• Title/Summary/Keyword: Education Input

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An Adaptive Drop Marker for Edge Routers in DiffServ Networks

  • Hur, Kyeong
    • Journal of information and communication convergence engineering
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    • v.9 no.4
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    • pp.411-419
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    • 2011
  • In this paper, we propose an Adaptive Regulating Drop (ARD) marker, as a novel dropping strategy at the ingressive edge router, to improve TCP fairness in assured services (ASs) without a decrease in the link utilization. To drop packets pertinently, the ARD marker adaptively changes a Temporary Permitted Rate (TPR) for aggregate TCP flows. The TPR is set larger than the current input IN packet rate of aggregate TCP flows while inversely proportional to the measured input OUT packet rate. To reduce the excessive use of greedy TCP flows by notifying droppings of their IN packets constantly to them without a decrease in the link utilization, the ARD marker performs random early fair remarking of their excessive IN packets to OUT packets at the aggregate flow level according to the TPR. In addition, an aggregate dropper is combined to drop some excessive IN packets fairly and constantly according to the TPR. Thus, the throughput of a TCP flow no more depends on only the sporadic and unfair OUT packet droppings at the RIO buffer in the core router. Then, the ARD marker regulates the packet transmission rate of each TCP flow to the contract rate by increasing TCP fairness, without a decrease in the link utilization.

Artificial Intelligence-Based Breast Nodule Segmentation Using Multi-Scale Images and Convolutional Network

  • Quoc Tuan Hoang;Xuan Hien Pham;Anh Vu Le;Trung Thanh Bui
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.17 no.3
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    • pp.678-700
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    • 2023
  • Diagnosing breast diseases using ultrasound (US) images remains challenging because it is time-consuming and requires expert radiologist knowledge. As a result, the diagnostic performance is significantly biased. To assist radiologists in this process, computer-aided diagnosis (CAD) systems have been developed and used in practice. This type of system is used not only to assist radiologists in examining breast ultrasound images (BUS) but also to ensure the effectiveness of the diagnostic process. In this study, we propose a new approach for breast lesion localization and segmentation using a multi-scale pyramid of the ultrasound image of a breast organ and a convolutional semantic segmentation network. Unlike previous studies that used only a deep detection/segmentation neural network on a single breast ultrasound image, we propose to use multiple images generated from an input image at different scales for the localization and segmentation process. By combining the localization/segmentation results obtained from the input image at different scales, the system performance was enhanced compared with that of the previous studies. The experimental results with two public datasets confirmed the effectiveness of the proposed approach by producing superior localization/segmentation results compared with those obtained in previous studies.

A Preliminary Study on School Life Long Education through Home and Family Life Education by Home Economics Teachers (가정과 교사의 학교평생교육 관점에서의 가정생활 교육을 위한 탐색적 연구)

  • 이연숙
    • Journal of Korean Home Economics Education Association
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    • v.16 no.1
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    • pp.31-45
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    • 2004
  • The purposes of this study are to explore the several aspects associated with school life long education through home and family life education by home economics teachers and suggest the research and practicing model for this education and ways of activating it. The home and family life education with life long education perspective is defined and discussed why this education is needed in today's rapid changing society. The characteristics of school life long education are explained in terms of definition. legal basis, purposes and roles The needs of school life long education through home and family life education by home economics teachers are discussed in such ways as enhancing the public relations and the image of home economics education, contributing of home economics teachers to community and achieving the identity of home economics as a subject matter in secondary school. The systems model suggested for studying and practicing school life long education through home and family life education is consisted of input. throughput, and output. The element including in each process is related with each other thus the change of one element affects on both the other elements and the whole system. Several ways of activating of this education are recommended.

