• Title/Summary/Keyword: pull factors

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Steel-UHPC composite dowels' pull-out performance studies using machine learning algorithms

  • Zhihua Xiong;Zhuoxi Liang;Xuyao Liu;Markus Feldmann;Jiawen Li
    • Steel and Composite Structures
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    • v.48 no.5
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    • pp.531-545
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    • 2023
  • Composite dowels are implemented as a powerful alternative to headed studs for the efficient combination of Ultra High-Performance Concrete (UHPC) with high-strength steel in novel composite structures. They are required to provide sufficient shear resistance and ensure the transmission of tensile forces in the composite connection in order to prevent lifting of the concrete slab. In this paper, the load bearing capacity of puzzle-shaped and clothoidal-shaped dowels encased in UHPC specimen were investigated based on validated experimental test data. Considering the influence of the embedment depth and the spacing width of shear dowels, the characteristics of UHPC square plate on the load bearing capacity of composite structure, 240 numeric models have been constructed and analyzed. Three artificial intelligence approaches have been implemented to learn the discipline from collected experimental data and then make prediction, which includes Artificial Neural Network-Particle Swarm Optimization (ANN-PSO), Adaptive Neuro-Fuzzy Inference System (ANFIS) and an Extreme Learning Machine (ELM). Among the factors, the embedment depth of composite dowel is proved to be the most influential parameter on the load bearing capacity. Furthermore, the results of the prediction models reveal that ELM is capable to achieve more accurate prediction.

Locational Analysis of Rural Industrial Estates and Chonbuk Economic Development Strategies (농공지구 입지분석 : 전라북도의 경우)

  • 박임구;백영기;장재우
    • Journal of the Korean Regional Science Association
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    • v.9 no.2
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    • pp.103-119
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    • 1993
  • This research examines the spatial development of rural industrial estates (Nong-gong Jigu) in Chonbuk province and gives insight into the strategies for economic development in the entire region. Selected location factors which are likely to pull new investment into the estates are examined by using questionnaires. Few loction factors except nonlocal factors can be found in explaining why location choices are made. The irrelevance of the analysis based on location factors suggests that an alternative approach should analyze changes in the spatial development of the rural industrial estates. Such an alternative is to understand the dynamics of the spatial organization of production by focusing on characteistics of plant closing in the rural industrial estates. To take into account of the characteristics of plant closing we provide the hypothesized relationships between employment size, organizational structure, inter and intra industrial linkage, characteristics of production processes, and availability of local labor market and the likelihood of closing. A logit model is then made to identify the selected factors which might influence the probability of plant closing. The results from the logit analysis and their implications suggest that the policy should be more concerned with the characteristics of firms, such as size and ownership, as well as of the local labor markets. Given that the Chonbuk region has experienced rapid population decline, together with its poor industrial base, it seems that the success of the policy in the declined rural areas in less certain.

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A Study on Technology Acceptance Plans to Expand Direct Participation in the Sports Industry (스포츠 산업의 직접 참여 확대를 위한 기술수용 방안 연구)

  • Sangho Lee;Kwangmoon Cho
    • Journal of Internet of Things and Convergence
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    • v.9 no.1
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    • pp.105-115
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    • 2023
  • This study seeks to find a way to induce users to expand their direct participation in sports through the acceptance of digital technology. From July 1 to August 30, 2022, a survey was conducted targeting home training users who applied the Internet of Things (IoT). 129 people participated in the survey through non-face-to-face self-administration method. For data processing, frequency analysis, exploratory factor analysis, reliability analysis, correlation analysis, multiple regression analysis, and 3-step mediation regression analysis were conducted using IBM's SPSS 21.0 program. The results of the study are as follows. First, in the relationship between the home training PPM model and direct participation in sports, ease appeared to have a mediating effect. In the factors of push, simple functionality showed a complete mediating effect, and inefficiency showed a partial mediating effect. Among pull factors, enjoyment and possibility of experience showed a complete mediating effect. In the mooring factors, individual innovativeness showed a complete mediating effect. Second, in the relationship between home training PPM model and direct participation in sports, usefulness showed a mediating effect. In the factors of push, simple functionality showed a complete mediating effect, and inefficiency showed a partial mediating effect. Among pull factors, enjoyment and possibility of experience showed a complete mediating effect. Among the mooring factors, individual innovativeness showed a partial mediating effect. Through this research, it is expected that the sports industry will contribute to the expansion of consumption expenditure and economic growth through the expansion of digital technologies such as NFT, Metaverse, and virtual/augmented reality.

