• 제목/요약/키워드: Conceptual modeling approach

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Development of Modeling and control Methods for Multi-DOF dielectric polymer actuator

  • Jung, M.Y.;Jung, K.M.;Koo, J.C.;Choi, H.R.;Nam, J.D.;Lee, Y.K.
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2004년도 ICCAS
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    • pp.1225-1228
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    • 2004
  • Principles and mechanism of energy transduction of dielectric polymer materials are well known from the various smart material related publications. However their introduction to industrial actuator applications is limited mainly due to difficulties guarantee controllability and reliability. Most of the previous publications have elaborates energy transduction physics of chunk of polymer while development of construction methods for feasible actuators made of the material is rarely proposed. In the present article, a conceptual design of multi-DOF linear polymer actuator construction that is to be controllable with moderate level of control work os introduced. In addition, numerical models that are developed with a unified energy based approach are presented not only for basic working mechanism analysis of the polymetric soft actuator but for providing analytical foundation to expend the concept toward design of multi-DOF actuator controls.

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문형머시닝센터의 구조해석을 통한 최적화에 관한 연구 (A Study on Optimization for Static Characteristics Analysis of Gantry-Type Machining Centers)

  • 유덕상
    • 한국기계가공학회지
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    • 제14권6호
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    • pp.122-128
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    • 2015
  • Recently, as the demand for high efficiency, multi-function machine tools has increased, domestic machine tool industries are investing in research and development for Gantry-Type Machining centers. In this thesis, for the purpose of evaluating machining accuracy and designing a machine tool structure, a simplified model of the main frame is suggested. The results show the general characteristics of the optimum design, and the approach is shown as practicable for the preliminary design analysis and improvement of a conceptual design of a Gantry-Type Machining center. This paper's results are expected to improve the static characteristics of Gantry-Type Machine centers. The three-dimensional finite element models proved that the modeling method might be applied to real machine tool structures.

The Influence of Virtuality on Social Network: A Multi-level Approach

  • Suh, A-Young;Shin, Kyung-Shik;Kim, Min-Soo
    • 한국경영정보학회:학술대회논문집
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    • 한국경영정보학회 2008년도 춘계학술대회
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    • pp.52-63
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    • 2008
  • Virtuality is a product of the information age, and as it plays a larger role in the activities of individuals, groups and organizations, the issue of how human behavior varies between virtual and physical space has become one of the most important questions facing the management environment of today. The purpose of this article is to examine how virtuality shapes individuals' social relationships within and outside their work groups. We developed a conceptual framework that explores the links between virtuality and social network based on computer-mediated communication theory and social network theory. Using data from 172 individuals of 42 project teams in 5 global business consulting firms, we tested cross-level hypotheses. The results of hierarchical linear modeling (HLM) indicate that virtuality significantly influences individual's internal tie strength as well as external bridging ties. The results also show the effects of virtual process via CMC vary along with the virtual context.

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Input Variable Importance in Supervised Learning Models

  • Huh, Myung-Hoe;Lee, Yong Goo
    • Communications for Statistical Applications and Methods
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    • 제10권1호
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    • pp.239-246
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    • 2003
  • Statisticians, or data miners, are often requested to assess the importances of input variables in the given supervised learning model. For the purpose, one may rely on separate ad hoc measures depending on modeling types, such as linear regressions, the neural networks or trees. Consequently, the conceptual consistency in input variable importance measures is lacking, so that the measures cannot be directly used in comparing different types of models, which is often done in data mining processes, In this short communication, we propose a unified approach to the importance measurement of input variables. Our method uses sensitivity analysis which begins by perturbing the values of input variables and monitors the output change. Research scope is limited to the models for continuous output, although it is not difficult to extend the method to supervised learning models for categorical outcomes.

시스템 다이나믹스와 네트워크 분석과정을 이용한 전략적 의사결정모형 (A Strategic Decision Making Framework - System Dynamics and Analytic Network Process Approach -)

  • 민재형;이영찬
    • 한국경영과학회:학술대회논문집
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    • 대한산업공학회/한국경영과학회 2002년도 춘계공동학술대회
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    • pp.804-808
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    • 2002
  • A strategic decision making needs a sound process modeling to find out the right path of organizational changes; however, dynamic feedback processes involved in a real world business, make it difficult to predict the outcomes of strategic decisions. In this paper, we present a conceptual framework to facilitate strategic decision making process for organizational changes. The framework, which employs the concepts of analytic network process (ANP) and system dynamics (SD), can be used to prioritize various projects under consideration and to make a long-term strategic plan in a constructive manner.

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An Introduction to Causal Mediation Analysis With a Comparison of 2 R Packages

  • Sangmin Byeon;Woojoo Lee
    • Journal of Preventive Medicine and Public Health
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    • 제56권4호
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    • pp.303-311
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    • 2023
  • Traditional mediation analysis, which relies on linear regression models, has faced criticism due to its limited suitability for cases involving different types of variables and complex covariates, such as interactions. This can result in unclear definitions of direct and indirect effects. As an alternative, causal mediation analysis using the counterfactual framework has been introduced to provide clearer definitions of direct and indirect effects while allowing for more flexible modeling methods. However, the conceptual understanding of this approach based on the counterfactual framework remains challenging for applied researchers. To address this issue, the present article was written to highlight and illustrate the definitions of causal estimands, including controlled direct effect, natural direct effect, and natural indirect effect, based on the key concept of nested counterfactuals. Furthermore, we recommend using 2 R packages, 'medflex' and 'mediation', to perform causal mediation analysis and provide public health examples. The article also offers caveats and guidelines for accurate interpretation of the results.

