• 제목/요약/키워드: Use-Diffusion model

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매체와 정보유형에 따른 정보확산 차이에 대한 연구 (A Study on the Differences of Information Diffusion Based on the Type of Media and Information)

  • 이상근;김진화;백헌;이의방
    • 지능정보연구
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    • 제19권4호
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    • pp.133-146
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    • 2013
  • 본 연구는 매체에 따른 정보확산차이와, 정보유형을 근접성의 정도로 분류하여 정보확산차이를 보고자 하였다. 이는 기존의 전통매체인 종이신문이나 TV, 라디오와 같이 일방적으로 전달되는 매체의 정보확산과는 달리, 온라인 뉴스나 소셜네트워크서비스와 같이 쌍방향적 소통이 가능한 매체 특성으로 인한 정보확산은 차이가 있을 것이라 판단하였다. 따라서 본 연구에서는 개인이 직접 기사를 올리고 다른 사람들과 공유할 수 있는 블로그(Blog) 매체와 온라인 뉴스(News) 매체에 따른 정보확산차이를 비교해 보고자 하였다. 또한 심리적, 지리적 근접성에 따른 정보확산차이를 보고자 정보의 유형을 세분화 하였다. 이는 수용자가 정보의 근접성이 높고 낮음의 차이 정도에 따라 정보유형에 따른 가치평가의 기준이 다를 것이라 보았다. 정보유형은 연예, 시사(국제), 제품으로 선정하였고, 세부내용은 연예와 관련된 '싸이 젠틀맨', 시사와 관련된 '중국 쓰촨성 지진', 제품과 관련된 '갤럭시 S4'를 선택하였다. 본 연구의 분석방법은 Bass 확산모형을 이용하여 증명하고자 하였다. Bass 확산모형은 혁신효과(Innovation effect)와 모방효과(Imitation effect)로 나눠서 측정한다. 혁신효과는 서비스 초기에 영향을 미치는 변수로 추정가능하며, 모방효과는 서비스 초기 단계 이후에 영향을 미치는 변수로 구전의 영향을 받는다고 볼 수 있다. 본 연구 결과 첫째, 매체에 따른 정보확산 흐름은 비슷하게 나타났다. 비록 두 매체의 특성에 차이점이 있을지라도, 뉴스가치 중 하나인 근접성에 따른 정보확산은 비슷한 형태를 보인다고 할 수 있다. 두 번째, 근접성에 기반한 정보유형별 정보확산에는 차이가 있었다. 수용자 입장에서 관련성이 높은 제품과 연예는 모방효과가 높게 나타났으며, 시사의 경우는 모방효과보다 혁신효과가 높게 나타났다. 이는 제품관련 정보나 연예관련 정보와 같이 개인에게 심리적으로나 지리적으로 근접성이 높은 정보는, 국제 재해와 관련된 시사정보와 같이 근접성이 낮은 정보에 비해서, 개인의 모방효과가 활발히 진행된다고 볼 수 있다. 연구결과를 통해 매체와 정보유형에 따라 정보확산 흐름변화를 고찰하여 실무에 활용한다면 도움이 될 것이라 본다. 하지만, 정보유형을 각각 하나의 기사만을 택하여 보았기 때문에 이 결과를 통한 정보확산 차이라고 규정짓기에는 sample size가 너무 작아 일반화에 어려움이 있다. 향후 연구에서는 소셜미디어 종류를 블로그 뿐 만 아니라 다양한 소셜미디어를 추가하여 비교해 볼 필요가 있을 것이다. 또한 정보의 유형을 근접성 측면뿐 만 아니라 다른 측면도 고려해 봐야 할 것이다.

A FAST AND ROBUST NUMERICAL METHOD FOR OPTION PRICES AND GREEKS IN A JUMP-DIFFUSION MODEL

  • JEONG, DARAE;KIM, YOUNG ROCK;LEE, SEUNGGYU;CHOI, YONGHO;LEE, WOONG-KI;SHIN, JAE-MAN;AN, HYO-RIM;HWANG, HYEONGSEOK;KIM, HJUNSEOK
    • 한국수학교육학회지시리즈B:순수및응용수학
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    • 제22권2호
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    • pp.159-168
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    • 2015
  • Abstract. We propose a fast and robust finite difference method for Merton's jump diffusion model, which is a partial integro-differential equation. To speed up a computational time, we compute a matrix so that we can calculate the non-local integral term fast by a simple matrix-vector operation. Also, we use non-uniform grids to increase efficiency. We present numerical experiments such as evaluation of the option prices and Greeks to demonstrate a performance of the proposed numerical method. The computational results are in good agreements with the exact solutions of the jump-diffusion model.

