• 제목/요약/키워드: Analytical Modeling

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The Impact of SNS Advertisements on Online Purchase Intention of Generation Z: An Empirical Study of TikTok in Vietnam

  • NGO, Thi Thuy An;LE, Thi My Thanh;NGUYEN, Thanh Hieu;LE, Truong Giang;NGO, Gia Thinh;NGUYEN, Tran Duong
    • The Journal of Asian Finance, Economics and Business
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    • 제9권5호
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    • pp.497-506
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    • 2022
  • The study was carried out to investigate the factors affecting the online purchase intention of Vietnamese consumers, focusing on Generation Z (Gen Z), through the information provided on TikTok - a social media network. Besides, the study evaluates the influence of these factors on the intention to purchase online of Gen Z. Most important; the research aims to help businesses better understand the insight of their consumers. The data were collected from 250 people who were born in the 1995 to 2010 period, living in the South of Vietnam. The study was conducted from December 2021 to March 2022 and used two analytical methods, which are exploratory factor analysis and Structural Equation Modeling. Research results show that there are 4 factors of TikTok advertisements that affect the purchase intention of Gen Z consumers, including information, entertainment, trust, and social interaction, and they all have a positive impact on the online purchase intention. In which the information factor has the most significant impact on the online purchase intention of Gen Z consumers. Based on the research results, recommendations are made to help businesses that have sold or intend to sell products via TikTok, improve the effectiveness of advertisement through the TikTok channel.

강재 모멘트 골조의 비선형 지진 해석을 위한 IBS 보 요소 (IBS Beam Element for Nonlinear Seismic Analysis of Steel Moment Frames)

  • 김달성;김동성;김기동;고만기
    • 대한토목학회논문집
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    • 제28권2A호
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    • pp.233-242
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    • 2008
  • 본 연구는 지진운동의 영향 하에서 강제 모멘트 골조로 이루어진 post-Northridge(덮개판) 연결부를 갖는 보의 탄성 및 비탄성 거동을 모델하기 위한 부등단면 보(IBS 보) 요소를 제시한다. 덮개판(IBS) 연결부를 갖는 부등단면 보의 탄성강성 매트릭스는 수치적분이 필요치 않은 수식으로 표현된다. 소성모델은 분포형이며 강체링크로 연결된 일련의 비선형 힌지로 구성 되어있고 경화법칙은 단조 및 임의 주기 하중에 대한 비탄성 거동과 국부좌굴의 효과를 고려할 수 있다. 또한 IBS 보 요소에 대한 항복면, 강성 변수, 그리고 경화(혹은 연화) 법칙 변수의 결정과정을 기술하였고 IBS 보 요소의 해석결과를 실험 및 FEM 해석결과와 비교하였다. IBS 보 요소의 해석결과는 실험 및 FEM 결과와 좋은 상관관계를 보였다.

Multiscale bending and free vibration analyses of functionally graded graphene platelet/ fiber composite beams

  • Garg, A.;Mukhopadhyay, T.;Chalak, H.D.;Belarbi, M.O.;Li, L.;Sahoo, R.
    • Steel and Composite Structures
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    • 제44권5호
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    • pp.707-720
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    • 2022
  • In the present work, bending and free vibration analyses of multilayered functionally graded (FG) graphene platelet (GPL) and fiber-reinforced hybrid composite beams are carried out using the parabolic function based shear deformation theory. Parabolic variation of transverse shear stress across the thickness of beam and transverse shear stress-free conditions at top and bottom surfaces of the beam are considered, and the proposed formulation incorporates a transverse displacement field. The present theory works only with four unknowns and is computationally efficient. Hamilton's principle has been employed for deriving the governing equations. Analytical solutions are obtained for both the bending and free vibration problems in the present work considering different variations of GPLs and fibers distribution, namely, FG-X, FG-U, FG-Λ, and FG-O for beams having simply-supported boundary condition. First, the matrix is assumed to be strengthened using GPLs, and then the fibers are embedded. Multiscale modeling for material properties of functionally graded graphene platelet/fiber hybrid composites (FG-GPL/FHRC) is performed using Halpin-Tsai micromechanical model. The study reveals that the distributions of GPLs and fibers have significant impacts on the stresses, deflections, and natural frequencies of the beam. The number of layers and shape factors widely affect the behavior of FG-GPL-FHRC beams. The multilayered FG-GPL-FHRC beams turn out to be a good approximation to the FG beams without exhibiting the stress-channeling effects.

격자형 탄소 보강재의 일방향 부착특성에 대한 실험 및 해석적 연구 (A Experimental and Analytical Study on One directional Bond Behavior of Grid typed CFRP Reinforcement)

  • 노치훈;장낙섭;오홍섭
    • 한국구조물진단유지관리공학회 논문집
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    • 제28권2호
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    • pp.77-86
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    • 2024
  • 본 연구에서는 콘크리트 보강재로 사용되는 철근의 대체제로써, 격자형 탄소보강재를 활용하기 위해 부착거동 특성을 파악하고자 하였다. 기존의 부착거동에 관한 수치해석 제안식에서는 격자형 탄소보강재의 횡방향 격자의 영향을 이해하기 어려운 실정으로, 비선형 3D모델을 제작하여 유한요소해석을 진행하였다. 해석 수행을 위하여 비선형 재료 모델의 입력과 격자형 탄소보강재와 콘크리트 사이의 부착계면 특성을 모델링하여 실제 직접인발시험 결과와 비교를 통하여 분석을 진행하였다. 격자형 탄소보강재의 부착거동 특성은 횡방향 격자의 요인에 매우 지배적인 것으로 나타났으며, 지속적인 하중 증가 경향을 보였다.

