• Title/Summary/Keyword: Model-based evaluation

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A Defense Interoperability Evaluation Model for Weapon Systems Considering Technical and Non-Technical Attributes (기술 및 비 기술 요소를 고려한 무기체계 상호운용성 평가 모델)

  • Han, Ik-Joon;Bang, Choon-Sik;Yoon, Gwang-Sik;Cheon, Jae-Young;Kim, Hyung-Gyoon;Cho, Byoung-In
    • Journal of the Korea Institute of Military Science and Technology
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    • v.12 no.4
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    • pp.424-436
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    • 2009
  • In the modern warfield, as the defense systems has been digitalized, intelligent, and working with network, the importance of interoperability among the systems has been also increasing. KMND(Korean Ministry of National Defense) has developed and used the SITES(Systems Interoperability Test & Evaluation System) based on Korean LISI(Levels of Information Systems Interoperability). SITES had been developed in order to evaluate the interoperability among information systems from the viewpoint of technical attributes. In this paper, we propose the extended interoperability evaluation model which can be applied not only the information systems, but also the weapon systems. Moreover, the extended interoperability evaluation model also includes the consideration of non-technical attributes.

TSTE: A Time-variant Stochastic Trust Evaluation Model in Social Networks

  • Li, Jingru;Yu, Li;Zhao, Jia;Luo, Chao;Zheng, Jun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.11 no.6
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    • pp.3273-3308
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    • 2017
  • Building appropriate trust evaluation models is an important research issue for security guarantee in social networks. Most of the existing works usually consider the trust values at the current time slot, and model trust as the stochastic variable. However, in fact, trust evolves over time, and trust is a stochastic process. In this paper, we propose a novel time-variant stochastic trust evaluation (TSTE) model, which models trust over time and captures trust evolution by a stochastic process. Based on the proposed model, we derive the time-variant bound of untrustworthy probability, which provides stochastic trust guarantee. On one hand, the time-variant trust level of each node can be measured by our model. Meanwhile, by tolerating nodes with relatively poor performance, our model can effectively improve the node resource utilization rate. Numerical simulations are conducted to verify the accuracy and consistency of the analytical bounds on distinguishing misbehaved nodes from normal ones. Moreover, simulation results on social network dataset show the tradeoff between trust level and resource utilization rate, and verify that the successful transmission rate can be improved by our model.

A Probabilistic Method Based Protectability Evaluation of Distance Relay in Transmission Networks

  • Zhang, Wen-Hao;Choi, Myeon-Song;Lee, Seung-Jae;Lim, Il-Hyung;Rim, Seong-Jeong
    • Journal of Electrical Engineering and Technology
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    • v.3 no.3
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    • pp.346-353
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    • 2008
  • This paper defines the concept of “protectability” for the performance evaluation of distance relay considering its sensitivity and selectivity. The paper starts from the probabilistic modeling of the errors, and based on this model, a detailed explanation of protectability calculation for each zone of the distance relay is presented. An effect of the Weighting Rate and the Measurement Deviation on the protectability evaluation is also given. By considering this effect, the optimization of relay setting can be realized. The proposed method is applied to a typical model system to show its effectiveness

A Study on the Development of a MOOC Design Model

  • LEE, Gayoung;KEUM, Sunyoung;KIM, Myungsun;CHOI, Yoomi;RHA, Ilju
    • Educational Technology International
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    • v.17 no.1
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    • pp.1-37
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    • 2016
  • The purpose of this study was to develop a MOOC design model that would improve the current practice of MOOC development in Korea by specifying easy-to-use course development procedures and guiding strategies. Following Richey and Klein (2007)'s conceptual model development procedure, the first step was to perform critical review of relevant literature and observe typical MOOC development processes. As a result, the initial model was developed. The second step was to conduct the expert review with five educational technology and MOOC researchers to secure the internal validity of the model. Based on the experts' suggestions, the model was revised and once again reviewed by the same experts. This process resulted in the development of the 2nd version of model. The third step was to carry out external validation research in order to test the effectiveness, efficiency, and usability of the model. A basic model may be confirmed or corrected based on examination of its results. Consequently, the model was elaborated as the final model. In the final model, 6 procedural phases and 9 specific steps were included. The six procedural phases are: Analysis (1st Iteration), Design, Development (Course Development), Implementation, Evaluation, and Analysis (2nd Iteration), a slight variation of ADDIE model. The specific steps include: 1) Goal Setting, 2) Environment Analysis, 3) Content Design, 4) Style Design, 5) Course Development, 6) Implementation Plan, 7) Course Implementation, 8) Summative Evaluation, and 9) Need Reflection. The study concluded with suggestions for further research and application of the MOOC design model.

Trust Evaluation Metrics for Selecting the Optimal Service on SOA-based Internet of Things

  • Kim, Yukyong
    • Journal of Software Assessment and Valuation
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    • v.15 no.2
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    • pp.129-140
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    • 2019
  • In the IoT environment, there is a huge amount of heterogeneous devices with limited capacity. Existing trust evaluation methods are not adequate to accommodate this requirement due to the limited storage space and computational resources. In addition, since IoT devices are mainly human operated devices, the trust evaluation should reflect the social relations among device owners. There is also a need for a mechanism that reflects the tendency of the trustor and environmental factors. In this paper, we propose an adaptable trust evaluation method for SOA-based IoT system to deal with these issues. The proposed model is designed to minimize the confidence bias and to dynamically respond to environmental changes by combining direct evaluation and indirect evaluation. It is expected that it will be possible to secure trust through quantitative evaluation by providing feedback based on social relationships.