The Factors Determining on the Employment Rate of Men Aged 55~64 in 15 OECD Countries (OECD 15개국 중고령 남성의 취업률 결정요인)

  • Ji, Eun-Jeong
    • Korean Journal of Social Welfare
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    • v.63 no.2
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    • pp.233-260
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    • 2011
  • This study intends to analyze the trend of employment rate of men aged 55~64 in 15 OECD countries from 1980 to 2005. Furthermore, this study means to examine the determinants of men aged 55~64 in 15 OECD countries to support the labor force participation among them. The analysis is based on the data of OECD, ILO and LIS. The analysis method is Arellano and Bond(1981)'s difference GMM which used instrumental variables by dynamic panel model which estimates state dependency of labor market participation and individual panel's heterogeneity. The main results from this analysis are summarized in three points. First, the employment rates of men aged 55~64 had decreased until the middle of the 1990s, while that has been increasing since 1995. Second, the sate dependency strongly worked in the employment rates of 55~64 men and positive period effect was observed for 1980~2005. This study cannot find the pull effect of public pension, while labor market push effect have negatively affected. Third, temporary work rates had contributed to increase the employment rate of men aged 55~64 for 1996~2005. The poverty has become the mechanism of the labor.

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A Study on the Influence of Entrepreneurial Motivations of College Students Majoring in Foodservice on Entrepreneurial Intentions: Focused on the Moderating Effects by Gender (외식관련전공 대학생의 창업동기가 창업의도에 미치는 영향에 관한 연구: 성별의 조절효과를 중심으로)

  • Kwon, Young-Guk;Yoon, Hye Hyun
    • Culinary science and hospitality research
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    • v.19 no.4
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    • pp.193-210
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    • 2013
  • The purpose of this study is to understand the influence of entrepreneurial motivation upon entrepreneurial intentions of college students majoring in foodservice through the pull and push factors of the motivation theory, analyzing the moderating effects by gender. Based on total 317 college students, this study was conducted with exploring factor analysis, reliability analysis, correlation analysis, regression analysis, and hierarchical moderated regression. The results showed that, among the pull factors, need for achievement (p<0.001) and self-actualization (p<0.01) had a significant positive influence on entrepreneurial intentions. It appears that entrepreneurial intentions of college students majoring in foodservice were developed by positive entrepreneurial motivation. The moderating effects by gender were not significant. Through the study results with theoretical suggestions, this study proposed a policy to encourage entrepreneurial activation and desires in college students. Limitations and further research directions are also discussed.

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Friction Properties between Fiber-Mixed Soil and Geogrid (섬유혼합토와 지오그리드 사이의 마찰 특성 평가)

  • Cho, Sam-Deok;Lee, Kwang-Wu;An, Ju-Hwan
    • Journal of the Korean Geosynthetics Society
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    • v.2 no.1
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    • pp.27-37
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    • 2003
  • The factors affecting shear strength and friction characteristics of the fiber-mixed soil can be classified into engineering properties of soil; particle-size, distribution, and particle shape, physical and mechanical properties of fiber; shape, length, diameter, tensile strength, elastic modulus, friction coefficient, and mixed ratio and external factors; confined stress and compaction condition. In this study, a series of shear friction tests and pull-out tests were performed to evaluate the friction properties of fiber-mixed soil according to soil type, fiber type, fiber mixed ratio and compaction degree. The materials and test conditions used in this study are as follows. Soils: SM and ML; mixing fibers: three types of polypropylene fibers(net type 38mm and 60mm, and line type 60mm); reinforcement: geogrid; mixing ratio: 0.2% and 0.3%; degree of compaction : 85% and 95%.

