• 한국컴퓨터정보학회논문지
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• 제21권4호
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• pp.63-71
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• 2016

This paper is about applying efficient data mining method which improves the score calculation and proper building performance of credit ranking score system. The main idea of this data mining technique is accomplishing such objectives by applying Correlation based Feature Selection which could also be used to verify the properness of existing rank scores quickly. This study selected 2047 manufacturing companies on KOSPI market during the period of 2009 to 2013, which have their own credit rank scores given by NICE information service agency. Regarding the relevant financial variables, total 80 variables were collected from KIS-Value and DART (Data Analysis, Retrieval and Transfer System). If correlation based feature selection could select more important variables, then required information and cost would be reduced significantly. Through analysis, this study show that the proposed correlation based feature selection method improves selection and classification process of credit rank system so that the accuracy and credibility would be increased while the cost for building system would be decreased.

• 국제학술발표논문집
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• The 6th International Conference on Construction Engineering and Project Management
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• pp.683-684
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• 2015

Project Financing (PF) is the long-term financing of infrastructure and industrial projects based upon the projected cash flows of the project rather than the balance sheets of its sponsors. However, the financial institution, the subject of financing in the case of PF in Korea, the lack of validation system of business, rather than to assess the feasibility of the project, requested a credit reinforcement to the construction company, the fact is Construction Company on loans of the employer is the guarantor or debt argument commitments accordingly. As a result, PF contingent liabilities, which are indirect debt, are triggered in the construction company, not included in the financial statements, along with the disclosure standards established according to 2009 PF contingent liabilities, and major can be a management item. In this study, PF contingent liabilities is of Pearson of the index and the PF debt ratio showing the main financial ratios and risk by classifying the credit rating and contractors Ranking of construction companies in order to analyze the impact on the financial condition of the company was performed correlation analyzes, through the Pearson correlation coefficient analysis indicated quantitative or negative relationship to derive the explicit indication.

• International Journal of Quality Innovation
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• 제5권1호
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• pp.34-42
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• 2004

In the traditional use of conjoint analysis, in order to evaluate the relative importance of several elements composing a service, interviewed customers are asked to express their judgement about different scenarios (specific combinations of elements). In order to reduce the number of possible scenarios, design of experiments methodology is usually exploited. Previous experiences show that, even a limited number of proposed scenarios cause difficulty in answering for the interviewed customer if the scenarios differ for elements of very low interest to him/her. Consequently, a high rate of abandon of the interview has been observed. In this study it is assumed that a service can be decomposed in several improvable elements and/or enriched with new "optionals". In both cases, what under study is assumed to be a set of dichotomous attributes. For each of these attributes, its marginal contribution to customer satisfaction has to be modelled and estimated. To obtain the required information, an opportune questionnaire is proposed to a sample of interviewed customers. An interviewing procedure consisting in a customer driven design of scenarios is followed, starting from the full-optional scenario and eliminating one by one the less satisfying elements. For each interviewed customer, a ranking of attributes is so obtained. Then, by asking the interviewed customer to evaluate on a metric scale the scenarios he previously selected, a rating of attributes can also be obtained. A case study conducted in collaboration with a public transportation company is presented. Contrarily to previous experiences, the abandon rate proved extremely reduced.y reduced.

• International Journal of Computer Science & Network Security
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• 제21권12spc호
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• pp.513-520
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• 2021

The purpose of the article is to study the impact of digitalization on the transformation of the banking system, taking into account current innovative development trends. The article analyzes the impact of key factors on the development of the digital economy. Ukraine's ranking positions in terms of digital competitiveness are shown. The necessity of using digital technologies in the sphere of banking activity is substantiated. The dynamics of changes in the number of operating banks in Ukraine is analyzed. The directions of introduction of information technologies in the sphere of banking activity are determined. An analysis of changes in the share of the population of individual EU member states that use the Internet for Internet banking. It is noted that modern transformation trends, digitalization of the economy have a significant impact on the landscape of the banking sector, in this context, the rating of Ukrainian banks in the categories of "Internet Banking" and "Mobile Banking". The advantages and disadvantages of using the capabilities of Internet banking are identified. Based on the study, the importance of expanding the boundaries of digitalization of the domestic banking system is substantiated, which will further increase the level of availability of online services in the field of banking. Prospects for further research are identified in the study of the impact of digitalization on the development of the banking system of foreign countries.

