• Title/Summary/Keyword: a model validity

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A Design of Intelligent and Evolving Receiver Based on Stochastic Morphological Sampling Theorem (Stochastic Morphological Sampling Theorem을 이용한 지능형 진화형 수신기 구현)

  • 박재현;이경록송문호김운경
    • Proceedings of the IEEK Conference
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    • 1998.06a
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    • pp.46-49
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    • 1998
  • In this paper, we introduce the notion of intelligent communication by introducing a novel intelligent receiver model. This receiver is continually evolving and learns and improves in performance as it compiles its experience over time. In digital communication context, in a typical training mode, it jearns the concept of "1" as is deteriorated by arbitrary (not necessarily additive as is typically assumed) disturbance and /or modulation. After learning "1", in test mode, it classifies the received signal "1" and "0" almost completely. The intelligent receiver as implemented is grounded on the recently introduced Stochastic Morphological Sampling Theorem(SMST), a distribution-free result which gives theoretical bounds on the sample complexity(training size) needed for the required performance parameters such as accuracy($\varepsilon$) and confidence($\delta$). Based on this theorem, we demonstrate --almost irrespective of channel and modulation model-- the number of samples needed to learn the concept of "1" is not too "large" and the resulting universal receiver structure, that corresponding to classical Nearest Neighbor rule in Pattern Recognition Theory, is trivial. We check the surprising efficiency and validity of this model through some simple simulations. and validity of this model through some simple simulations.

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Analysis of Korean Nursing Studies Applied for the Transtheoretical Model (Transtheoretical Model을 적용한 국내 간호연구 분석)

  • Lee, Eun-Hyun;Kim, Jin Sun;Jung, Young Hae
    • Korean Journal of Adult Nursing
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    • v.19 no.4
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    • pp.567-582
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    • 2007
  • Purpose: The purpose of this study was to explore the utilization of the Transtheoretical Model(TTM) for Korean nursing studies on health behaviors and identify the strategies for improvement of further studies. Methods: From a main and seven branch journals on the Korean Society of Nursing Science, a total of 26 studies, which had been conducted based upon the TTM, were selected. The selected studies were analyzed from the September of 2006 to the February of 2007 by the criteria; name of journal, year of publication, health behavior, population, sampling, sample size, research design, instrument (translation process, reliability and validity), and statistical analysis. Results: TTM on the Korean nursing studies was mainly applied for smoking cessation or exercise with elderly or middle aged women. The research findings could not be generalized with the limitation of the use of non representative samples. The most frequently used research design was a cross-sectional survey. Some studies had a lack of reliable and valid instruments, so that the internal validity of the study findings may be threatened. Statistically related problems increased type I error and decreased power. Conclusion: Korean nursing studies based on TTM can be the beginning stage in quality and quantity.

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Development and Validation of TPACK Measurement Tool for Mathematics Teachers (수학교사의 테크놀로지 교수 내용 지식(TPACK) 측정 도구 개발 및 타당화)

  • Lee, Da-Hee;Whang, Woo-Hyun
    • The Mathematical Education
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    • v.56 no.4
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    • pp.407-434
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    • 2017
  • The purpose of this study is to develop and verify the TPACK measurement tool for middle and high school mathematics teachers in the Korean context. Also, by clarifying the relationship between subordinate factors of Mathematics teachers' TPACK, an attempt was made to provide suggestions on the designs and directions for the in-service and pre-service teacher education and the programs for improving mathematics teachers' TPACK in the future. In order to achieve this goal, TPACK factors of mathematics teachers were extracted by reviewing literature on PCK, MKT, and TPACK. Then, content validity, basic statistical survey, reliability verification, exploratory factor analysis, confirmatory factor analysis, and structural equation model verification were conducted sequentially. At first, preliminary analysis was carried out on 79 mathematics teachers, and 76 items excluding the items with extreme value and reliability were included in the basic statistical analysis. And secondly, an exploratory factor analysis was conducted on 376 mathematics teachers, and this instrument consisted of 7 subordinate factors(CK, PK, TK, PCK, TCK, TPK, TPACK) and 61 items. Also by conducting confirmatory factor analysis and structural equation model test with 254 mathematics teachers, the measurement tool was confirmed the validity and reliability through statistically significant analysis. Then, the importance of integrated knowledge was confirmed by looking at the relationship between the TPACK factors of in-service mathematics teachers. The integrated knowledge(PCK, TCK, TPK) has played a crucial role in the formation of TPACK rather than the knowledge of CK, PK, and TK alone. Finally, the validity of TCK was confirmed through the structural equation modeling of TPACK. TCK not only directly affected TPACK, but also indirectly through TPK. According to these affirmative results, this measurement tool is claimed to be suitable for measuring the factors of Mathematics teachers' TPACK, and also the structural equation model can be regarded as a suitable model for analyzing the structural relationship of mathematics teachers' TPACK.