이류확산 방정식 계산을 위한 입방보간유사입자 격자볼츠만 모델 (The Cubic-Interpolated Pseudo-Particle Lattice Boltzmann Advection-Diffusion Model)

  • 김미래;첸빙키;김경천
    • 한국가시화정보학회지
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    • 제20권3호
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    • pp.74-85
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    • 2022
  • We propose a Cubic-Interpolated Pseudo-Particle Lattice Boltzmann method (CIP-LBM) for the convection-diffusion equation (CDE) based on the Bhatnagar-Gross-Krook (BGK) scheme equation. The CIP-LBM relies on an accurate numerical lattice equilibrium particle distribution function on the advection term and the use of a splitting technique to solve the Lattice Boltzmann equation. Different schemes of lattice spaces such as D1Q3, D2Q5, and D2Q9 have been used for simulating a variety of problems described by the CDE. All simulations were carried out using the BGK model, although another LB scheme based on a collision term like two-relation time or multi-relaxation time can be easily applied. To show quantitative agreement, the results of the proposed model are compared with an analytical solution.

ERP시스템의 혁신수용요인이 혁신확산에 미치는 영향에 관한 연구 - 기술수용모형(TAM)을 이용하여 - (A Study on the Influences of ERP System Innovation Acceptance Factors on the Innovation Diffusion using the Technology Acceptance Model)

  • 심정택;이상진
    • 한국산업정보학회논문지
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    • 제10권4호
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    • pp.65-77
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    • 2005
  • 본 연구는 ERP시스템을 채택하는 과정에서 나타나는 혁신기술 수용요인을 파악함으로써 혁신확산을 높일 수 있는 방안을 모색하는데 목적이 있다. 이를 위하여 혁신기술 수용요인과 혁신확산에 관한 선행연구를 바탕으로 기술수용모형을 이용한 실증분석을 실시하여 효율적인 ERP시스템 채택과 혁신확산에 대한 방안을 제시한다. 혁신특성요인, 지각된 유용성과 지각된 편의성, ERP시스템 채택 그리고 혁신확산에 대한 경로분석에서 나타나는 변수들 간의 영향경로를 규명함으로써 혁신특성요인과 ERP시스템 채택 및 혁신확산간의 관계에 대한 최적경로를 탐색하려고 하였다.

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혁신확산모델에 근거한 원격건강관리시스템의 질적 분석 (Qualitative Analysis of Tele-healthcare Systems based on the Diffusion of Innovation Model)

  • 권명순;장지혜
    • 지역사회간호학회지
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    • 제28권2호
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    • pp.129-143
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    • 2017
  • Purpose: The purpose of this study is to explore factors which influence adoption, implementation and continued use of tele-healthcare systems. Methods: Qualitative research was conducted by in-depth interviews with 17 professionals from various fields of organizations involved in developing and implementing tele-healthcare systems. Data were analysed thematically, using a conceptual model of diffusion of innovations. Results: The system users were reacted positively to the 3 attributes out of 9 which decided the adoption of innovation. In addition, it is required to redesign the tele-health care system simpler and easier so that the system users can access to the system much more easily regardless of space and time limitations. From the design stage on an individual level, it is necessary to conduct detailed needs analysis and listen to users who are at the center of innovation diffusion. On an organizational level, it is necessary to actively prepare for possible problems during system implementation, educate the users and build communication channels continuously. Conclusion: This study has identified the factors affecting the innovation of tele-health care systems and contributed to the understanding of the operation of tele-health care systems by the diffusion of innovation theory in community health posts.

모바일 SFA(mSFA) 시스템의 수용 요인 및 도입 성과에 관한 연구 (A Study on the Adoption Factors and Performance Effects of Mobile Sales Force Automation Systems)

  • 김동현;이선로
    • 경영과학
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    • 제24권1호
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    • pp.127-145
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    • 2007
  • This study attempts to examine the acceptance factors of mSFA systems based on the innovation diffusion and technology acceptance model, and to measure the performance effects of mSFA systems using BSC metrics. Results show that (1) the characteristics of mobility and interactivity have positive impacts on perceived usefulness, ease of use, and professional fit. But the characteristics of personal identity were not perceived as useful due to users' negative feelings about privacy infringement and surveillance. (2) Job fit has positive impacts on perceived usefulness and professional fit. (3) Perceived usefulness, ease of use, and professional fit positively influence the degree of users' dependence on mSFA systems, which have positive impacts on users' performance measured by the personal BSC metrics including perspectives of finance, customer, internal process, and learning and growth.