자동복원 마찰슬릿댐퍼의 해석적 거동특성 분석 (Analytical Behavior Characteristics Analysis of Automatic Restoring Friction Slit Damper)

  • 이헌우;허종완
    • 대한토목학회논문집
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    • 제44권4호
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    • pp.425-432
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    • 2024
  • 본 연구에서는 기존에 사용 및 연구되고 있는 자동복원 댐퍼, 마찰댐퍼, 강재댐퍼의 개념을 합쳐 자동복원 마찰슬릿댐퍼를 제안한다. 이를 위해 자동복원을 위한 초탄성 형상기억합금을 사용하고 마찰댐퍼와 슬릿댐퍼의 개념을 합친 혁신적인 댐퍼 구조를 고안하였다. 이후 이에 대한 상세 설계를 진행하였으며 재료, 스트럿 폭, 볼트 체결력 등의 변수를 설정하였다. 총 12가지 댐퍼에 대해 ABAQUS 프로그램을 사용하여 모델링을 수행하고 설계된 로딩프로토콜을 대입하여 유한요소해석을 수행하였다. 결과적으로 초탄성 형상기억합금을 사용한 자동복원 마찰슬릿댐퍼는 하중측면으로 우수하였지만 우수한 회복성능으로 에너지 소산능력은 크게 확보되지 않았다. 하지만 Gr.50 강재가 적용된 마찰슬릿댐퍼는 혁신적인 구조개선을 통해 하중, 에너지소산 등의 성능이 비약적으로 상승하였다. 이를 통해 마찰댐퍼와 강재댐퍼의 메커니즘이 합쳐진 댐퍼의 혁신적인 구조를 증명하였다.

NFT ART의 특성이 지각된 가치에 미치는 영향에 관한 연구 (Investigating the Influence of NFT ART Characteristics on Consumer Perceived Value: Insights from Purchasing Experience)

  • 정영순;정지은;이채현;박종우
    • 품질경영학회지
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    • 제52권2호
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    • pp.255-274
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    • 2024
  • Purpose: Non-Fungible Token (NFT) ART, based on NFT technology, represents a novel form of art that has recently garnered significant attention in the art market. NFT technology enables the assertion of ownership over digital data, introducing the concept of ownership into the digital realm. As digital data gains ownership, NFT ART is anticipated to be positively viewed as an investment and expected to become more active due to the characteristics of this new technology. Therefore, this study aims to verify the influence of NFT ART characteristics on perceived value. This study contributes to extracting the distinctive characteristics of NFT ART compared to other forms of art and to understanding the perceived value of NFT ART among consumers with purchasing experience. Methods: This study applied structural equation modeling to explore the relationships among the variables using SPSS 26.0 and R program version 4.2.3. A total of 320 questionnaires were retrieved, all of which were adopted as valid analytical samples without missing values. Results: The findings indicate that the decentralization, transparency, and scarcity of NFT ART positively influence the perceived usefulness and enjoyment among consumers, while security does not have a significant impact. This suggests that higher levels of decentralization, transparency, and scarcity in NFT ART enhance perceived usefulness and enjoyment for consumers, significantly influencing the perceived value. Furthermore, it was confirmed that these characteristics are considered important values and perceptions from the consumer's perspective. Conclusion: The research presents positive factors for the activating of purchases among consumers considering buying NFT ART. It emphasizes the necessity of benefits for all participants to activate the art market. Additionally, the perceived value provides crucial insights for inducing active purchasing behavior in the NFT ART market and serves as a foundational study for further research.

Effect of static and dynamic impedance functions on the parametric analysis of SSI system

  • Maroua Lagaguine;Badreddine Sbarta
    • Coupled systems mechanics
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    • 제13권4호
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    • pp.293-310
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    • 2024
  • This paper investigates the dynamic response of structures during earthquakes and provides a clear understanding of soil-structure interaction phenomena. It analyses various parameters, comprising ground shear wave velocity and structure properties. The effect of soil impedance function form on the structural response of the system through the use of springs and dashpots with two frequency cases: independent and dependent frequencies. The superstructure and the ground were modeled linearly. Using the substructure method, two different approaches are used in this study. The first is an analytical formulation based on the dynamic equilibrium of the soil-structure system modeled by an analog model with three degrees of freedom. The second is a numerical analysis generated with 2D finite element modeling using ABAQUS software. The superstructure is represented as a SDOF system in all the SSI models assessed. This analysis establishes the key parameters affecting the soil-structure interaction and their effects. The different results obtained from the analysis are compared for each studied case (frequency-independent and frequency-dependent impedance functions). The achieved results confirm the sensitivity of buildings to soil-structure interaction and highlight the various factors and effects, such as soil and structure properties, specifically the shear wave velocity, the height and mass of the structure. Excitation frequency, and the foundation anchoring height, also has a significant impact on the fundamental parameters and the response of the coupled system at the same time. On the other hand, it have been demonstrated that the impedance function forms play a critical role in the accurate evaluation of structural behavior during seismic excitation. As a result, the evaluation of SSI effects on structural response must take into account the dynamic properties of the structure and soil accordingly.

