• Title/Summary/Keyword: Model Support

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Effects of Behavioral Inhibition in Young Children on Self-Determination: Sequential Mediating Effects of Mother's Parenting Anxiety and Autonomy Support (유아의 행동억제가 자기결정성에 미치는 영향: 어머니의 양육불안과 자율성 지지의 순차매개효과)

  • Ji-Hyo Kim;Nary Shin
    • Korean Journal of Childcare and Education
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    • v.19 no.6
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    • pp.97-113
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    • 2023
  • Objective: The purpose of this study is to investigate the effect of young children's behavioral inhibition on self-determination, examining the sequential mediating effects of mothers' parenting anxiety and autonomy support. Methods: Participants in this study were 225 mothers with children aged 6 years. An online survey was conducted, and SPSS Statistics 23.0 was used for basic analysis. The research model used the Process Macro 4.0 program. Results: The higher the level of behavioral inhibition, the lower the child's self-determination. Furthermore, a mediating effect was confirmed when parenting anxiety was added. However, in the single mediation model and the sequential mediation model in which autonomy support was added, the direct effects of behavioral inhibition temperament and parenting anxiety on self-determination disappeared. As a result, behavioral inhibition characteristics were found to have an indirect effect on self-determination through the sequential mediating effects of mother's parenting anxiety and autonomy support. Conclusion/Implications: If a mother with a child with a behaviorally inhibited temperament properly handles the negative emotions experienced during parenting based on her understanding of the child and supports the child to have a high degree of autonomy, she can enhance the child's right to self-determination.

Cooperative bearing behaviors of roadside support and surrounding rocks along gob-side

  • Tan, Yunliang;Ma, Qing;Zhao, Zenghui;Gu, Qingheng;Fan, Deyuan;Song, Shilin;Huang, Dongmei
    • Geomechanics and Engineering
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    • v.18 no.4
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    • pp.439-448
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    • 2019
  • The bearing capacity of roadside support is the key problem in gob-side entry retaining technology. To study the cooperative bearing characteristics of the roof-roadside support-floor along the gob-side entry retaining, a mechanical model of the composite structure of the roof-roadside support-floor was first established. A method for determining the structural parameters of gob-side entry retaining was then proposed. Based on this model, adaptability analysis of roadside support was carried out. The results showed that the reasonable width of the gob-side entry roadway was inversely proportional to the mining height, and directly proportional to the bearing strength of the roof and floor. And the reasonable width of the "flexible-hard" roadside support was directly proportional to its own strength, and inversely proportional to the width of the gob-side entry retaining. When determining the position and size of the roadside support along the gob-side entry retaining, the surrounding rock environment should be fully considered. Measured results from case study also show the rationality of the model and calculation method.

The Relationship between Basic Psychological Needs and Postpartum Depression: Focused on the Mediating Effects of Spousal Support and Marital Satisfaction (기본심리욕구와 산후우울의 관계: 배우자지지, 결혼만족도의 매개 효과)

  • Bae, Yeon Wook;Yu, Kum Lan
    • The Journal of the Korea Contents Association
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    • v.21 no.3
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    • pp.518-528
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    • 2021
  • Based on the Self-Determination Theory and previous studies, this study confirmed that basic psychological needs among Self-Determination Theory have an indirect influence on the postpartum depression through mediation of spousal support and marital satisfaction. A sample of 313 mothers who raises her child within a year of giving birth completed a questionnaire survey, and a structural equation model was utilized to analyze the data. Results indicated that both the measurement model, and the hypothesized structural model fit to the data. Meanwhile, when compared with the hypothesized model in which the path between all variables is established, the competitive model excluding the path from spousal support to postpartum depression has no difference in fitness, and was relatively simple and adopted as the final model. In the final model, the link between basic psychological needs and postpartum depression was partially mediated by spousal support and marital satisfaction. In addition, marital satisfaction was found to mediate completely the relationship between spousal support and postpartum depression. Based on the results, it would be helpful to identify the status of basic psychological needs, spouse support, and marriage satisfaction in counseling related to postpartum depression.

