• Title/Summary/Keyword: Scoring model

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A Commercial Paper Evaluation Model Based on the AHP (계층분석과정에 의한 기업어음 신용평가모형)

  • 이상석;홍재범
    • Korean Management Science Review
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    • v.15 no.1
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    • pp.97-115
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    • 1998
  • This study aims to develop the methodology based on the AHP(Analytic Hierarchy Process) of evaluation for commercial paper. commercial paper is the ma product of merchant banks. commercial paper evaluation is annually performed by the credit-evaluation agency. Credit evaluation is performed by the informal judgemental system, which has potential to induce serious inconsistencies in decision-making. We present an objective scoring model which does not suffer from the weakness of the subjective judgement system. The model used is illustrated by analyzing the commercial paper evaluation for the 3 motor-companies(H, K and S motors).

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Evaluation of Antioxidative Effects of Lactobacillus plantarum with Fuzzy Synthetic Models

  • Zhao, Jichun;Tian, Fengwei;Yan, Shuang;Zhai, Qixiao;Zhang, Hao;Chen, Wei
    • Journal of Microbiology and Biotechnology
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    • v.28 no.7
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    • pp.1052-1060
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    • 2018
  • Numerous studies suggest that the effects of lactic acid bacteria (LAB) on oxidative stress in vivo are correlated with their antioxidative activities in vitro; however, the relationship is still unclear and contradictory. The antioxidative activities of 27 Lactobacillus plantarum strains isolated from fermented foods were determined in terms of 2,2-diphenyl-1-picrylhydrazyl, hydroxyl radical, and superoxide radical scavenging abilities, reducing activity, resistance to hydrogen peroxide, and ferrous chelating ability in vitro. Two fuzzy synthetic evaluation models, one with an analytic hierarchy process and one using entropy weight, were then used to evaluate the overall antioxidative abilities of these L. plantarum strains. Although there was some difference between the two models, the highest scoring strain (CCFM10), the middle scoring strain (CCFM242), and the lowest scoring strain (RS15-3) were obtained with both models. Examination of the antioxidative abilities of these three strains in $\text\tiny{D}$-galactose-induced oxidative stress mice demonstrated that their overall antioxidative abilities in vitro could reveal the abilities to alleviate oxidative stress in vivo. The current study suggests that assessment of overall antioxidative abilities with fuzzy synthetic models can guide the evaluation of probiotic antioxidants. It might be a more quick and effective method to evaluate the overall antioxidative abilities of LAB.

Composite Measures of Supercomputer Technology

  • Kim, Nam-Gyu;On, Noo Ri;Koh, Myoung-Ju;Lee, JongSuk Ruth;Cho, Keun-Tae
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.13 no.8
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    • pp.4142-4159
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    • 2019
  • We have developed composite measures of supercomputer technology, reflecting various factors of supercomputers using Martino's scoring model. CPUs, accelerators, memory, interconnection networks, and power consumption are chosen as factors of the model. The weight values of the factors are derived based on a survey of 129 domestic and international experts. The measured values are then standardized to integrate measurement units of the factors in the model. This model has been applied to 50 supercomputers, and rank correlation analysis was performed using representative measures. As a consequence, the ranking drastically changes except for the 1st and 2nd supercomputers on the TOP500. In addition, the characteristics of memory and interconnection networks influence the ranking, and the results demonstrate that the proposed model has low correlations with HPL and HPCG but a high correlation with Green500. This indicates that power consumption is an important factor that has a significant effect on the measures of supercomputer technology. In addition, it is determined that the differences between the HPL ranking and the proposed model ranking are influenced by power consumption, CPU theoretical peak performance, and main memory bandwidth in order of significance. In conclusion, the composite measures proposed in this study are more suitable for comprehensively describing supercomputer technology than existing performance measures. The findings of this study are expected to support decision making related to management and policy in the procurement and operation of supercomputers.

수정된 FS방법을 이용한 일반화된 지수생존모형의 추정

  • 하일도;조건호
    • Proceedings of the Korea Society for Industrial Systems Conference
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    • 1999.05a
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    • pp.205-209
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    • 1999
  • 일반화된 지수생존모형(generalized exponential survival model)을 고려하여 이 모형의 모수를 추정하는 수정된 FS(modified Fisher scoring)방법을 제안한다. 이를 위해 우도방정식(likelihood equation)을 유도하고 초기추정치 (initial estimate)를 포함한 추정알고리즘(estimating algorithm)을 개발한다.

