• Journal of Korea Technology Innovation Society
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• v.17 no.1
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• pp.124-145
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• 2014

Market failure occurs when Pareto efficiency is not achieved through market mechanism. In order to solve this problem, government intervene market; paying great attention to the optimum state of resource allocation. However, as the size of government investment in R&D goes up, many professionals emphasize the importance in efficient management system. This work is the result of exploratory study to look into life-cycle management of governmental R&D program. Literature reviews and empirical research on governmental R&D programs elicit improvements for effective life-cycle management of governmental R&D program as follows: consistent discrimination between capital expenditure and recurring expenditure, dual management system by spending properties, implementing total cost management system in capital expenditure, and discrimination between preliminary feasibility study with confirming total program cost in recurring expenditure.

• Journal of the Korean Association of Geographic Information Studies
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• v.8 no.1
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• pp.75-87
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• 2005

This study aims at predicting and mapping of the landslide susceptibility in the Geumho river watershed using GIS and Remote Sensing techniques. We constructed the spatial database of affecting factors such as slope angle, slope aspect, lithology, landuse, and vegetation index (NDVI) at a $30m{\times}30m$ resolution. The landslide susceptibility of the study area was predicted through overlay analysis and adding up estimation matrix, and the predicted map of landslide susceptibility with six categories (stable, very low, low, moderate, high, very high) was constructed. As the results, it showed that the very high susceptibility zones made up approximately 0.3% of the total study area, and these zones were mainly distributed in the forest area with the high slope angle and low vegetation index.

• The Journal of the Institute of Internet, Broadcasting and Communication
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• v.10 no.5
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• pp.57-62
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• 2010

Recently, decision tree techniques have been studied in terms of quick searching and extracting of massive data in medical fields. Although many different techniques have been developed such as CART, C4.5 and CHAID which are belong to a pie in Clermont decision tree classification algorithm, those methods can jeopardize remained data by the binary method during procedures. In brief, C4.5 method composes a decision tree by entropy levels. In contrast, CART method does by entropy matrix in categorical or continuous data. Therefore, we compared C4.5 and CART methods which were belong to a same pie using breast cancer data to evaluate their performance respectively. To convince data accuracy, we performed cross-validation of results in this paper.

• The KIPS Transactions:PartD
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• v.12D no.4 s.100
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• pp.637-646
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• 2005

There are various problems while applying classification or clustering algorithm in that document classification which requires post processing or classification after getting as a web search result due to my keyword. Among those, two problems are severe. The first problem is the need to categorize the document with the help of the expert. And, the second problem is the long processing time the document classification takes. Therefore we propose a new method of web document clustering which can dramatically decrease the number of times to calculate a document similarity using the Transitive Closure Tree(TCT) and which is able to speed up the processing without loosing the precision. We also compare the effectivity of the proposed method with those existing algorithms and present the experimental results.

• Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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• 2014.10a
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• pp.399-401
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• 2014

The comprehensive vibration assessment program(CVAP) of APR+ nuclear power plant(NPP) is classified as non-prototype, category II with Palo Verde NPP as valid prototype. In this paper, CVAP for first plant of APR+ NPP is proposed. The Control Element Assembly(CEA) shroud of APR+ NPP is different from that of Palo Verde NPP. And the Core Support Barrel(CSB) outer diameter and the flow rate of normal operation of APR+ NPP are larger than those of Palo Verde NPP. Vibration and stress analysis program should be conducted to establish test acceptance criteria. Limited vibration measurement program should be implemented to establish the margin of safety, demonstrate the satisfaction of test acceptance criteria and confirm the similar vibratory response between the APR+ and Palo Verde NPP. Because of the change of normal operation condition, the nominal differences between APR+ and Palo Verde NPP in the structural and hydraulic analysis are studied to determine the measurement locations.

• Journal of The Korean Association For Science Education
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• v.4 no.2
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• pp.74-81
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• 1984

중등 과학교사 양상에 있어서 기초 교양 과목과 교육 일반론 및 과학 과목은 중요한 부분이지만 가장 핵심적이고 특유해야할 과목은 과학교육 관계 과목이다. 많은 경우 $2{\sim}3$학점의 한 과목을 필수로 제시되는 "물리교육", "화학교재", "생물교수법" 등의 분야별 과목이 안이하고 무의미하게 제시되는 것이 아닌가 하는 직관적 판단으로부터 우선 한국의 실태를 조사하고 장기적이고 포괄적인 연구 개발의 기본적 모형을 구안하려는 것이 본 연구의 목적이다. 연구의 한 단계로 전국 사범대학 과학교육 관계과나 전공을 대상으로 설문지 방법과 면담을 통해 학사 학위 및 중등 과학교사 자격을 위한 취소 이수학점 그리고 일반 및 과학 교육 관계 과목에 대해 조사하였다. 특별히 과학교육관계 과목에 대해서는 상세하게 필수 및 선택 과목 수와 학점, 대상 학생과 교수, 과목의 목표, 내용, 교육 자료와 평가 방법 등을 조사 분석하였다. 또한 설문의 두 번째 범주인 과학교육 과목 담당 교수의 중등 과학 교사 양성 교육과정에 대한 일반적인 의견과 과학 교육 과목에 대한 구체적 의견을 종합 분석하였다. 이러한 실태 조사와 의견 분석을 바탕으로 과학 교육 과목의 총 이수 학점에 대한 비율, 과목수와 명칭 그리고 교육 내용의 기본적 사항을 제시함으로써 자료개발과 실제 지도를 위한 모형적 연구를 수행하였다.

