• Title/Summary/Keyword: 조절된 매개 모델

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Analysis of Key Factors in Corporate Adoption of Generative Artificial Intelligence Based on the UTAUT2 Model

  • Yongfeng Hu;Haojie Jiang;Chi Gong
    • Journal of the Korea Society of Computer and Information
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    • v.29 no.7
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    • pp.53-71
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    • 2024
  • Generative Artificial Intelligence (AI) has become the focus of societal attention due to its wide range of applications and profound impact. This paper constructs a comprehensive theoretical model based on the Unified Theory of Acceptance and Use of Technology 2 (UTAUT2), integrating variables such as Personal Innovativeness and Perceived Risk to study the key factors influencing enterprises' adoption of Generative AI. We employed Structural Equation Modeling (SEM) to verify the hypothesized paths and used the Bootstrapping method to test the mediating effect of Behavioral Intention. Additionally, we explored the moderating effect of Perceived Risk through Hierarchical Regression Analysis. The results indicate that Performance Expectancy, Effort Expectancy, Social Influence, Price Value, and Personal Innovativeness have significant positive impacts on Behavioral Intention. Behavioral Intention plays a significant mediating role between these factors and Use Behavior, while Perceived Risk negatively moderates the relationship between Behavioral Intention and Use Behavior. This study provides theoretical and empirical support for how enterprises can effectively adopt Generative AI, offering important practical implications.

Adsorption characteristics of Pb by various particle sizes of microplastics in aqueous solution (수용액에서 입자크기에 따른 미세플라스틱의 Pb 흡착특성)

  • Taejung Ha;Minjune Yang
    • Proceedings of the Korea Water Resources Association Conference
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    • 2023.05a
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    • pp.149-149
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    • 2023
  • 미세플라스틱은 입자크기가 5 mm 이하인 플라스틱으로 정의되며, 수계로 유입된 미세플라스틱은 내분비계 교란물질로 작용하여 생태계에 환경독성을 유발하고 오염물질을 흡착·운반할 수 있는 독성 물질의 매개체로서 미세플라스틱의 위해성에 대한 우려가 증가하고 있다. 본 연구는 수용액에서 다양한 미세플라스틱의 납(Pb) 흡착특성을 평가하고 미세플라스틱의 비표면적에 따른 흡착 효과를 비교하고자 하였다. 플라스틱 종류 중 HDPE (High-density Polyethylene)와 PVC (Polyvinyl Chloride)를 각각 세 가지 크기(Group 1: 2.5 mm - 1.0 mm, Group 2: 1.0 mm - 0.3 mm, Group 3: < 0.3 mm)로 제조하여 분류하였으며, 미세플라스틱 입자크기의 비표면적은 BET(Brunauer, Emmett, Teller)분석을 통하여 측정하였다. 담수환경 조성을 위해 pH 7로 조절한 Pb 용액의 농도(0, 0.5, 1, 5, 10, 30 mg/L)별 흡착실험을 수행하였으며 실험결과를 3가지 흡착등온식(Langmuir, Freundlich, Sips 모델)을 사용하여 미세플라스틱에서 Pb 흡착 거동을 나타내었다. BET 분석 측정결과, PVC의 경우 Group 3 > Group 2 > Group 1 순으로 PVC의 입자크기가 작을수록 비표면적이 크게 나타났으며, HDPE 비표면적 또한 비슷한 경향을 보였다. HDPE와 PVC에서 Pb의 흡착은 Langmuir 모델(R2 > 0.97)과 Freundlich 모델(R2 > 0.82)보다 Sips 모델(R2 > 0.98)이 흡착 거동을 설명하기에 가장 적합하였다. 최대흡착능(Qm) 상수는 입자크기가 작아질수록 흡착능이 높아지는 추세를 보였으며, 흡착세기(KF)와 흡착강도(n-1)는 각 플라스틱의 Group 3(HDPE KF = 0.028, PVC KF = 0.032; HDPE n-1 = 0.225, PVC n-1 = 0.547)에서 가장 높게 나타났다. 본 연구를 통해 HDPE와 PVC에서 Pb의 흡착특성은 Sips모델로 설명이 가능했으며, 이에 따라 Pb 흡착과정에 복수의 흡착메커니즘이 작용하고 있음을 유추해볼 수 있었다. 미세플라스틱의 입자크기와 비표면적이 Pb 흡착량에 영향을 미치는 것을 알 수 있었으며, 미세플라스틱이 중금속을 흡착하여 생물체 내로 전이시킬 수 있는 매개체 역할의 가능성을 확인하였다.