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Scaling of the Korean Version of the GMFM

  • Park, So-Yeon;Yi, Chung-Hwi
    • Physical Therapy Korea
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    • v.12 no.4
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    • pp.20-25
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    • 2005
  • The Gross Motor Function Measure (GMFM) is an internationally widely used outcome measure. The aim of this study was to evaluate the structural properties of the Korean version of GMFM using the Rasch Model, with regard to scoring within rehabilitation centers in Korea. GMFM data for 206 children with cerebral palsy were collected from 11 outpatient rehabilitation facilities by 29 pediatric therapists. The Winsteps software was used to refine the rating scale. This study suggests that the scoring categories of the Korean version of the GMFM should be collapsed from 0 (subject does not initiate task), 1 (subject initiates task), 2 (subject partially completes task), 3 (subject completes task) to 0 (subject does not initiate task), 1 (subject initiates or partially completes task), 2 (subject completes task) for better accuracy in estimating the gross motor function of children with cerebral palsy.

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Teratological test of pesticide using medaka embryo (송사리 태아를 이용한 농약기형독성에 관한 연구)

  • 성하정;이해근;정영호;조명행
    • Environmental Mutagens and Carcinogens
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    • v.16 no.1
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    • pp.30-34
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    • 1996
  • This study was performed to examine the availability of using medaka (Oryzias latipes) in teratological test. Medaka embryos were collected within 2 hours post-fertilization and cultured in petri dishes containing buffered saline until hatching. The embryos were treated with 0.56 mg/l chlorpyrifos-methyl and 10 mM methyl methanesulfonate at 20 stages (about 35 hours post-fertilization). Eleven developmental features were selected and observed from 33 stages (about 9 days post-fertilization). Scoring system was developed and applicated for the measurement of potential teratological effects by the test compound. Chlorpyrifos-methyl did not induce teratological effect in medaka embryos. However, we found teratological test using medaka embryo reduced the cost, labors, period and space of experiment significantly compared with teratological study using rodents. Above findings strongly suggest that medaka embryo can be used as a lab animal model for teratogenicity test instead of rodents.

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A Development of Cross-Sell Scoring Model (교차판매(CROSS-SELL) 스코어링 모형 개발)

  • 한상태;강현철;이성건;정요천
    • The Korean Journal of Applied Statistics
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    • v.17 no.2
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    • pp.229-238
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    • 2004
  • Cross-sell models are used to predict the probability or value of a current customer buying a different product or service from the same company. Selling to current customers is one of the easiest way to increase profits and allows companies to carefully manage offers to avoid over-soliciting and possibly alienating their customers. In this study, by using the real database of an insurance company in Korea, we try to explain the steps of actual data mining process. Especially, this study aims to develop cross-sell models to predict the probability which a current customer of automobile insurance buys long-term insurance product.

Scoring Methods for Improvement of Speech Recognizer Detecting Mispronunciation of Foreign Language (외국어 발화오류 검출 음성인식기의 성능 개선을 위한 스코어링 기법)

  • Kang Hyo-Won;Kwon Chul-Hong
    • MALSORI
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    • no.49
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    • pp.95-105
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    • 2004
  • An automatic pronunciation correction system provides learners with correction guidelines for each mispronunciation. For this purpose we develope a speech recognizer which automatically classifies pronunciation errors when Koreans speak a foreign language. In order to develope the methods for automatic assessment of pronunciation quality, we propose a language model based score as a machine score in the speech recognizer. Experimental results show that the language model based score had higher correlation with human scores than that obtained using the conventional log-likelihood based score.

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A Tactical Model for the Economic Justification of Flexible Manufacturing System Installation (유연생산(柔軟生産) 시스템 도입(導入)의 경제적 타당성 평가(經濟的 妥當性 評價)를 위한 전술적(戰術的) 모델)

  • Kim, Seong-In;Kim, Seung-Gwon;Gang, Seok-Hyeon;Park, Tae-Hyeong
    • IE interfaces
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    • v.1 no.2
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    • pp.1-12
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    • 1988
  • A justification methodology which evaluates the tactical aspects of an FMS project is proposed. For evaluation of quantifiable tactical costs/savings a method of internal rate of return on incremental investment is developed while for the tactical ones which are difficult to quantify a weighted factor scoring model is proposed.

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-Reliability Assessment of Nuclear Power Plants Considering the Qualitative Factors under Uncertainty- (원자력발전소에서 정성적 요인을 고려한 신뢰성 평가)

  • 강영식
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.23 no.54
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    • pp.167-177
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    • 2000
  • The problem of system reliability is very important issue in the nuclear power plant, because the failure of its system brings about extravagant economic loss, environment destruction, and quality loss. This paper therefore proposes a normalized scoring model by the qualitative factors order to evaluate the robust reliability of nuclear power plants under uncertainty. Especially, the qualitative factors including risk, functional, human error, and quality function factors for the robust justification has been also introduced. Finally, the analytical reliability and safety assessment model developed in this paper can be used in the real nuclear power plant.

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