• 제목/요약/키워드: credit information

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Nonparametric homogeneity tests of two distributions for credit rating model validation (신용평가모형에서 두 분포함수의 동일성 검정을 위한 비모수적인 검정방법)

  • Hong, Chong-Sun;Kim, Ji-Hoon
    • Journal of the Korean Data and Information Science Society
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    • v.20 no.2
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    • pp.261-272
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    • 2009
  • Kolmogorov-Smirnov (K-S) statistic has been widely used for testing homogeneity of two distributions in the credit rating models. Joseph (2005) used K-S statistic to obtain validation criteria which is most well-known. There are other homogeneity test statistics such as the Cramer-von Mises, Anderson-Darling, and Watson statistics. In this paper, these statistics are introduced and applied to obtain criterion of these statistics by extending Joseph (2005)'s work. Another set of alternative criterion is suggested according to various sample sizes, type a error rates, and the ratios of bads and goods by using the simulated data under the similar situation as real credit rating data. We compare and explore among Joseph's criteria and two sets of the proposed criterion and discuss their applications.

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A Study on Improvements of Merchant Fees System for Credit Cards Currencies based on International Comparison (국제간 신용카드 가맹점 수수료 비교를 통한 한국의 수수료 개선방안 연구)

  • Kim, Sang-Bong;Noh, Jae-Whak
    • International Commerce and Information Review
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    • v.15 no.2
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    • pp.189-206
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    • 2013
  • In this paper, we investigate if the new merchant fee system has problems. The fee was fixed by government policies and there were no processes of listening to market participants. Therefore, we suggest improvements as follows. First, large-sized stores take burdens for the rest of stores so credit card companies and the government should try to minimize the increasing rate for large-sized stores. Second, credit card firms need to give VAN companies roles of stabilizing authorizing processes. Third, periodic update requires because of credibility. Fourth, contents of merchant fee should be disclosed to merchants. Fifth, there needs discussions for merchant fees of debit cards.

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Fuzzy Indexing and Retrieval in CBR with Weight Optimization Learning for Credit Evaluation

  • Park, Cheol-Soo;Ingoo Han
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 2002.11a
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    • pp.491-501
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    • 2002
  • Case-based reasoning is emerging as a leading methodology for the application of artificial intelligence. CBR is a reasoning methodology that exploits similar experienced solutions, in the form of past cases, to solve new problems. Hybrid model achieves some convergence of the wide proliferation of credit evaluation modeling. As a result, Hybrid model showed that proposed methodology classify more accurately than any of techniques individually do. It is confirmed that proposed methodology predicts significantly better than individual techniques and the other combining methodologies. The objective of the proposed approach is to determines a set of weighting values that can best formalize the match between the input case and the previously stored cases and integrates fuzzy sit concepts into the case indexing and retrieval process. The GA is used to search for the best set of weighting values that are able to promote the association consistency among the cases. The fitness value in this study is defined as the number of old cases whose solutions match the input cases solution. In order to obtain the fitness value, many procedures have to be executed beforehand. Also this study tries to transform financial values into category ones using fuzzy logic approach fur performance of credit evaluation. Fuzzy set theory allows numerical features to be converted into fuzzy terms to simplify the matching process, and allows greater flexibility in the retrieval of candidate cases. Our proposed model is to apply an intelligent system for bankruptcy prediction.

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A Case Study on Complying Requirements of the Description of the Goods in Documentary Credit Transactions (화환신용장거래에서 물품명세의 일치성요건에 관한 사례연구)

  • Kim, Jong-Chill
    • International Commerce and Information Review
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    • v.10 no.3
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    • pp.239-261
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    • 2008
  • Documentary credit transactions are judged by the principle of strict compliance. The compliance of the tendered documents with the credit's teams ensures the proper completion of the underlying transaction. But if the documents tendered by beneficiary differ, a discrepancy of documents occurs. Such a discrepancy raises difficult problems for the bank to which the documents are tendered. It has to decide whether to reject or accept them or to accept them under a protective mechanism. Therefore, this study is to examine the case study of complying presentation of the description of the goods in documentary credit through the Korean Supreme Court Cases. The objectives of this paper are as follow : 1. To examine two point of views on document compliance such as strict compliance and substantial compliance. 2. To analyze Korean Case Law which challenges the legal conclusions, standard for examination of documents and New ISBP. 3. To draw out the criterion for conformity and discrepancy of description in invoices and WC and to provide the guidelines for determining the nature and extent of an issuing bank's duty of documentary compliance. 4. Finally to suggest some implications through the Korean case law. By using the examination standards for description of goods suggested in Korean Case Law and New ISBP, the traders will be able to prepare documentation more perfectly and document checkers will be able to examine the negotiation documents more easily.

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Development of educational software for coarse classifying and model evaluation in credit scoring (개인신용평점에서 항목그룹화와 모형평가를 위한 교육용 소프트웨어의 개발)

  • Jung, Ki-Mun
    • Journal of the Korean Data and Information Science Society
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    • v.21 no.6
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    • pp.1225-1235
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    • 2010
  • The coarse classifying procedure in credit scoring splits the values of a continuous characteristic into bands and the values of a discrete characteristic into groups of values. Also, the scorecard degrades over time and thus we should adjust the cut-off score being used. However, the coarse classifying and the adjustment of cut-off score in credit scoring are very complicate and troublesome procedure. Thus, in this paper, we develop a software for the coarse classifying and the model evaluation by using Visual Basic Language. By using the developed software, we can find the best split in the coarse classifying and the optimal cut-off score in the model evaluation.