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Role of Samultang in Formalin-induced Orofacial pain (포르말린으로 유발된 안면부 통증조절에서 사물탕의 역할)

  • Kim, Yun-Kyung;Hyun, Kyung-Yae;Park, Min-Kyoung;Lee, Min-Kyung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.9
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    • pp.5594-5601
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    • 2014
  • The aim of this study was to evaluate the analgesic effects of Samultang by measuring the anti-inflammatory and antioxidative activities in formalin-induced orofacial pain. The anti-inflammatory and anti-oxidative effects were measured by western blot analysis for p38 MAPK(Mitogen-activated protein kinases), iNOS(induceble nitric oxide synthase) and NOX4(nicotinamide adenine dinucleotide phosphate4) in a rat's brain and medulla oblongata. Samultang significantly attenuated the increased formalin-induced nociceptive response and inhibited the p38 MAPK and iNOS that led to inflammatory pain. In addition, this study indicated that Samultang possess antioxidative effects through the blockade of NOX4. These findings suggest that Samultang plays an important role in the peripheral processing of inflammatory pain in the orofacial area.

The Impact of Employee's Perceptions of Organizational Politics and Burnout: Role of Psychological Need Satisfaction and Psychological Capital (조직정치지각이 직무소진에 미치는 영향에 있어 심리적 욕구 만족의 매개효과와 심리적 자본의 조절효과 연구)

  • Seo, Dong-Taek
    • The Journal of the Korea Contents Association
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    • v.16 no.3
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    • pp.305-318
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    • 2016
  • Perceptions of organizational politics(POPs) have stress-based effect as job demand and lead to employee's negative attitudes and behaviors. According to job demand resource model, burnout develops when high job demand deplete employee's resources, which lead employees to low levels of motivation and high levels of cynicism and frustration. Currently, in studying the relationship between POPs and burnout there is a lack of researches on certain settings and conditions. The present study examined a model in which relationship between POPs and burnout was mediated by psychological need satisfaction. And also, this study tested moderating role of psychological capital between POPs and need satisfaction. A total of 220 employees in telco and electronic manufacturing company in South Korea participated in this study. The result of this study showed that need satisfaction works as mediating variable between POPs and burnout and psychological capital had moderating effect between POPs and need satisfaction. This study proposes a new framework of POPs by examining linking mechanism of need satisfaction and psychological capital. The results of this study provide practical insight to HR practitioners and business leaders.

Examining Two Causal Models Regarding High School Students' Ecological Perspective: The Role of Familiarity and Ecologistic-Naturalistic Path (고등학생들의 생태 인식에 관한 두 가지 모델 검증: 친숙함의 효과와 생태-자연적 관점 경로)

  • Ha, Minsu;Lee, Jun-Ki
    • Journal of The Korean Association For Science Education
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    • v.33 no.5
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    • pp.981-994
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    • 2013
  • This study aims to examine two hypothetical models for the variables of students' environmental perspective. First hypothetical model is the mediating role of recognition and familiarity between aesthetic and negativistic perspectives. Second hypothetical model is the separate path from humanistic to dominionistic perspectives. One hundred four tenth grade students participated in this study. We used Pearson correlation, partial correlation, and path analysis to examine the fitness of hypothetical models. The findings showed that the mediating role of recognition and familiarity between aesthetic and negativistic perspectives were statistically accepted. To prevent students' bias for fancy or gross animals, the learning (for instance, recognition and familiarity) may play role in reducing the bias. Second, there were two differential paths from humanistic to dominionistic perspectives (ecologistic-naturalistic path and scientistic-utilitarian path). While ecologistic-naturalistic path does not reach dominionistic perspective, scientistic-utilitarian path does reach dominionistic perspective. To prevent students' dominionistic perspective for nature, they need to understand ecologistic-naturalistic minds for the nature.