Application of a support vector machine for prediction of piping and internal stability of soils

  • Xue, Xinhua
    • Geomechanics and Engineering
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    • v.18 no.5
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    • pp.493-502
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    • 2019
  • Internal stability is an important safety issue for levees, embankments, and other earthen structures. Since a large part of the world's population lives near oceans, lakes and rivers, floods resulting from breaching of dams can lead to devastating disasters with tremendous loss of life and property, especially in densely populated areas. There are some main factors that affect the internal stability of dams, levees and other earthen structures, such as the erodibility of the soil, the water velocity inside the soil mass and the geometry of the earthen structure, etc. Thus, the mechanism of internal erosion and stability of soils is very complicated and it is vital to investigate the assessment methods of internal stability of soils in embankment dams and their foundations. This paper presents an improved support vector machine (SVM) model to predict the internal stability of soils. The grid search algorithm (GSA) is employed to find the optimal parameters of SVM firstly, and then the cross - validation (CV) method is employed to estimate the classification accuracy of the GSA-SVM model. Two examples of internal stability of soils are presented to validate the predictive capability of the proposed GSA-SVM model. In addition to verify the effectiveness of the proposed GSA-SVM model, the predictions from the proposed GSA-SVM model were compared with those from the traditional back propagation neural network (BPNN) model. The results showed that the proposed GSA-SVM model is a feasible and efficient tool for assessing the internal stability of soils with high accuracy.

Design of Flexible DSS Architecture for OTC Derivatives Trading: 'A' Bank Case (장외파생상품거래를 위한 유연한 의사결정지원시스템 아키텍처 설계에 관한 연구: A은행 사례)

  • Lee, Keun-Woo;Yang, Kun-Woo
    • The Journal of Information Systems
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    • v.20 no.1
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    • pp.107-126
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    • 2011
  • Model-based decision support system (DSS) has acted as a crucial role in strengthening the business competitiveness by providing a way of modeling and solving real-world decision problems in a quantitative and scientific manner. It is even more important for trading OTC derivatives, which requires extensive financial-engineering expertise while actively reacting to the continuously changing financial market. This paper proposes a flexible model-based DSS architecture that can support user-friendly interface for executing and analyzing the models and can adapt to the changes of financial market seamlessly. For user-friendliness, we implement the user-interfaces (UIs) using Microsoft Excel, a very widely used spreadsheet program for its great generality and extensibility. Users can utilize the analysis results of DSS or reprocess them for their special needs through the UIs in the form of familiar spreadsheets easily. For adaptiveness to the markets, the proposed architecture is constructed based on the object-oriented concepts, which enables such changes as release of a new financial product can be updated into the system without any delay at the lowest cost. We investigate the practical benefits and limitations of the proposed architecture by a case study on the construction of Model-based Trading Support System (MTSS), performed by a commercial bank in Korea.

Development of Counseling Support System Model for improving Student's Internet Addiction Problem (청소년의 인터넷 중독 문제 개선을 위한 상담 지원 시스템 모형 개발)

  • Lim, Jin-Sook;Park, Jong-O;Kim, Seong-Sik
    • Journal of The Korean Association of Information Education
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    • v.8 no.4
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    • pp.523-534
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    • 2004
  • This study developed a system model to provide teachers unskilled in counseling with contents and methods of counseling so that they can counsel students addicted to the Internet. The system is composed of three modules, which are counseling contents module that provide contents and methods of counseling, counseling support module that maintains and provides information about students and the results of counseling, and evaluation support module that is for the diagnosis of Internet addiction and questionnaire evaluation. The system was applied to 30 elementary and secondary school teachers in their counseling of students addicted to the Internet. According to the result, we analyzed the problems of the developed system. Based on problems and suggestions raised by teachers participating in counseling, we modified this system model.

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Case Study : Development of Customer Support Center Staffing Model (고객지원 센터의 최적 인력 일정계획 수립 모델 개발에 대한 사례연구)

  • Yu, Woo-Yeon;Kim, Hee-Dong;Yang, Jaek-Yung
    • IE interfaces
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    • v.18 no.3
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    • pp.317-326
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    • 2005
  • Staff scheduling is an important area, both from an academic and industrial point of view. It has become increasingly important as business becomes more service oriented and cost conscious in a global environment. There has been a lot of study to develop new and efficient staff scheduling models and methods. The purpose of this paper is not to develop new theoretical results but to develop a comprehensive user-friendly staffing model that can be applied to the real-world practice. The developed staffing software, OptStaff, provides the optimal configuration of the customer support center including the selection of customer support center locations, the allocation of staffs to each selected location, and schedules of staffs, so as to minimize the total cost while maximizing the customer satisfaction level. OptStaff also has capability to do scenario analysis by varying the levels of parameters and to create a variety of graphs and reports with user-friendly interfaces.