Class homogeneous tests with correlation (상관관계가 존재하는 등급별 동질성 검정방법)

  • Hong, Chong Sun;Lee, Na Young
    • Journal of the Korean Data and Information Science Society
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    • v.24 no.1
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    • pp.73-83
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    • 2013
  • Among class quantitative tests for the credit rating systems, the credit rating tests for calibration are to test the class homogeneous differences between observed and predicted probabilities. For one time period, binomial test and chi-square test are included, and normal test and extended traffic lights test are also contained for several time peroids. In this work, we consider real data in which there exists correlation among variables, so that these test methods could be applied to the credit rating systems as well as various kinds of the class data such as BWT data and FSI data.

A Study on the Effects of Job Characteristics of the Credit Union on the Employee's Service Quality (신용협동조합의 직무특성이 개인의 인적서비스 질에 미치는 영향에 관한 연구)

  • 양화석
    • Journal of the Korea Society of Computer and Information
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    • v.6 no.3
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    • pp.113-121
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    • 2001
  • The employee's are one of the most important parameters determining the success of orga as they have profound influence on the existence, growth and the development of an orga The importance of the workers in the credit unions prompted studies on the human re management. The credit unions are currently facing the impending needs not only to retain t also to help them grew in the organization, as their business prospects are becoming incr shaky. Therefore, this study was conducted to provide suggestion for a future research by estab human relations among the staff members in terms of factors affecting the quality of personal they provide centering on the influence caused by such factors. According1y this study presented the method to improve personal service provided b employees of the credit union by working out problem revealed by previous researches and more developed study results

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An Empirical Study on the Influence of the Korean Short-term Export Loan System & Medium and Long-term Export Loan System upon Korean Export in WTO/OECD (WTO/OECD하에서 공적수출기관인 한국수출입은행의 단기 및 중장기 수출자금 대출지원제도가 수출에 미치는 영향에 미치는 영향에 관한 실증연구)

  • Lee, Eun-Jae
    • International Commerce and Information Review
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    • v.7 no.3
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    • pp.247-268
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    • 2005
  • In this study, I analysed the influence of the Korean Officially Supported Export Credit System upon Improvement upon Korean Export, investigated Korean Officially Supported Export Credit System focussing on the Short-term Export Loan System & Medium and Long-term Export Loan System in Korea Eximbank and sought for the measures overcoming problems therewith. In my research I started from a basic model analyzing Short-term Export Loan & Medium and Long-term Export Loan using added several variables that have effect on export such export relative price, world income and the amount of post-shipment credit bank guarantee. As a result, amount of Short-term Export Loan & Medium and Long-term Export Loan, world income and export relative price showed expected responses and Short-term Export Loan was significant. In case of amount of Short-term Export Loan System was statistical significance.

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A Study on the Foreign Export Credit Agency - Focused on the U.S.A., France, Japan, and Canada - (외국의 공적수출신용기관에 관한 연구 - 미국, 프랑스, 일본, 캐나다를 중심으로 -)

  • Kim, Chang-Mo
    • International Commerce and Information Review
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    • v.10 no.4
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    • pp.533-551
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    • 2008
  • Export Credit Agency(ECA) plays a role of importance in international trade and investment flows. The first ECA, the Export Credits Guarantee Department(ECGD) of the United kingdom, was established in 1919. Its original purpose was to encourage and support exports that would not otherwise have taken. Similar motivations led to the establishment, most of those in operation today. Their traditional role is to support and encourage exports and outward investment by insuring international trade and investment transactions, and in some cases by providing trade finance directly. ECA come in all shapes and sizes, and there in no such thing as a typical ECA model. Most of them insure both political and commercial risks on exports and until the last decade. They operated as government entities or on the account of their government, and many of them have changed and are still changing. This study focuses and analyzes the changes of those four major countries' ECAs, which are the U.S.A.(EXIM), France(COFACE), Japan(JBIC), and Canada(EDC).

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Performance analysis for dynamic weight allocation of xen credit scheduler (Xen credit 스케줄러에서의 동적 가중치 할당을 위한 성능 측정 방식 제안)

  • Lee, Tae-Hun;Hong, Cheol-Ho;Yoo, Chuck
    • Proceedings of the Korean Information Science Society Conference
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    • 2010.06b
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    • pp.406-409
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    • 2010
  • Xen의 credit 스케줄러는 서버 환경에서 도메인들의 스케줄링을 위해 설계되었다. 서버 환경의 도메인들은 네트워크 및 disk I/O가 워크로드의 대부분을 차지하지만 클라이언트 환경에서는 CPU를 포함한 다양한 워크로드의 비중이 높은 도메인들이 존재한다. 따라서 정적으로 가중치를 할당하는 경우 이러한 클라이언트 환경의 도메인들을 효과적으로 스케줄링 하기 어렵기 때문에 본 논문에서는 가중치를 동적으로 할당하는 방법을 제안하고, 보다 정확한 가중치 할당을 위한 성능 측정 방법을 연구하고자 한다.

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