• International Journal of Computer Science & Network Security
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• 제21권5호
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• pp.183-191
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• 2021

The advanced development of the world's economies requires a detailed study of the impact of factors on the level of digitalization, to ensure economic growth and promote the use of information and communication technologies in the digital economy. Digitalization of the world's economies is ensured through the implementation of relevant regulations and policy decisions to implement public policy and strategy of the digital economy. The purpose of the study is to establish the pattern of the impact of factors on the level of digitalization of world economies by conducting a regression analysis to reflect the dependence of the impact of factors on the level of digitalization in 25 economies (by IMD digital competitiveness), to check the level of digitalization of the world's economies. It is necessary to analyze the ranking of countries in the world according to the DiGiX Index, IMD, and DESI Digital Competitiveness Rating. Research methods: information synthesis method; regression analysis; systematization, and generalization. Results. It was found that because of regression analysis, the value of the coefficient of determination indicates that the regression model by 78% explains the relationship between future readiness of countries to implement digital technologies and information and communication technologies, but there are still a small number of other factors not included in the regression model. It is determined that the greatest progress among EU member states for the period 2015-2020 according to the DESI index belongs to Ireland, the Netherlands, Malta, and Spain. It is established that Estonia, Spain, and Denmark are in the lead in the DESI rating, in terms of e-government implementation. The study found that the impact of factors on the level of digitalization of world economies contributes to solving current economic problems through further implementation of information and communication technologies and improving legislation in the digital economy, which will ensure the implementation of effective digital policy. It is established that ensuring the appropriate level of digitalization of the world's economies should solve the problems in the digital economy sector faced by governments and businesses, which requires the implementation of measures to regulate and ensure the continued operation of the digital economy.

• 기술혁신학회지
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• 제19권1호
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• pp.191-229
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• 2016

우리나라 국가연구개발사업의 규모가 꾸준히 증가하면서 국가 R&D 예산의 투자 효율성 효과성 제고 필요성에 대한 꾸준한 논의가 이루어져 왔다. 따라서 국가연구개발사업의 효율성 효과성 제고를 위한 성과평가체계 구축에 노력하고 있으며 국가연구개발사업 상위평가 결과와 차기 년도 예산배분과의 연계를 명문화한 것이 대표적인 제도이다. 그러나 '국가연구개발사업 상위평가 결과 우수 등급 이상인 사업은 예산을 증액하며, 미흡 이하의 사업은 감액한다.'는 법 제도상 명문화된 규정과는 다르게 성과평가 결과와 예산배분 간 연계의 실효성에 대해서는 다양한 선행연구를 통해 나타났듯이 엇갈린 평가가 이뤄져 오고 있다. 본 연구에서는 그 간의 논란이 되어온 성과평과와 예산배분구조 연계정책 관련 법 제도적 명문화 규정의 순기능 작동여부에 대해 명확히 실증하기 위해 패널회귀분석 및 정량적 데이터를 활용하여 분석을 추진하였다. 또한 국가연구개발사업 성과평가결과와 예산배분 구조의 연계성을 저해하는 원인에 대해 분석하고 이러한 저해요인 최소화를 통해 성과평가 제도의 체계성 및 평가결과의 신뢰성을 극대화하기 위한 다각적인 고도화 방안에 대해 고찰하였다.

• 한국정보과학회논문지:컴퓨팅의 실제 및 레터
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• 제14권6호
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• pp.567-581
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• 2008

웹의 크기가 폭발적으로 증가함에 따라 인터넷에서 정보를 얻는 수단으로서 검색 엔진의 중요성이 부각되고 있다. 검색 엔진은 사용자에게 최신의 정보를 검색 결과로서 제공하기 위해 웹 페이지를 주기적으로 수집하고 이를 데이타베이스에 저장한다. 웹 크롤러는 이러한 목적으로 웹 페이지를 수집하는 프로그램이다. 대부분의 검색 엔진은 제한된 시간 내에 많은 수의 웹 페이지를 수집하기 위해 다수의 머신을 사용하는 병렬 웹 크롤러를 이용한다. 그러나, 병렬 웹 크롤러의 아키텍처와 세부 구현 방법이 잘 알려져 있지 않기 때문에 실제로 병렬 웹 크롤러를 구현하는 데에 어려움이 많다. 본 논문에서는 병렬 웹 크롤러(parallel web crawler)의 아키텍처와 세부 구현 방법을 제시한다. 병렬 웹 크롤러는 다수의 머신에서 웹 페이지를 병렬적으로 수집하기 위해 조정자(coordinator) 대리자(agent) 구조의 2-티어(tier) 모델을 사용한다. 조정자/대리자 모델은 각 머신에서 웹 페이지를 수집하기 위한 다수의 대리자들과 이 대리자들을 관리하기 위한 하나의 조정자로 구성된다. 병렬 웹 크롤러는 웹 페이지를 수집하기 위한 크롤링(crawling) 모듈, 수집한 웹 페이지를 데이타베이스 로딩 포맷으로 변환하기 위한 컨버팅(converting) 모듈, 수집된 웹 페이지의 중요도를 계산하기 위한 랭킹(ranking) 모듈로 구성된다. 본 논문에서는 병렬 웹 크롤러의 각 모듈들을 설명하고, 세부 구현 방법을 설명한다. 마지막으로, 실험을 통해 병렬 웹 크롤러의 성능을 평가하였다. 실험 결과, 제안된 병렬, 웹 크롤러가 수집해야할 웹 페이지 개수와 머신 개수에 따라 확장 가능함을 보였다.