Mobility Support Architecture in Locator-ID Separation based Future Internet using Proxy Mobile IPv6

  • Seok, Seung-Joon
    • Journal of the Korean Institute of Intelligent Systems
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    • v.24 no.2
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    • pp.209-217
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    • 2014
  • Of several approaches for future Internet, separating two properties of IP address into locator and identifier, is being considered as a highly likely solution. IETF's LISP (Locator ID Separation Protocol) is proposed for this architecture. In particular, the LISP model easily allows for device mobility through simple update of information at MS (Mapping Server) without a separate protocol. In recent years, some of the models supporting device mobility using such LISP attributes have emerged; however, most of them have the limitation for seamless mobility support due to the frequent MS information updates and the time required for the updates. In this paper, PMIPv6 (Proxy Mobile IPv6) model is applied for mobility support in LISP model. PMIPv6 is a method that can support mobility based on network without the help of device; thus, this we define anew the behavior of functional modules (LMA, MAG and MS) to fit this model to the LISP environment and present specifically procedures of device registration, data transfer, route optimization and handover. In addition, our approach improves the communication performance using three tunnels identified with locators between mobile node and corresponding node and using a route optimized tunnel between MN's MAG and CN's MAG. Finally, it allows for seamless mobility by designing a sophisticated handover procedure.

Success Factors for Web-based Agricultural Information Systems (웹기반 농업정보시스템 성공요인에 관한 연구)

  • Yoo, Chul-Woo;Park, Soo-Min;Choe, Young-Chan;Shim, Gun-Seop
    • Journal of Korean Society of Rural Planning
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    • v.15 no.4
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    • pp.59-74
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    • 2009
  • This study reviews and modifies general IS success models to find success factors of WIS(Web-based Information Systems) and to confirm the relationship between WIS success and user's satisfaction of web use. A WISSM(Web-based Information Success Model extended to include EQ(E-Quality) is developed to anticipate user's intention to use Web-based Agricultural Information System and fit into the survey data from 252 WIS users of RDA(Rural Development Administration). PLS is applied to estimate a structural model based on EQ-WISSM to test hypotheses including 1) users reach a high level of intention to use Web-based Information Systems when they feel a high level of interactivity among an 'E-Quality', 'Decision Making Support Satisfaction' and 'Task Support Satisfaction', and E-Quality boosts intention to use Web-based Information Systems. The results show high path coefficients and $R^2$ values and find followings; First, the EQ-WISSM explains the user's intention to use WAIS quite well. Second, E-Quality can be used well in web-based IS environment to predict IS Success. Finally, this research finds the importance of 'Task Support Satisfaction' as a mediator between 'Decision Making Support Satisfaction', 'E-Quality' and 'Intention to Use'.

A Structural Model of Health Behavior Compliance in Patients with Percutaneous Coronary Intervention based on Self-Determination Theory (자기결정성이론 기반 관상동맥중재술 환자의 건강행위 이행 구조모형)

  • Park, Ae Ran
    • Journal of East-West Nursing Research
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    • v.24 no.2
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    • pp.101-109
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    • 2018
  • Purpose: The purpose of this study was to construct and test a structural equation model of health behavior compliance among patients with percutaneous coronary intervention based on self-determination theory. Methods: A total of 227 participants who received follow-up care after percutaneous coronary intervention were recruited. A structured questionnaire was used to assess health providers' autonomous support, basic psychological needs, autonomous motivation, controlled motivation, type D personality, and health behavior compliance. Collected data were analyzed using SPSS 21.0 and AMOS 21.0 program. Results: The final hypothetical model showed a good fitness with data: GFI=.94, RMSEA=.07, CFI=.96, NFI=.92, TLI=.94. The results revealed that autonomous support of health care providers, basic psychological needs, and autonomous motivation, and D-type personality accounted for 51.8% of health behavior compliance. Conclusion: The findings of this study indicate that enhanced autonomous support of health care providers is essential to promote patients' basic psychological needs and autonomous motivation. This leads to maximized compliance to the health behaviors among patients who underwent percutaneous coronary intervention. We recommend that health care institutions establish various measures to foster the special environments in which health care providers can actively provide and utilize autonomous support for their patients.