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The development of the electromagnetic field analysis program using auto-input method of images and drawing (영상 및 도면의 자동 입력 방식에 의한 전자장 해석 프로그램 개발)

  • Wee, Sang-Bong;Kim, Ki-Beom
    • The Journal of Korean Institute for Practical Engineering Education
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    • v.3 no.1
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    • pp.92-96
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    • 2011
  • If blueprint of analysis objects is not exist or this blueprint complexes, previous prediction techniques for product design have a problem that do not identify the exact physical characteristics. Even if target for analysing exists, transforming into a format that is supported by the program is a troublesome. To solve these problems, this thesis explains method for easily inputting design drawing and reducing the time of product design. In determining the physical characteristics of the target, method using color information is applied with electromagnetic analysis software to enable the analysis without relation to input type. Methods using color information to identify physical characteristic include some procedures. The first step is to number each of the colors, these colors number information includes material eigenvalues corresponding to the color. Next step analysis electromagnetic phenomena according with color information.

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Color correction of tile color input device using the Neural Network (신경망을 이용한 칼라 입력장치의 칼라 보정)

  • Eum, Kyoung-Bae;Ahn, Chang-Sun
    • Journal of The Korean Association of Information Education
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    • v.3 no.1
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    • pp.134-142
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    • 1999
  • The demand for recognizing the color as well as the object shape is increasing to use the detailed information, because-the expense of color input/output devices become cheap. The research on the color correction should be researched for the exact color presentation and color reproduction of color input/output systems. In this paper, we researched on the color correction of color scanner. The characterization of color scanner is a two step process of gray-balancing and color transformation. The decoupling of the gray-balancing from the color transformation enables the portability of the scanner characterization. We used the least square methods for the line fitting and the Neural Network for the storage space and computation speed. The output of Neural Network is similar to the target value in three-dimensional tristimulus space. The proposed color correction method can be used for all scanners of a manufacturer's model because of the portability.

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Estimation of the Exploitable Carrying Capacity in the Korean Water of the East China Sea (한국 남해의 어획대상 환경수용량 추정 연구)

  • ZHANG, Chang-Ik;SEO, Young-Il;KANG, Hee-Joong
    • Journal of Fisheries and Marine Sciences Education
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    • v.29 no.2
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    • pp.513-525
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    • 2017
  • In the estimation of the exploitable carrying capacity (ECC) in the Korean water of the East China Sea, two approaches, which are the ecosystem modeling method (EMM) and the holistic production method (HPM), were applied. The EMM is accomplished by Ecopath with Ecosim model using a number of ecological data and fishery catch for each species group, which was categorized by a self-organizing mapping (SOM) based on eight biological characteristics of species. In this method, the converged value during the Ecosim simulation by setting the instantaneous rate of fishing mortality (F) as zero was estimated as the ECC of each group. The HPM is to use surplus production models for estimateing ECC. The ECC estimates were 4.6 and 5.1 million mt (mmt) from EMM and HPM, respectiverly. The estimate from the EMM has a considerable uncertainty due to the lack of confidence in input ecological parameters, especially production/biomass ratio (P/B) and consumption/biomass ratio (Q/B). However, ECC from the HPM was estimated on the basis of relatively fewer assumptions and long time-series fishery data as input, so the estimate from the HPM is regarded as more reasonable estimate of ECC, although the ECC estimate could be considerd as a preliminary one. The quality of input data should be improved for the future study of the ECC to obtain more reliable estimate.

Comparison of the Effects of Internet Diabetes Education by Gender in Type 2 Diabetic Patients (제 2형 당뇨병환자 성별에 따른 인터넷 당뇨 교육 효과 비교)

  • Kim, Hee-Seung;Park, Chai-Soon
    • Women's Health Nursing
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    • v.10 no.2
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    • pp.144-149
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    • 2004
  • Purpose: The purpose of this study was to evaluate whether the effect of Intenet diabetes education varied by gender. Method: An experimental group assessed pre- and post intervention was used to assess the effectiveness of diabetes education by nurses. Forty patients separated into two groups by gender partook in the study. The goal of the intervention was to keep blood glucose concentrations close to normal range. The intervention was applied weekly for 3 months. Participants were requested to input their blood glucose level, diet, and exercise diary everyday at http://www.biodang.com by cellular phone or wire Internet. The researcher sent optimal recommendations to each patient using the short message service of cellular phones and wire Internet. All medication adjustments were communicated to the subjects' doctors. The plasma glucose levels, serum lipids, and care satisfaction were measured before and after the intervention. Result: Glycosylated hemoglobin (HbA1c) decreased 1.6% and 0.8% in male and female patients respectively after 3 months of education. Total cholesterol decreased 37.2mg/dl in male patients but increased 80.5mg/dl in female patients. Conclusion: These findings indicated that Internet diabetes education could improve HbA1c and total cholesterol in male patients.