A Study on the Factors Affecting Perceived Value of PB, Retailer Credibility and PB Purchase Intention

  • Min-Jung, KANG
    • Journal of Distribution Science
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    • v.21 no.2
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    • pp.103-110
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    • 2023
  • Purpose: The high-end and variety of recently released items are driving the growth of the distribution industry, which is the purpose of private brand (PB) products. Because PB shortens the distribution process and lowers marketing expenses, such as those associated with various commercials, more people will buy PB while paying lower retail prices. The goal of this study is to make the case that PB can be positioned successfully by determining the influence and direction of each individual constituent concept on how product and store attributes (perceived price, image of retail store) affect the perceived value of PB and the legitimacy of retailers. Research design, data and methodology: The gathered data were examined using PLS-SEM using Smart PLS 3.0 in order to analyze the research model of this study. Internal consistency was verified to demonstrate the measurement model's dependability, and extensive validity analysis, discriminant validity, and analysis were performed to verify the validity. Conclusion: This researcher attempted to gather diverse understandings and viewpoints on PB trends in addition to understanding the existing state of PB products. It is meant to be a unique and successful plan in the PB Brands' marketing strategy. By understanding the brand's value proposition aspects, it is hoped to determine how PB influences brand attitudes based on the findings of this study.

The Development of a Homecare Nursing Assessment Tool for Terminal Cancer Patients (말기암환자의 가정간호 사정도구 개발)

  • Kim, Hae-Young;Chung, Hyun-Suk;Jeon, Byoung-Hak;Cho, Young-Yi
    • Journal of Korean Academic Society of Home Health Care Nursing
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    • v.18 no.2
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    • pp.108-117
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    • 2011
  • Purpose: The purpose of this study is to develop a homecare nursing assessment tool for terminal cancer patients, testing the validity and reliability of the tool. Methods: This was a methodological study. The tool was developed in four stages: first, preliminary items were developed based on Gordon' functional health pattern model; second, a panel of specialists reduced the number of preliminary items using validity tests for content; third, final items were selected from the results of a pre-test. Finally, from August 4th, 2011 to August 26th, 2011, reliability and validity were tested using a sample of 125 terminal cancer patients in Seoul and Gyeonggi-do. Results: The final tool consisted of 39 items, with Cronbach's ${\alpha}$ 0.70. Using factor analysis, 10 factors were extracted; the correlation coefficient of these was over 0.3. Conclusion: The tool developed in this study was identified as having a high degree of reliability and validity. Given this, the tool can be effectively utilized for implementing and improving home care for patients with terminal cancer.

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Turkish Version of the Perceived Future Decent Work Securement Scale: Validity and Reliability for Nursing Students

  • Oznur Ispir Demir;Betul Sonmez;Duygu Gul;Sergul Duygulu
    • Safety and Health at Work
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    • v.14 no.3
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    • pp.332-339
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    • 2023
  • Background: The aim of the study was to test the validity and reliability of the Perceived Future Decent Work Securement Scale for Turkish nursing students. Methods: A cross-sectional, methodological study design was used. The study was carried out at three nursing undergraduate programs in Turkey during the academic year of 2020-2021 with 336 senior nursing students. Language validity and content validity analyses were performed for the scale adaptation, followed by confirmatory factor analysis (CFA) for construct validity. The reliability of the scale was determined using the test-retest and Cronbach's alpha internal consistency coefficient. Results: The scale-content validity index score was 0.988. In CFA, all goodness-of-fit indices verified the acceptable fit of the model; its root mean square error of approximation was 0.076; the normed fit index was 0.909; the standardized mean square residual was 0.097; the relative fit index was 0.881; the goodness-of-fit index was 0.915; the adjusted goodness-of-fit index was 0.872 and χ2/df = 2.932. The overall reliability was α = 0.86. The item-total correlations of the scale were above the acceptable level, and the test-retest analysis had a high correlation. The access to healthcare (14.68, SD 3.53) obtained the highest average score, and the adequate compensation (8.52, SD 3.76) was the lowest rated by the senior nursing students. Conclusion: The Perceived Future Decent Work Securement Scale is a valid and reliable scale to assess nursing students' future decent work securement.

Friction Model for Sheet Metal Forming Analysis(Part 2 :Mathematical Model) (박판성형 해석용 마찰 모델(2부:수학적 모델))

  • 금영탁;이봉현
    • Transactions of Materials Processing
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    • v.13 no.5
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    • pp.461-465
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    • 2004
  • Based on the experimental observation, the mathematical friction model, which is an essential information for analyzing the forming process of sheet metal, is developed considering lubricant viscosity, surface roughness and hardness, punch comer radius, and punch speed. By comparing the punch load found by FEM with a proposed friction model with experimental measurement when the coated and uncoated steel sheets are formed in 2-D geometry in dry and lubricant conditions, the validity and accuracy of the developed friction model are demonstrated.