• Proceedings of the Korea Water Resources Association Conference
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• 2021.06a
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• pp.36-36
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• 2021

최근 기후변화로 인한 집중홍우 등으로 홍수 등 재난이 증가하고 있으며, 이를 과학적으로 조사하고 분석하기에는 공간적으로 범위가 넓다. 특히, 미계측유역은 자료를 수집하고 정량적으로 분석 및 예측하는 데에는 한계가 많은 실정이다. 따라서 본 연구에서는 위성영상 자료를 활용하여, 하천폭, 수면경사, 수위 등 자료를 추출하고, 이를 유량조사를 수행한 지점의 자료와 비교하여 수리 기하적 상관성을 분석하였다. 특히, 하도특성을 고려하여 중·하류로 구분하고 유량과 수리기하 학의 관계를 분석하였다. 위성영상 중 취득이 용이한 Sentinel 자료를 선별하여 수리특성인자를 추출하였다. 영상자료의 해상도가 20 m이며, 자료의 한계에 따른 하천폭, 경사, 수위에 대한 유효 기준을 제시하고 경사가 완만하고 하폭이 넓은 대하천에 적용하였다. 그리고, 하천수리인자 특성을 입력변수로 하는 유량을 추정하기 위한 회귀모형을 구축하고, 모의유량과 실측유량을 비교하여 그 적용성을 평가하였다. 개발된 모형은 규모가 유사한 시험유역을 미계측 유역으로 간주하여 평균제곱근오차(RMSE) 와 평균절대오차(MAE)를 이용하여 정확도를 추정하였다. 본 연구를 통해 주요하천의 수리기하 특성을 통계화하고 유량과의 특성을 도출하여 국내하천의 특성을 범주화 할 수 있었고, 미계측 유역에서의 유량을 원격탐사와 같은 간접적인 방법을 통해 추정하고 적용할 수 있을 것으로 기대된다.

• Journal of the Korea Society of Computer and Information
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• v.17 no.11
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• pp.207-214
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• 2012

This study tried to propose an optimal instruction-learning model for the cyber home learning system2.0 through grounded theory. In-depth interviews were conducted to investigate causes of underachievement and the causes were categorized according to common concepts. A total of 25 causes of underachievement could be grouped into four categories and eight sub-categories, as a result. Underachievers, then, participated in the lessons utilizing the cyber home learning system2.0 and their cognitive change process about learning was analyzed from reflectional journals and in-depth interviews with a teacher. It was found that underachievers were participated in learning by passing through 5 processes; adaptation to the cyber home learning system2.0, basic knowledge learning, task implementing, rounds of group discussions, feedbacks and evaluation. Based on analysis of these five processes, this study proposed a conditional matrix for the cyber home learning system 2.0 as the most personalized model for underachieving students.

• KSCE Journal of Civil and Environmental Engineering Research
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• v.37 no.4
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• pp.705-716
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• 2017

As many environmental pollution problems have arisen, various studies related to the environmental evaluation have been carried out in the construction industry. However, there is no methodology for estimating the environmental load quickly for design alternatives of civil facilities in the design phase. This study aim to establish criteria of works information and designed parts which can efficiently estimate environmental loads of PSC beam bridge based on standard quantity at the early design phase. For this purpose, a detailed environmental loads database was constructed by performing Life Cycle Assessment (LCA) based on detailed design data of 25 bridges. In addition, major work with high impact on environmental load were selected, and the analysis of characteristics of environmental load according to the required materials and 8 impact categories were conducted. As a result, the superstructure accounted for 42.91%. In the superstructure, remicon of the material base and PSC beam work occupied 53.13% and 31.25%. In the substructure, remicon, rebar, and cement, which are material base, accounted for more than 93%. It is expected that this major work and material information for each part of bridge can be utilized in the construction of the model, which can estimate the approximate environmental load, reflecting the characteristics of the structure in the design phase.

• Journal of The Korean Association For Science Education
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• v.28 no.4
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• pp.350-358
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• 2008

The purpose of this study was to investigate the effects of interview with a scientist and engineer on service performance assessment on science career orientation and image of scientists. Science track students in the 11th grade carried out the interviews and made powerpoint presentations. After the students' presentation in the chemistry class, the teacher made comments on the contents of the interviews. Students gave presentation in each class for a year. Before starting this assessment, students took science career orientation questionnaire and DAST (draw-a-scientist-test). These two tests were conducted again at the end of the year. The results of this study showed that there was no significant difference between pre- and post-test score for the science career orientation. However, a significant difference was observed in the 'preference for science learning' category. These results showed that the career decision of a high school student has already been fixed rigidly. On the other hand, there was a significant difference (p < 0.01) between pre- and post-test on the image of scientists. This demonstrated that the stereotypic image for a scientist was reduced by the interview performance assessment and that, students came to have an affirmative perception of scientists on service.