Estimation of changes in watershed soil organic carbon using APEX model (APEX 모델을 활용한 유역토양유기탄소 변화량 산정)

  • Choo, Inkyo;Seong, Yeonjeong;Choi, Doohoung;Lee, Jun-Hwa;Jung, Younghun
    • Proceedings of the Korea Water Resources Association Conference
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    • 2022.05a
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    • pp.82-82
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    • 2022
  • 최근 지구온난화로 인한 전 세계적 기후변화가 일어나고 있으며, 이러한 지구온난화 방지 대책으로 탄소의 중요성과 탄소중립을 선언하는 국가가 증가하고 있다. 탄소의 중요성이 증가함에 따라 유역 내의 탄소 중립이 중요 이슈로 떠오르고 있다. 유역 내 탄소 저장원으로는 숲, 하천, 토양 등이 존재하나 하천의 경우 탄소의 저장이 곧 수질 오염과 연결이 되기에 바람직한 방안이 될 수 없다. 그러나 토양의 경우 방대한 양의 탄소를 저장하기에 적합한 기능을 하기에 다른 저장원들에 비해 중요한 저장원으로 대두되고 있다. 토양탄소의 경우 일반적으로 유기물과 무기물의 형태로 토양에 저장된다. 이중 토양유기탄소는 장기간 토양 속에서 대기와의 탄소 조절 역할을 하기에 중요 요인으로 대두되고 있다. 하지만 기후변화로 인한 국지성 호우 및 무분별한 개발 등이 증가함에 따라 유역 내 토양 생태계의 변화가 일어나고 있으며, 이에 따른 유역 내 토양유기탄소 또한 손실이 일어나고 있다. 따라서 본 연구에서는 토양의 특성과 모델을 활용하여 유역단위 토양유기탄소량의 변화량을 산정하여 비교 및 분석을 하고자 한다. 이를 위해서 토양유기탄소의 모의가 가능한 APEX 모델을 활용하였으며, 선정된 연구 대상 지역의 토양 특성 자료를 활용하여 입력자료 전처리를 진행 후 모의를 진행하였다. 이후 선행연구 및 보고서를 통한 실측자료를 기반으로 모델 매개변수 보정을 진행하였으며, 보정된 결과를 통해 유역에 대한 토양유기탄소를 산정을 진행하였고 기간별 변화의 차이를 분석하였다. 해당 연구를 통해 유역 내 잠재되어있는 토양유기탄소량 정량화 등의 연구에 활용될 수 있을 것으로 기대한다.

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Firing characteristics analysis of cardiovascular neurons mediating somatosympathetic reflex in the rostral ventrolateral medulla (체성교감반사를 매개하는 상부 복외측연수 심혈관계세포의 흥분발사특성 분석)

  • Goo, Yong-Sook;Cha, Eun-Jong
    • Proceedings of the KOSOMBE Conference
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    • v.1995 no.05
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    • pp.190-194
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    • 1995
  • 체성-교감 반사 유발시 동맥혈압의 조절에 관여한다고 생각되는 상부 복외측 연수 내의 심혈관계 세포를 대상으로 흥분발사의 반응특성을 측정, 분석하였다. 심장 박동주기와 시간적으로 동기되는 흥분발사를 보이는 심혈관계 세포를 찾은 후 체성-교감 반사의 승압반응과 감압반응을 유발시키며 각각에 대해 동일한 세포의 흥분발사의 변화를 측정한 결과 5가지 유형의 반응특성을 얻을 수 있었다. 이들 간에 구성되어 있는 회로망 연결을 설명하고자 2 가지 종류의 특성 세포와 적절한 자극 전달 경로 및 세포간 회로망 연결을 도입하여 본 연구의 실험결과를 모두 설명할 수 있는 가장 간단한 죄소 세포회로망 모델을 구성하였다. 최소 모델의 고찰 결과 고유한 감압경로의 존재가능성이 도출되었다.