Selective Arbitration Agreement in the multitiered Dispute Resolution Clause (선택적 중재합의와 단계적 분쟁해결조항)

  • 장문철
    • Journal of Arbitration Studies
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    • v.12 no.2
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    • pp.263-302
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    • 2003
  • Since new Korean arbitration law was modeledafter UNCITRAL Model Law on International Commercial Arbitration Law, the judicial review on the arbitral award is at most limited to fundamental procedural justice. Thus, drafting valid arbitration clause is paramount important to enforce arbitral awards in the new legal environment. A losing party in arbitral process would often claim of the invalidity of arbitration agreement to challenge the arbitral award. Especially, the validity of arbitration clause in the construction contracts is often challenged in Korean courts. This is because the construction contracts usually include selective arbitration agreement in multi-tiered dispute resolution clause that is drafted ambiguous or uncertain. In this paper selective arbitration agreement means a clause in a contract that provides that party may choose arbitration or litigation to resolve disputes arising out of the concerned contract. On the hand multi-tiered dispute resolution clause means a clause in a contract that provides for distinct stages such as negotiation, mediation or arbitration. However, Korean courts are not in the same position on the validity of selective arbitration agreementin multi-tiered dispute resolution clause. Some courts in first instance recognized its validity on the ground that parties still intend to arbitrate in the contract despite the poor drafted arbitration clause. Other courts reject its validity on the ground that parties did not intend to resort to arbitration only with giving up their right to sue at courts to resolve their disputes by choosing selective arbitration agreement. Several cases are recently on pending at the Supreme Courts, which decision is expected to yield the court's position in uniform way. Having reviewed recent Korean courts' decisions on validity and applicability of arbitration agreement, this article suggests that courts are generally in favor of arbitration system It is also found that some courts' decisions narrowly interpreted the concerned stipulations in arbitration law despite they are in favorable position to the arbitration itself. However, most courts in major countries broadly interpret arbitration clause in favor of validity of selective arbitration agreement even if the arbitration clause is poorly drafted but parties are presume to intend to arbitrate. In conclusion it is desirable that selective arbitration agreement should be interpreted favorable to the validity of arbitration agreement. It is time for Korean courts to resolve this issue in the spirit of UNCITRAL model arbitration law which the new Korean arbitration law is based on.

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A Study on the Evaluation of an Expert System에s Performance : Lens Model Analysis (전문가시스템의 성능평가에 관한 연구 : 렌즈모델분석)

  • 김충영
    • Journal of Information Technology Applications and Management
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    • v.11 no.1
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    • pp.117-135
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    • 2004
  • Since human decision making behavior is likely to follow nonlinear strategy, it is conjectured that the human decision making behavior can be modeled better by nonlinear models than by linear models. All that linear models can do is to approximate rather than model the decision behavior. This study attempts to test this conjecture by analyzing human decision making behavior and combining the results of the analysis with predictive performance of both linear models and nonlinear models. In this way, this study can examine the relationship between the predictive performance of models and the existence of valid nonlinear strategy in decision making behavior. This study finds that the existence of nonlinear strategy in decision making behavior is highly correlated with the validity of the decision (or the human experts). The second finding concerns the significant correlations between the model performance and the existence of valid nonlinear strategy which is detected by Lens Model. The third finding is that as stronger the valid nonlinear strategy becomes, the better nonlinear models predict significantly than linear models. The results of this study bring an important concept, validity of nonlinear strategy, to modeling human experts. The inclusion of the concept indicates that the prior analysis of human judgement may lead to the selection of proper modeling algorithm. In addition, lens Model Analysis is proved to be useful in examining the valid nonlinearity in human decision behavior.

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The Validity of Activity Participation Assessment for School-Age Children (학령기 아동을 위한 활동 참여 평가도구(Activity Participation Assessment)의 타당도 연구)

  • Kim, Se-Yun
    • The Journal of Korean Academy of Sensory Integration
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    • v.17 no.1
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    • pp.19-29
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    • 2019
  • Objective : The aim of this study was to verify validity of the Activity Participation Assessment for school-age children. Methods : A questionnaire consisting of 30 items from the APA, 75 items from the PACS, and 55 items from the CAPE was administered to elementary school students. A total of 207 questionnaires were analyzed. Confirmatory factor analysis was performed to confirm the construct validity of the APA. Convergence validity and discriminant validity were verified with the average variance extracted (AVE) and the square of the correlation coefficient. The discriminant validity was the Pearson correlation coefficient of the APA, PACS, and CAPE. Results : The results of the analysis were as follows: 1) For construct validity, the goodness of fit of the modified hierarchical second-order factor model was found to be appropriate (p < .001), 2) For convergent validity, the AVE was higher than .50 for all latent variables, 3) For discriminant validity, the AVE of the latent variable was greater than the square of the correlation coefficient (0.239), 4) For concurrent validity, the correlation between the total sum of the APA and PACS scores showed a positive correlation in all domains, and the correlation coefficient ranged from .303 to .647 at a statistically significant level (p < .01), 5) The correlation coefficient between the total sum of the APA and CAPE scores was .490 for recreational activities, .329 for physical activities, .571 for social activities, .401 for skill-based activities, and .390 for self-improvement activities. All domains showed a positive correlation, and were statistically significant (p < .01). Conclusion : APA can be used as a valid assessment tool to measure the participation of school aged children.