Real-Time Arbitrary Face Swapping System For Video Influencers Utilizing Arbitrary Generated Face Image Selection

  • Jihyeon Lee;Seunghoo Lee;Hongju Nam;Suk-Ho Lee
    • International Journal of Internet, Broadcasting and Communication
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    • 제15권2호
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    • pp.31-38
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    • 2023
  • This paper introduces a real-time face swapping system that enables video influencers to swap their faces with arbitrary generated face images of their choice. The system is implemented as a Django-based server that uses a REST request to communicate with the generative model,specifically the pretrained stable diffusion model. Once generated, the generated image is displayed on the front page so that the influencer can decide whether to use the generated face or not, by clicking on the accept button on the front page. If they choose to use it, both their face and the generated face are sent to the landmark extraction module to extract the landmarks, which are then used to swap the faces. To minimize the fluctuation of landmarks over time that can cause instability or jitter in the output, a temporal filtering step is added. Furthermore, to increase the processing speed the system works on a reduced set of the extracted landmarks.

POSITIVE SOLUTIONS OF A REACTION-DIFFUSION SYSTEM WITH DIRICHLET BOUNDARY CONDITION

  • Ma, Zhan-Ping;Yao, Shao-Wen
    • 대한수학회보
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    • 제57권3호
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    • pp.677-690
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    • 2020
  • In this article, we study a reaction-diffusion system with homogeneous Dirichlet boundary conditions, which describing a three-species food chain model. Under some conditions, the predator-prey subsystem (u1 ≡ 0) has a unique positive solution (${\bar{u_2}}$, ${\bar{u_3}}$). By using the birth rate of the prey r1 as a bifurcation parameter, a connected set of positive solutions of our system bifurcating from semi-trivial solution set (r1, (0, ${\bar{u_2}}$, ${\bar{u_3}}$)) is obtained. Results are obtained by the use of degree theory in cones and sub and super solution techniques.

FLUORESCENCE QUENCHING OF BBOT BY ANILINE IN DIFFERENT ORGANIC SOLVENTS

  • Kadadevarmath, J.S.;Giraddi, T.P.;Chikkur, G.C.
    • Journal of Photoscience
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    • 제4권3호
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    • pp.105-112
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    • 1997
  • The fluorescence quenching of 2, 5-di-(5-tert-butyl-2-benzoxazolyl)-thiophene (BBOT) by aniline in five different solvents namely heptane, hexane, cyclohexane, dioxane and acetonitrile has been carried out at room temperature with a view to understand the quenching mechanisms. The experimental results show positive deviation in the Stern-Volmer plots in all the solvents. In order to interpret these results we have invoked the Ground state complex and sphere of action static quenching models. Using these models various rate parameters have been determined. The magnitudes of these parameters suggest that sphere of action static quenching model agrees well with the experimental results. Hence this positive deviation is attributed to the static and dynamic quenching. Further, with the use of Finite Sink approximation model, it was possible to check these bimolecular reactions as diffusion-limited and to estimate independently distance parameter R$^1$ and mutual diffusion coefficient D. Finally an attempt has been made to correlate the values of R$^1$ and D with the values of the encounter distance R and the mutual diffusion coefficient D determined using the Edward's empirical relation and Stokes-Einstein relation.

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Finite-element Method for Heat Transfer Problem in Hydrodynamic Lubrication

  • Kwang-June,Bai
    • 대한조선학회지
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    • 제19권4호
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    • pp.19-29
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    • 1982
  • Galerkin's finite element method is applied to a two-dimensional heat convection-diffusion problem arising in the hydrodynamic lubrication of thrust bearings used in naval vessels. A parabolized thermal energy equation for the lubricant, and thermal diffusion equations for both bearing pad and the collar are treated together, with proper juncture conditions on the interface boundaries. it has been known that a numerical instability arises when the classical Galerkin's method, which is equivalent to a centered difference approximation, is applied to a parabolic-type partial differential equation. Probably the simplest remedy for this instability is to use a one-sided finite difference formula for the first derivative term in the finite difference method. However, in the present coupled heat convection-diffusion problem in which the governing equation is parabolized in a subdomain(Lubricant), uniformly stable numerical solutions for a wide range of the Peclet number are obtained in the numerical test based on Galerkin's classical finite element method. In the present numerical convergence errors in several error norms are presented in the first model problem. Additional numerical results for a more realistic bearing lubrication problem are presented for a second numerical model.

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