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Effects of Perceived Interactions of Digital Transformed Services on Intention to Accept Technology (디지털로 전환된 서비스의 지각된 상호작용이 기술수용의도에 미치는 영향)

  • Lee, Dong-Yub;Kim, Gwi-Gon
    • Journal of Digital Convergence
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    • v.19 no.11
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    • pp.287-300
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    • 2021
  • The purpose of this study is to verify the influence relationship of digitally converted services on consumers' intention to use since traditional services are being converted to digital services due to technological development and increase in non-face-to-face services. The study consisted of a program development procedure and a program effectiveness verification procedure, and bootstrapping was performed to verify the mediating effect adjusted along with multiple regression analysis. The subjects of this study were 323 university (graduate) students and the general public residing in Korea. Results. First, it was found that the three perceived interaction factors (perceived communication, perceived control, and perceived reactivity) of digital transformed services had a positive effect on perceived usefulness and perceived ease of use, respectively. Second, the relationship of influence of technology acceptance intention was verified. Third, it was confirmed that the effect of the three perceived interaction factors of digital transformed services on intention to use was mediated by perceived usefulness and perceived ease of use. Fourth, the mediating effect mediated by digital disparity was confirmed. As a result, it was confirmed that the three perceived interaction factors of the digitally converted service are important factors in the intention to use the digitally converted service. This suggests that efforts are needed to minimize the digital divide.

The Perceived Usefulness of Smartwork and Work-family Conflict (스마트워크 유용성 지각과 일-가정 갈등에 관한 연구: 경계유연추구의도의 매개효과 및 과업상호의존성과 과정통제의 조절효과 검증)

  • Won-Chul Park ;Hyun-Sun Chung ;Dong-Gun Park
    • Korean Journal of Culture and Social Issue
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    • v.19 no.2
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    • pp.109-131
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    • 2013
  • It is expected that expanded use of smartphone and enhanced information technology will enable smartwork to change individuals and organizations. Smartwork is expected to allow people to perform their roles without barriers of time and space. However, people tend not to accept and actively utilize smartwork. The present study is to examine how important flexibility-willingness is for performance outcome in the context of smartwork. It was hypothesized that flexibility-willingness mediates between perceived smartwork usefulness and work-family conflict. It was also hypothesized based on technology acceptance model that task interdependence and process control moderates the relationship between flexibility-willingness and work-family conflict because the relationship is not consistent. The results show that the mediation effect of the flexibility-willingness is statistically significant. The moderator effects of task interdependence was marginal proved but process control wasn't. From these results, we discussed the theoretical implications of findings, limitations, suggestions for future research in discussion.

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Key Structural Features of PigCD45RO as an Essential Regulator of T-cell Antigen Receptor Signaling (T-세포 항원 수용체 매개 신호전달 조절자로서 돼지 CD45RO 구조특성)

  • Chai, Han-Ha;Lim, Dajeong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.9
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    • pp.211-226
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    • 2019
  • Pig CD45, the leukocyte common antigen, is encoded by the PTPRC gene and CD45 is a T cell-type specific tyrosine phosphatase with alternative splicing of its exons. The CD45 is a coordinated regulator of T cell antigen receptor (TCR) signal transduction achieved by dephosphorylating the phosphotyrosine of its substances, including $CD3{\zeta}$ chain of TCR, Lck, Fyn, and Zap-70 kinase. A dysregulation of CD45 is associated with a multitude of immune disease and has been a target for immuno-drug discovery. To characterize its key structural features with the effects of regulating TCR signaling, this study predicted the unknown structure of pig CD45RO (the smallest isoform) and the complex structure bound to the ITAM (REEpYDV) of $CD3{\zeta}$ chain via homology modeling and docking the peptide, based on the known human CD45 structures. These features were integrated into the structural plasticity of extracellular domains and functional KNRY and PTP signature motifs (the role of a narrow entrance into ITAM binding site) of the tyrosine phosphatase domains in a cytoplasmic region from pig CD45RO. This contributes to the selective recognition of phosphotyrosine from its substrates by adjusting the structural stability and binding affinity of the complex. The characterized features of pigCD45RO can be applied in virtual screening of the T-cell specific immunomodulator.