천이 사건 순서의 표현과 정형화 (Specifcation and Farmalization of Transition Event Sequence)

  • 김정술;강병욱
    • 한국정보처리학회논문지
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    • 제5권5호
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    • pp.1204-1215
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    • 1998
  • 이 논문에서 우리는 OARTS(Object based Approach for Real-Time Systems)를 위한 시나리오를 표현하는 방법과 명세언어 및 확인기법을 제안한다. 이 방법은 지금까지 방법론 차원의 시나리오를 다루지 않았기 때문에 일반적인 모델링기법(사건추적도)에 명세언어와 확인방법을 포함한다. 본 논문은 객체에 기초한 통신 인터페이스인 외부 모듈 천이의 동기를 중심으로 내부 액션 천이와 외부 사건들의 열의 표현에 중점을 둔다. 실제의 예를 통하여 제안된 방법이 분석 단계의 요구사항들을 잘 반영하였으며 개념적인 확인기를 통하여 그 표현의 정당성을 확인할 수 있었다. 또한 이 방법은 일반적인 실시간 시나리오를 표현하기 위한 분석 도구로도 이용될 수 있을 것이다.

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User Commitment to Blockchain-Based Social Media Platforms from the Perspective of Perceived Justice Regarding the Token Reward System: the Mediating Role of Psychological Ownership

  • Xue, FAN;Seongtaek, RIM;Mengmeng, WANG
    • 동아시아경상학회지
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    • 제11권1호
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    • pp.1-19
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    • 2023
  • Purpose - In this study, we aimed to theorize blockchain-based social media platform users' commitment by examining the impact of their perceived justice of the token reward system. In addition, this study applied psychological ownership theory to verify the underlying mechanism between users' perceptions of justice and their commitment to the platforms. Research design, data, and methodology - To empirically test our conceptual framework in the study, we collected data through a web-based survey approach from the responses of 385 users who had experience with blockchain-based social media platforms. We employed a structural equation modeling approach to empirically test our proposed hypotheses. Result - The results indicated that distributive justice and informational justice have positive effects on user commitment. The results also showed that psychological ownership plays an important role in mediating the relationship between users' sense of distributive justice and commitment, and between procedural justice and commitment. The findings provided a better understanding of the sense of justice and user commitment in a blockchain-based social media environment. Conclusion - This study represents a preliminary attempt to theorize and empirically examine blockchain-based social media platform users' commitment. This study provided important contributions to the literature on how the effect of users' sense of justice in a reward system affects their commitment to blockchain-based social media platforms.

동적 내러티브 구조에 대한 사용자 감정모델링 : 영화와 게임을 중심으로 (User's Emotion Modeling on Dynamic Narrative Structure : towards of Film and Game)

  • 김미진;김재호
    • 한국콘텐츠학회논문지
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    • 제12권1호
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    • pp.103-111
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    • 2012
  • 본 논문은 엔터테인먼트 콘텐츠의 제작단계 초기에 성공과 실패를 예측할 수 있는 시스템을 만들기 위한 기초 연구 중 하나로써, 엔터테인먼트 콘텐츠의 동적 내러티브에 대한 사용자의 감정을 모델링하고자 한다. 이를 위해 1) 내러티브구조와 인지감정모델에 대한 이론적 연구를 바탕으로 사용자의 감정모델을 제안하며, 2) 제안된 모델의 3가지(desire, expectation, emotion type)감정 파라미터를 추출하기 위한 감정유형 및 강도함수를 설정한다. 3) 동적 내러티브의 각 스토리이벤트 단계에서 사용자의 감정을 측정하기 위해 영화, 게임사용자의 인지행동과 내용을 정립한다. 기존 인문학적 측면의 개념적, 분석적 연구는 매체에 대한 비평과 사용자태도에 대한 예측을 목적으로 하고 있으며 그 결과들을 서술적으로 묘사하고 있다. 이에 반해, 본 논문은 동적 내러티브에 대한 사용자의 감정모델링 방법을 제안하고 있어 엔터테인먼트 콘텐츠의 감성적 평가방법의 구체적인 정보로 활용 될 수 있다.

개인화된 의류상품과 서비스에 대한 소비자 태도에 영향을 미치는 요인 (Antecedent Variables that Influence Personalization in Apparel Products Shopping - Clothing Involvement, Monthly Clothing Expenditures, Additional Expenses -)

  • 김연희;이규혜
    • 복식
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    • 제58권4호
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    • pp.58-71
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    • 2008
  • The demand for personalized products and service of apparel product has increased dramatically. In order to acquire a personalized apparel product, consumers may have to sacrifice more expense or time. The purpose of this study was to investigate various personalization strategies in apparel business and to identify antecedents that influence the process. Clothing involvement and two price related variables (clothing expense and willingness to pay more) were included in the study as antecedents. Four personalization strategies were included in the study: design selection, size customization, in-store service and promotion personalization. For an empirical study, a conceptual model was designed and research questionnaire was developed. A measure of personalization of apparel shopping was developed based on existing scale items of prior research and a pilot study. Data from 766 men and women in their twenties to forties were used for statistical analysis. Structural Equation Modeling was used for the data analysis. Results indicated that the conceptual model was a good fit to data. Structural paths indicated that there was significant influence of clothing involvement on design selection and sales promotion personalization strategies. Involved consumers spent more on chothing products and were likely to pay more on personalized products and services. Monthly clothing expense influenced size customization significantly. It also had negative influence on service related personalization strategies. Consumers were willing to pay more when it comes to product related personalization strategies such as design and size but not necessarily to service related strategies. This study was an attempt to provide an in-depth and synthesized approach on consumer attitudes toward personalization of apparel products.