Size-dependent free vibration of coated functionally graded graphene reinforced nanoplates rested on viscoelastic medium

  • Ali Alnujaie;Ahmed A. Daikh;Mofareh H. Ghazwani;Amr E. Assie;Mohamed A Eltaher
    • Advances in nano research
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    • 제17권2호
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    • pp.181-195
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    • 2024
  • This study introduces a novel functionally graded material model, termed the "Coated Functionally Graded Graphene-Reinforced Composite (FG GRC)" model, for investigating the free vibration response of plates, highlighting its potential to advance the understanding and application of material property variations in structural engineering. Two types of coated FG GRC plates are examined: Hardcore and Softcore, and five distribution patterns are proposed, namely FG-A, FG-B, FG-C, FG-D, and FG-E. A modified displacement field is proposed based on the higher-order shear deformation theory, effectively reducing the number of variables from five to four while accurately accounting for shear deformation effects. To solve the equations of motion, an analytical solution based on the Galerkin approach was developed for FG GRC plates resting on a viscoelastic Winkler/Pasternak foundation, applicable to various boundary conditions. A comprehensive parametric analysis elucidates the impact of multiple factors on the fundamental frequencies. These factors encompass the types and distribution patterns of the coated FG GRC plates, gradient material distribution, porosities, nonlocal length scale parameter, gradient material scale parameter, nanoplate geometry, and variations in the elastic foundation. Our theoretical research aims to overcome the inherent challenges in modeling structures, providing a robust alternative to experimental analyses of the mechanical behavior of complex structures.

BIM 기반의 단면이 손상된 말뚝의 수평 거동 해석 모형 개발과 적용 (Development of BIM Based Analytical Model for Laterally Loaded Piles with Defects and Application)

  • 정영욱;안재윤;김현승;안재훈
    • 한국지반공학회논문집
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    • 제40권4호
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    • pp.179-188
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    • 2024
  • 많은 시설물의 기초로 사용되고 있는 현장타설말뚝의 시공 건전성을 확인하기 위하여 비파괴 건전도 시험이 사용되고 있다. 그러나 비파괴 건전도 시험은 내부 결함의 유무로만 기초의 안전성을 파악하며 결함의 위치 및 규모는 고려하고 있지 않다. 따라서, 본 연구에서는 말뚝 기초 결함의 단면 특성을 추출하고 횡방향 지지력 및 단면력을 검토하는 BIM 연계 횡방향 지지력 해석 모델을 제안하고, 이를 이용하여 결함이 존재하는 현장타설말뚝 기초의 안전성을 평가하고자 한다. 해석 결과, 상부에 존재하는 결함이 말뚝머리 변위 변화에 많은 영향을 끼쳤으며 결함에 의한 발생 휨모멘트 변화보다는 단면 축소로 인한 PM 상관도의 크기 감소가 부재 파괴의 위험도를 더 증가시키는 것을 확인하였다. 이러한 제안 방법은 현장타설말뚝의 입체적인 안전성 평가에 도움이 될 것으로 판단된다.

개념계층구조를 기반으로 하는 다치 삼원 데이터집합의 지식 추출 (Knowledge Mining from Many-valued Triadic Dataset based on Concept Hierarchy)

  • 황석형;정영애;황세웅
    • Journal of Platform Technology
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    • 제12권3호
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    • pp.3-15
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    • 2024
  • 지식 마이닝은 다종다양한 대량의 데이터로부터 데이터 모델링, 정보추출 및 분석, 가시화, 결과 해석 등과 같은 다양한 기법들을 적용하여 데이터로부터 유용하고 가치 있는 지식을 찾아내는 연구 분야로서, 비즈니스, 의료, 과학 연구 등 다양한 영역에서 원시 데이터를 유용한 지식으로 변환하기 위한 중요한 역할을 수행한다. 본 논문에서는 형식개념분석기법을 확장하여 다종다양한 데이터로부터 지식발견과 데이터 마이닝을 수행하기 위한 분석기법을 제안한다. 분석대상 데이터의 다양한 형식과 구조를 표현하기 위한 제반 모델들(다치데이터 테이블, 삼원데이터테이블)과 데이터처리(이진화 및 평탄화) 및 개념계층구조 구축과 연관규칙 추출을 위한 알고리즘들을 정의하고, 공공오픈데이터를 대상으로 본 논문에서 제안한 기법을 적용한 실험을 수행하여 제안 기법의 유용성을 실증하였다.

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