• Title/Summary/Keyword: Model-based evaluation

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A Study of Software Quality Evaluation Using Error-Data (오류데이터를 이용한 소프트웨어 품질평가)

  • Moon, Wae-Sik
    • Journal of The Korean Association of Information Education
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    • v.2 no.1
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    • pp.35-51
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    • 1998
  • Software reliability growth model is one of the evaluation methods, software quality which quantitatively calculates the software reliability based on the number of errors detected. For correct and precise evaluation of reliability of certain software, the reliability model, which is considered to fit dose to real data should be selected as well. In this paper, the optimal model for specific test data was selected one of among five software reliability growth models based on NHPP(Non Homogeneous Poission Process), and in result reliability estimating scales(total expected number of errors, error detection rate, expected number of errors remaining in the software, reliability etc) could obtained. According to reliability estimating scales obtained, Software development and predicting optimal release point and finally in conducting systematic project management.

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A multi-item measurement scale of healthcare service quality: an evaluation indicators of healthcare certification (의료서비스 품질 측정 요인: 의료서비스 인증 평가지표를 중심으로)

  • Choe, Byung-Don;Lee, Don-Hee;Yoon, Sung-Dae
    • Journal of Korean Society for Quality Management
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    • v.40 no.3
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    • pp.381-393
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    • 2012
  • Purpose: Considering various measurements for healthcare service quality, the purpose of this study is to examine measurement items for healthcare service quality (HCSQ) based on previous study and service quality evaluation institutions in the international community. Methods: The proposed research model was tested using measurement analysis, based on data collected from 387 respondents in the selected hospital with more than 500 beds in South Korea. Results: The results of the study shed insights about the relative importance of quality items as degree of improvements of care services tangible, safety, efficiency, and empathy. Also, the study provides new measurement model for healthcare service quality. Conclusion: Healthcare organization thrives to find the key factors for improving quality of care and service that meet customers' needs and expectations.

A Study on Nodal Probabilistic Reliability Evaluation at Load Points (각 지역별 확률론적 신뢰도 평가에 관한 연구)

  • Kim, Hong-Sik;Moon, Seung-Pil;Choi, Jae-Seok;Cha, Jun-Min
    • Proceedings of the KIEE Conference
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    • 2001.07a
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    • pp.206-209
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    • 2001
  • This paper illustrates a new method for reliability evaluation at load points in a composite power system. The algorithm includes uncertainties of generators and transmission lines as well as main transformers at substations. The CMELDC based on the new effective load model at HLII has been developed also. The CMELDC can be obtain from convolution integral processing of the outage capacity probabilistic distribution function of the fictitious generator and the original load duration curve given at the load point. The CMELDC based on the new model at HLII will extend the application areas of nodal probabilistic production cost simulation, outage cost assessment and reliability evaluation etc. at load points. The characteristics and effectiveness of this new model are illustrated by a case study of a small test system.

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Development of Risk Evaluation Models for Railway Casualty Accidents (철도사상 사고위험도 평가 모델 개발에 관한 연구)

  • Park, Chan-Woo;Kim, Min-Su;Wang, Jong-Bae;Choi, Don-Bum
    • Proceedings of the KSR Conference
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    • 2008.06a
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    • pp.1499-1504
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    • 2008
  • This study shows risk-based evaluation results of casualty accidents for passengers, railway staffs and MOP(Member of public) on the national railway in South Korea. To evaluate risk of these accidents, the hazardous events and the hazardous factors were identified by the review of the accident history and engineering interpretation of the accident behavior. A probability evaluation model for each hazardous event which was based on the accident appearance scenario was developed by using the Fault Tree Analysis (FTA) technique. The probability for each hazardous event was evaluated from the historical data and structured expert judgment. In addition, the severity assessment model utilized by the Event Tree Analysis (ETA) technique was composed of the accident progress scenarios. And the severity for the hazardous events was estimated using fatalities and weighted injuries. The risk assessment model developed can be effectively utilized in defining the risk reduction measures in connection with the option analysis.

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Business Model Evaluation based on WTP Model: Pricing-by-rating(PBR) as the Baseline of Pricing Policy and a Criterion of Business Model Evaluation (WTP모델 기반의 비즈니스모델 평가: PBR, 가격책정과 비즈니스모델 평가기준)

  • Kim, In-Ho Stephen;Ku, Tae-Yong Daniel
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.11 no.2
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    • pp.157-165
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    • 2016
  • To provide the baseline for pricing, this paper proposes pricing-by-rating (PBR) as pricing model at micro-foundations level that can work as the baseline for all pricing models as well as an assessment criterion of business model in all circumstances. It sets up firstly WTP (willingness to pay/purchase) model from explicit needs and develops PBR based on the ordinal scale of the difference between the WTP and the WTS (willingness to supply/sell) by comparing individually the corresponding element/component of a firm's actual marketing mix 4P with that of the best SPEC (solution, price indicator by WTP, encouragement, channel) as an ideal 4P a customer expects and also by comparing the interaction between the 4P and the best SPEC as a whole collectively. And through illustrations it shows its applicability to evaluating business model in practice and finally asserts that PBR works as the baseline for pricing policy and as a criterion of business model evaluation in any circumstances.

