Participating in a Preceptorship Program (프리셉터십 프로그램 참여 간호사의 경험에 대한 융합적 고찰)

  • Kim, Sun-Hee;Park, Ju-young
    • Journal of the Korea Convergence Society
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    • v.10 no.7
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    • pp.355-371
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    • 2019
  • This study was to find the experiences of preceptor and preceptee nurses for attending the preceptorship program and to improve the preceptorship program. Nine participants were recruited using the purposive sampling method. A semi-structured questionnaire was designed to gather in-depth interview data from 4 preceptee nurses and 5 preceptor nurses in 4 hospitals from May 1, 2018 to June 20, 2018. The data were interpreted using a thematic analysis. The experiences of preceptee nurses for attending the preceptorship program consisted of 4 themes, the experiences of preceptor nurses for attending the preceptorship program consisted of 5 themes. In this study, the preceptorship program was effective not only in training preceptee nurses but also in enhancing job satisfaction and capacity of preceptor nurses. However, in order to operate the preceptor program more efficiently, active support of the hospital and systematic preparation of the nursing department are needed. In addition to developing curriculum for the preceptor nurses, the appropriate compensation for the preceptor nurses and working conditions should be provided for their efforts.

Effect of Si Doping in Self-Assembled InAs Quantum Dots on Infrared Photodetector Properties (Si 도핑이 InAs 자기조립 양자점 적외선 소자 특성에 미치는 효과)

  • Seo, Dong-Bum;Hwang, Je-hwan;Oh, Boram;Kim, Jun Oh;Lee, Sang Jun;Kim, Eui-Tae
    • Korean Journal of Materials Research
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    • v.29 no.9
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    • pp.542-546
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    • 2019
  • We investigate the characteristics of self-assembled quantum dot infrared photodetectors(QDIPs) based on doping level. Two kinds of QDIP samples are prepared using molecular beam epitaxy : $n^+-i(QD)-n^+$ QDIP with undoped quantum dot(QD) active region and $n^+-n^-(QD)-n^+$ QDIP containing Si direct doped QDs. InAs QDIPs were grown on semi-insulating GaAs (100) wafers by molecular-beam epitaxy. Both top and bottom contact GaAs layer are Si doped at $2{\times}10^{18}/cm^3$. The QD layers are grown by two-monolayer of InAs deposition and capped by InGaAs layer. For the $n^+-n^-(QD)-n^+$ structure, Si dopant is directly doped in InAs QD at $2{\times}10^{17}/cm^3$. Undoped and doped QDIPs show a photoresponse peak at about $8.3{\mu}m$, ranging from $6{\sim}10{\mu}m$ at 10 K. The intensity of the doped QDIP photoresponse is higher than that of the undoped QDIP on same temperature. Undoped QDIP yields a photoresponse of up to 50 K, whereas doped QDIP has a response of up to 30 K only. This result suggests that the doping level of QDs should be appropriately determined by compromising between photoresponsivity and operating temperature.

Tumor boundary extraction from brain MRI images using active contour models (Snakes) (스네이크를 이용한 뇌 자기 공명 영상에서 종양의 경계선 추출)

  • Ryeong-Ju Kim;Young-Chul Kim;Heung-Kook Choi
    • Journal of the Institute of Convergence Signal Processing
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    • v.4 no.2
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    • pp.1-6
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    • 2003
  • The study is to automatically or semi-automatically detect the accurate contour of tumors or lesions using active contour models (Snakes) in the MRI images of the brain. In the study we have improved the energy-minimization problem of snakes using dynamic programming and have utilized the values of the canny edge detector by the image force to make the snake less sensitive in noises. For the extracted boundary, the inside area, the perimeter and its center coordinates could be calculated. In addition, the multiple 2D slices with the contour of the lesion wore combined to visualized the shape of the lesion in 3D. We expect that the proposed method in this paper will be useful to make a treatment plan as well as to evaluate the treatments.

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