Evaluation Factor related to Thinking Skills and Strategies based on Mathematical Thinking Process (수학적 사고 과정 관련의 평가 요소 탐색)

  • 황혜정
    • The Mathematical Education
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    • v.40 no.2
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    • pp.253-263
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    • 2001
  • Developing mathematical thinking skills is one of the most important goals of school mathematics. In particular, recent performance based on assessment has focused on the teaching and learning environment in school, emphasizing student's self construction of their learning and its process. Because of this reason, people related to mathematics education including math teachers are taught to recognize the fact that the degree of students'acquisition of mathematical thinking skills and strategies(for example, inductive and deductive thinking, critical thinking, creative thinking) should be estimated formally in math class. However, due to the lack of an evaluation tool for estimating the degree of their thinking skills, efforts at evaluating student's degree of mathematics thinking skills and strategy acquisition failed. Therefore, in this paper, mathematical thinking was studied, and using the results of study as the fundamental basis, mathematical thinking process model was developed according to three types of mathematical thinking - fundamental thinking skill, developing thinking skill, and advanced thinking strategies. Finally, based on the model, evaluation factors related to essential thinking skills such as analogy, deductive thinking, generalization, creative thinking requested in the situation of solving mathematical problems were developed.

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The Method of Consequence Analysis of the Unconfined Vapor Cloud Explosion Accident by the Continuous Release of Gas-Liquid Flow for the Small and Medium Size Enterprises(SMS) (기-액흐름 연속누출에 의한 개방공간 증기운 폭발사고를 중심으로 중.소규모 사업장을 위한 사고 영향평가 방법)

  • 장서일;이헌창;조지훈;김태옥
    • Journal of the Korean Society of Safety
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    • v.18 no.1
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    • pp.64-70
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    • 2003
  • For the unconfined vapor cloud explosion(UVCE) accident by the continuous release of gas-liquid flow of various saturated liquids in a vessel at ground level, overpressures were estimated by TNT equivalency model with two estimation methods, such as UVCE I model based on a constant release time and UVCEII model based on a real travel time of vapor by dispersion and analyzed with various release conditions. As a simulation result the simple, easy, and correct method of evaluation of consequences of the UVCE accident was proposed by using consequences of UVCE I model and correlation equations for differences of overpressures between UVCE models, so that this evaluation method could be used easily in the small and medium size enterprises without using the dispersion model.

Cognitive Model-based Evaluation of Traffic Simulation Model (교통 시뮬레이션 모텔의 인지공학적 평가에 관한 연구)

  • 강명호;차우창
    • Proceedings of the Korea Society for Simulation Conference
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    • 2002.05a
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    • pp.163-168
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    • 2002
  • The road sign in dynamic traffic system is an important element which affects on human cognitive performance on driving. Web-based vision system simulator was developed to examine the cognition time of the road sign in dynamic environment. This experiment was designed in within-subject design with two factors; vehicle speed and the amount of information of the traffic sign. It measured the cognition time of the road sign through two evaluation methods; the subjective test with vision system simulator and computational cognitive model. In these two evaluations of human cognitive performance under the dynamic traffic environment, it demonstrated that subject's cognition time was affected by both the amount of information of traffic sign and driving speed.

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A Study on Social Impacts of Archives through Outcome-based Evaluation (성과평가에 기반 한 기록관의 사회적 영향 분석 연구)

  • Park, Sungjae
    • Journal of Korean Society of Archives and Records Management
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    • v.17 no.1
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    • pp.73-92
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    • 2017
  • Archives identify and preserve records created by society. By making them available to people, archives can be a means of support to the community. The purpose of this study is to develop a model to measure the social impact of archives. Reviewing findings from previous research on the social impact of archives, this study's model is based on the logic model, an outcome-based evaluation model, given that impact is not only followed by outcomes but can be the outcome itself. The scope of social impact is limited to community empowerment in terms of the applicability of the suggested model. The model, which includes short-, medium-, and long-term outcomes, could be used to measure changes in the knowledge, attitudes, and skills of archive users, and the social engagement of the people who experienced those changes in the community. The proposed model could include final outcomes that indicate the increase of community empowerment according to the civil society engagement. It is expected that the model is validated through applying quantitative and qualitative methodologies to measure the social impact of archives.

Tonality Design for Sound Quality Evaluation in Printer (프린터 음질평가를 위한 순음도 설계)

  • Kim, Eui-Youl;Lee, Young-Jun;Lee, Sang-Kwon
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.22 no.4
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    • pp.318-327
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    • 2012
  • The operating sound radiated from a laser printer includes tonal noise components caused by the rotating mechanical parts such as gear, shaft, motor, fan, etc. The negative effects of the tonal noise components need to be considered in the process of developing a sound quality index for the quantitative evaluation of the emotional satisfaction in terms of psycho-acoustics. However, in a previous paper, it was confirmed that the Aures tonality did not have enough correlation with the results of jury evaluation. The sound quality index based on loudness, articulation index, fluctuation strength has a little problem in considering the effects of rotating mechanical parts on the sound quality. In this paper, to solve the tonality evaluation problem, the calculation algorithm of Aures tonality was investigated in detail to find the cause of decreasing the correlation. The new tonality evaluation model was proposed by modifying and optimizing the masking effect, loudness ratio, and shape of weighting curve based on the basic algorithm of Aures tonality, and applied to two kinds of operating sound groups in order to verify the usefulness of proposed model. As a result, it is confirmed that the proposed tonality evaluation model has enough correlation and usefulness for expressing the tonalness in the operating sounds of laser printers. In the following paper, this results will be used to model the sound quality index as the input data by using the classification algorithm.