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Exploration of the Evaluation Criteria and Index by Applied CIPP Model in Creativity·Character Education (CIPP 모형을 적용한 창의·인성교육 평가준거 및 지표의 탐색)

  • Won, Hyo-Heon;Jeon, Eun-Sun
    • Journal of Fisheries and Marine Sciences Education
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    • v.26 no.5
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    • pp.1108-1118
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    • 2014
  • The purpose of this study was to spread the education of human creativity program and its possibility of consistency, and its application to school system by exploring the evaluation system that determines the valuable and useful decisions. This study was based on the evaluation system according to CIPP model regarding the program's general ideas and its role. The interest of the education of human creativity was increasing as well as its progress of program, and we searched 13 figures and 55 evaluation index according to increase the program's effectiveness and nation-wise situation of evaluation model. The conclusion of this study was that the human creativity program's evaluation was composed of six compartments. And the context evaluation was composed of three evaluation models and eleven index, and input evaluation was composed of three evaluation model and 15 index, while process evaluation is composed of three evaluation models and thirteen evaluation index. Lastly, output evaluation had four evaluation model and sixteen index.

Policy Evaluation for Policy Formation Stage of Meister High Schools (마이스터고등학교 직업교육정책 수립 단계에 대한 평가)

  • Cho, Jin-Ho;Kang, Kyung-Seok
    • Journal of Fisheries and Marine Sciences Education
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    • v.25 no.2
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    • pp.538-551
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    • 2013
  • The purpose of this study is to evaluate policy formation stage of Meister high schools. The study analyzed the differences in the recognition of teachers, students, parents, and vocational education specialists about policy evaluation for policy formation stage of Meister high schools. The conclusions based on the results of the study are as follows: First, in context area the recognition of students showed relatively low level. It reflects that the principle of democracy is needed to the policy formation stage of Meister high schools. The participation of stake holders in the policy formation stage is essential. Second, in input area teachers recognized that the financial resources were sufficient. Vocational education specialists recognized that human resources, such as excellent teachers and Meister teachers, needed to recruited adequately. Third, many policies and institutions need to be established for Meister high schools. The Meister high schools should be selected based on the principle of equity. In the selection process vocational education specialists should be included for the principle of professionalism.

Effects of Use Behavior and Discomfort of Information Devices on Depression Among Older Adults (노인의 정보기기 이용행태 및 이용불편이 우울에 미치는 영향)

  • Sang Nam Jeon
    • The Journal of Korean Society for School & Community Health Education
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    • v.24 no.3
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    • pp.51-63
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    • 2023
  • Objectives: This study aims to examine factors affecting depression of Older Adults by using the data of the elderly survey conducted by the Korea Institute of Health and Social Affairs in 2020. Methods: The total sample was 4,777 people aged over 65 years old. In this study, sociodemographic variables, information devices'use behavior and discomfort variables were input to examine the effect on depression. The data was analyzed with t2-test, ANOVA and hierarchical regression by SPSS statistic program. Results: First, use behavior and discomfort of information devices and depression were significantly different by sociodemographic variables(sex, age, level of education, marital status). Secondly, regression analysis showed that age and level of education affected an influence on depression in Model 1, which analyzed only sociodemographic variables. However, Model 2, which analyzed devices' use behavior and discomfort variables at the same time, showed that they affected depression. Conclusions: It was suggested to develop customized health education and mental health promotion were needed to reduce depression in the elderly.