• 간호행정학회지
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• 제1권1호
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• pp.35-45
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• 1995

This study was designed and carried out to identify the methodologies of the staff evaluation used by the headnurses and their perception on the purpose of the evaluations, and to measure the degree and type of perceived purpose and the degree of implementation of staff evaluation principles into preactice. A hundred and eleven from four general hospitals with 600 beds and over were conveniently sampled. Data were gathered from August 20, through September 10, 1994 ; demographic data of respondents and 'methodologies used for staff evaluation' by questionaires, level of 'perceived purposes of staff evaluation' and level of implementation of the 'principles of staff evaluation into practice' by Likert-type rating scales developed by the researcher. Raw and percentile scores and means were calculated and data were processed further by t-tests and ANOVA. Results are as follows ; 1. Traditional methodlogies : checklists(90.1%) and ranking methods(45.9%) revealed to be the two mostly prefered and used methods. 2. Of the 20 item-descriptions of the 'purpose of staff evaluation': 10 'control, evaluative' and 10 'non-control, developmental' the first(mean=3.19) to the ninth(mean=2.74) in rank order revealed to be the 'control, evaluative purpose', while the tenth in rank order revealed to be the first among the 'non-control, evaluative' item(mean-1.57). 3. Level of purpose of staff evaluation perceived as 'control ; evaluative'(mean=43.76, S.D.=5.01) revealed to be significantly(t=-3.86, p<.05) highter than 'non-control ; developmental'(mean=40.65, S.D.=3.41). 4. Level of implementation of 'staff evaluation principle into practice' revealed to be moderately high(mean=2.40).

• 한국게임학회 논문지
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• 제15권3호
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• pp.151-160
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• 2015

본 논문에서는 망각곡선을 응용한 반복학습시기 설정 및 학습자 수준과 단어 난이도 자동계산 방법이 적용된 영어단어 암기시스템을 소개한다. 우리 시스템은 망각곡선을 사용해서 학습자의 단어암기 횟수에 따라 적절한 반복 주기를 정하고 그 시기에 복습을 요구한다. 학습자가 알고 있는 단어들에 대한 복습시간을 없애고 잊어버릴 확률이 가장 높은 단어들을 우선 적으로 복습하는 것으로 시간을 절약 할 수 있는 것이다. 또 수준에 맞는 난이도의 단어들을 제공함으로써 학습 흥미와 성취도 유지에 기여할 수 있다. 학습자의 수준을 고려하지 않은 난이도의 단어를 무작위로 제공하거나 이미 다른 사람들의 평가에 맞춰진 난이도의 단어들을 제공하는 기존의 시스템과 차별되도록 학습자와 단어 난이도 설정에 온라인 체스게임 랭킹시스템에서 사용하고 있는 "Glicko" 시스템을 적용시켰다. 플레이어간의 대결을 통해서 서로의 실력이 결정되고 매칭되는 이 시스템을 우리는 단어와 사람간의 대결로 시스템에 적용하였다. 그것으로 인해 학습하는 사람의 수준과 단어들의 난이도가 실시간으로 측정되고 학습과정에 반영이 된다. 이 외에 부가적으로 분산학습, 시험형식의 문제풀이의 즉각적인 피드백을 활용하여 영어 단어 암기의 효율성을 극대화 한다.

• International Journal of Computer Science & Network Security
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• 제21권12spc호
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• pp.427-436
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• 2021

The article reveals and theoretically substantiates the trends of foreign language teachers' professional training in universities of Ukraine in terms of European integration, which are systematized in three areas: macro-level (system of education), meso-level (universities) and micro-level (subjects of educational process). The article aims to substantiate the trends of foreign language teacher training in the context of European integration and the main directions of creative use of constructive ideas of European experience in the innovative development of education. The article lights up the system for improving foreign language teacher training in universities, which is based on updated goals, content and approaches to the implementation of basic concepts, principles and features of teacher training in European experience, enable us to improve the quality of teacher training, its competitiveness in the European labor market. In the article developed the conceptual model of strategic development of the university in the conditions of European integration. It is emphasized that information technologies provide great opportunities for the development of professional skills and intellectual potential of future professionals. At present, the computerization of the educational process in higher education institutions is considered as one of the first and most promising areas for improving the quality of education. The article offered directions of internationalization of educational activity of university in the conditions of European integration. Diagnostic tools for the development of the university in terms of integration into the European educational space, individual rating and ranking of structural units of the university have been developed; main directions of activity of the laboratory of the skill of the teacher of higher school and methodical recommendations on the creation and the organization of work of scientific laboratories.