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A Study of Shiitake Disease and Pest Image Analysis based on Deep Learning (딥러닝 기반 표고버섯 병해충 이미지 분석에 관한 연구)

  • Jo, KyeongHo;Jung, SeHoon;Sim, ChunBo
    • Journal of Korea Multimedia Society
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    • v.23 no.1
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    • pp.50-57
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    • 2020
  • The work that detection and elimination to disease and pest have important in agricultural field because it is directly related to the production of the crops, early detection and treatment of the disease insects. Image classification technology based on traditional computer vision have not been applied in part such as disease and pest because that is falling a accuracy to extraction and classification of feature. In this paper, we proposed model that determine to disease and pest of shiitake based on deep-CNN which have high image recognition performance than exist study. For performance evaluation, we compare evaluation with Alexnet to a proposed deep learning evaluation model. We were compared a proposed model with test data and extend test data. The result, we were confirmed that the proposed model had high performance than Alexnet which approximately 48% and 72% such as test data, approximately 62% and 81% such as extend test data.

A Grey MCDM Based on DEMATEL Model for Real Estate Evaluation and Selection Problems: A Numerical Example

  • NGUYEN, Phi-Hung;TSAI, Jung-Fa;NGUYEN, Thanh-Tam;NGUYEN, Thi-Giang;VU, Dang-Duong
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.11
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    • pp.549-556
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    • 2020
  • Real estate markets play an essential role in the economic development of both developed and developing countries. Investment decisions in private real estate demand the consideration of several qualitative and quantitative criteria. Especially in Vietnam, demand for housing, apartments are rising which has resulted because of the migration from rural to urban areas. This study aims to determine the influencing factors of the real estate purchasing behavior and then recommend a grey Multi-Criteria Decision Making (MCDM) support model to evaluate real estate alternatives based on a numerical example in Vietnam. A set of essential criteria are identified based on experts' opinion, and the proposed determinants are initial investment, maintenance cost, prestige location, distance to interesting places, parking lot, public transportation, property condition, total area size, number of rooms, and neighbors. The subjective weights were obtained by using the Decision-Making Trial and Evaluation Laboratory (DEMATEL) model, and the Grey Relational Analysis (GRA) technique is employed to prioritize and rank real estate alternatives. The results reveal that this approach can be useful to make purchasing decisions for many kinds of real estate property under uncertain business environments. These findings indicate that the presented hybrid model has advantages in granting flexibility to the preferences of decision makers.

Evaluation Method of Technology Development Project based on Decomposition Approach and Options Thinking (분해접근과 옵션사고에 기반한 기술개발 프로젝트의 평가방법)

  • Cho Kyu-Kab;Moon Byung-Keun
    • Journal of Korea Technology Innovation Society
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    • v.8 no.3
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    • pp.1117-1138
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    • 2005
  • Due to the increasing importance of technology development project evaluation, many evaluation methods have been developed. However, most project evaluation methods are not directly applicable for evaluating performance improvement projects in a manufacturing system. It is due to the fact that the existing project evaluation methods do not deal with the performance evaluation of the system. This paper deals with performance measurement model of a manufacturing system based on decomposition method and evaluation method for technology development project based on options thinking. A case example is discussed to illustrate the process of the proposed evaluation method.

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A study on performance-based evaluation system for NATM tunnels in use: development of evaluation model and validation (공용중인 NATM 터널의 성능중심 평가체계 연구: 평가모형 개발 및 검증)

  • Moon, Joon-Shik;Kim, Hong-Kyoon;An, Jai-Wook;Lee, Jong-Gun
    • Journal of Korean Tunnelling and Underground Space Association
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    • v.22 no.1
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    • pp.107-120
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    • 2020
  • In a performance-based evaluation of structures in use, the current performance is assessed by summing up the weighting of the evaluation indices for each performance. In this study, to suggest a performance-based evaluation technique for NATM tunnels in use, the performance evaluation indices were derived by examining the characteristics and similarities of each index developed from previous study. The weighting of the evaluation indices was derived by calculating the relative importance of each evaluation indices from the AHP analysis. In order to develop a quantitative evaluation model, grading criteria for each performance index was derived through literature review, and performance evaluation tables for road and railway tunnels were presented. In order to verify the significance of the proposed performance evaluation model, the correlation analysis was performed between each evaluation index and the final evaluation result. In the correlation analysis, the survey data measured through precision safety diagnosis in the tunnel in use was applied. It may be said that the proposed evaluation indices, weighting, criteria and evaluation models for tunnels in use can be applied to the performance-based maintenance system of tunnels.

A Method to Evaluate Information System Interoperability Based on Technical Reference Model (기술참조모델 기반의 정보시스템간의 상호운용성 평가 방법)

  • Park, Sung-Bum;Choi, Nam-Yong
    • Information Systems Review
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    • v.5 no.2
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    • pp.183-202
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    • 2003
  • In this paper, we designed an interoperability evaluation system based on technical reference model, HanTRM (Technical Reference Model) and the information technology architecture methodology, TAProcess (Technical Architecture Process). TAProcess provides standardized procedure and methodology for the efficient installation, management and operation of information technology. HanTRM can be used as a referencial basic framework for all organizations which are starting to make technical reference model. We propose a method that utilize HanTRM and a procedure that evaluates interoperability between information systems to design interoperbility evaluation system. So, this interoperbility evaluation system will be more usefully applied to organizations.