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Expression of ATE2 Transcription Factor and the Interaction with AP-1 Factors : BATF, c-Fos, c-Jun (ATF2 전사인자의 발현과 AP-1 전사인자인 BATF, c-Fos, c-Jun과의 이량체 형성)

  • Jang Hye-Young;Kim Jae-Ho
    • Journal of Life Science
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    • v.15 no.6 s.73
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    • pp.928-934
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    • 2005
  • ATF2 is a cellular transcription factor which belongs to the CREB/ATF class and it is leucine zipper protein which generally binds to DNA as dimers. This paper presents the procedure for subcloning the ATF2 gene and the results of experiment used the expressed ATF2. The pET expression vector was used since it produced 6xHis fusion protein for easy purification using affinity column. The Nickel chelating chromatography was used for Purifying the expressed ATE2 from E- codi BL2l. Subsequen시y In vitro binding pull-down assay showed the binding specificity of ATF2 with AP-1 family factors such as BATF, c-Fos, c-Jun and ATF2 itselgf. ATF2 forms homodimer as well as strong heterodimer with BATF. It also forms stable dimer with c-Jun but barely binds with c-Fos.

A Study on the Pull-out test for Non-Destructive Evaluation of Concrete Strength (콘크리트 비파괴강도 추정을 위한 인발시험법에 대한 연구)

  • 한만엽;김동욱
    • Proceedings of the Korea Concrete Institute Conference
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    • 1999.10a
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    • pp.639-642
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    • 1999
  • Pullout test known as Lok test among the test methods to evaluate concrete strength strength is a test method which is used to decide the form removal time by assessing the early strength of concrete in a new construction, or to control the quality of newly placed concrete. This method has inconvenience to place inserts on the form work in advance, however, the placing work is quite simple and it has advantage that the strength can be measured at field as long as the inserts are placed. In this study, the first step is to investigate the properties of test method itself, by performing the laboratory test which covers deviation of the method and factors affecting the results, etc. The second step is to correlate the result with cylinder strength and other NDT methods such as rebound hammer, ultrasonic method, etc. And that, the results are compared with foreign results to find the differences between the two. In this research, new factors such as moisture content, area of aggregate failure cross section and area of aggregate separation cross section, etc as well as wate-cement ratio and age are investigated.

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Cervical Traction: Review of Literature and Treatment Guidelines (경추견인: 문헌고찰과 치료지침)

  • Kim Han-Soo;Lee Yong-Deok;Kwon Won-An
    • The Journal of Korean Physical Therapy
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    • v.14 no.3
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    • pp.24-44
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    • 2002
  • Traction has been used since ancient times in the treatment of painfull spinal conditions, but the literature on traction and its clinical effectiveness Is limited. Traction can be defined as a drawing or pulling tension applied to a body segment. Cervical traction is a technique that applies a longitudinal force of the cervical spine and associated structures. Goals of traction include reduction of radicular signs and symptoms associated with conditions such as disk protrusion, degenerative disk disease, lateral stenosis, muscle spasm, and subluxations. The various mechanical factors most relevant to cervical traction are organized and discussed. The factors presented are 1) angle of pull, 2) Traction force, 3) duration of traction, 4) neck position and clinical application, and 5) frequency of treatment. It should allow physical therapists to adjust traction protocol to match the patient's symptoms and diagnosis. The purpose of this study is to provide a comprehensive overview of the cervical traction and treatment guidelines.

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Debt Investment Outflows and Inflows in Korea and Covered Interest Parity Deviation (채권시장 자본유출입과 무위험 금리평형 이탈)

  • Gab-Je Jo
    • Korea Trade Review
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    • v.47 no.1
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    • pp.181-198
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    • 2022
  • This paper investigates the arbitrage effect by the covered interest parity (CIP) deviation, as well as other push or pull factor effect on capital inflows and ouflows in the Korean bond market, by utilizing OLS, TSLS, IRF and VDC in EC model. The sample period covers February 2002 to December 2020. It is found that, the swap basis reflecting the CIP deviations have the significant effects on both debt investment inflows and debt investment outflows. Also, it is found that, the Korean risk factors have decreasing effects on foreigner's investment in the Korean bonds, while the global risk factors have decreasing effects on Korean resident's investment in the foreign bonds.