• Title/Summary/Keyword: Network program

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The Factors of Participating in a Smoking Cessation Program using Integrated Method of Decision Tree and Neural Network Algorithm (인공신경망 분석과 결정트리 융합에 의한 금연 프로그램 참여 결정 요인)

  • Byeon, Haewon
    • Journal of the Korea Convergence Society
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    • v.6 no.2
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    • pp.25-30
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    • 2015
  • The purpose of this study was to analyze the factors that affects the participating in a smoking cessation program. Data were from the A Study on the Seoul Welfare Panel Study 2010. Subjects were 1,326 smokers aged 19 and older living in the community. Dependent variable was defined as experience of smoking cessation. Explanatory variables were included as age, gender, level of education, employment status, household income, marital status, drinking, self-reported health status, depression, disease, and physical activity. A prediction model was developed by the use of a Decision Tree and Neural Network Algorithm. In the Prediction model, self reported health status, disease, income, household income were significantly associated with participating in a smoking cessation program. Based this study, systematic education and development of programs are required.

Effects of the Self-Sufficiency Case Management on the Emotional Self-Sufficiency: Focusing on the Perceptions of Self-Sufficiency Program Participants (자활사례관리가 정서적 자활에 미치는 영향: 자활사례관리 수행에 대한 자활참여자의 인식을 중심으로)

  • Lee, Eunji;Jo, Joon-Yong
    • Journal of Digital Convergence
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    • v.17 no.2
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    • pp.19-29
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    • 2019
  • This is an empirical study that examines the effect of the self-sufficiency case management, on the emotional self-sufficiency of the self-sufficiency program participants. To this end, it created self-sufficiency case management evaluation scale utilizing confirmatory factor analysis. Then a face-to-face questionnaire survey was conducted for 142 self-sufficiency program participants in Chuncheon local self-sufficiency center. The results show that the self-sufficiency case management, more specifically, the social support network components significantly affect the emotional self-sufficiency. The findings of this study not only provide empirical evidence of the effectiveness of self-sufficiency case management but raises the need for the expansion of social network type of self-sufficiency case management.

Application and development of radiation worker management program (방사선종사자 관리프로그램의 개발 및 적용)

  • Kim, Jeong-Ho;Yoo, Se-Jong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.11
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    • pp.367-373
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    • 2017
  • The O2O service is an efficient way to operate based on systematic connection of the offline and online states. At present, education, health checkups, and exposure management of radiation workers are separated from offline and online at nuclear-related workplaces. Therefore, we developed a radiation workers management program at the workplace and tried to link online and offline states. After applying the program to the local network, we developed a written employee management system as a computer program and applied it to radiation workers and radiation safety managers at a university hospital in Daejeon using a questionnaire. As a result of the survey, the results of this program can enhance the awareness of safety management and work convenience. There is also a demand for radiation closed workers as well as radiation relative workers. It will be necessary to collect opinions regarding the characteristics of each workplace for the generalization of the radiation workers management program. As a result, real-time radiation safety management and work improvement can be expected through network connections between the workplace, supervisory authority, and related organizations in the future. If a circle structure is formed using the employee management program, development of radiation safety management can be expected.

Exploring the Meaning of College Students' Leisure Activity: Means-end Chain Analysis of Social Network Game Playing

  • Han, Ju Hyoung
    • International Journal of Contents
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    • v.10 no.4
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    • pp.18-22
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    • 2014
  • Social network games (SNGs), a rapidly growing online game genre, are built and played on social network sites. SNGs provide an online world for enjoying leisure time and interpersonal communication, and an increasing numbers of college students are involved in such game-playing as a leisure time activity. Despite the popularity, relatively few studies have been conducted to investigate the nature of game players, especially the meaning of such leisure time behavior by college students. This paper's aim was to explore a subjective meaning structure of online social network game play. The means-end chain model was used to link attributes of SNGs to the underlying values of game playing as a leisure activity. The results revealed two emerging end-values: the need for bridging and a sense of belonging. This study sheds light on the meaning of college students' leisure activities when playing social network games.

OPTIMAL DESIGN MODEL FOR A DISTRIBUTED HIERARCHICAL NETWORK WITH FIXED-CHARGED FACILITIES

  • Yoon, Moon-Gil;Baek, Young-Ho;Tcha, Dong-Wan
    • Management Science and Financial Engineering
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    • v.6 no.2
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    • pp.29-45
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    • 2000
  • We consider the design of a two-level telecommunication network having logical full-mesh/star topology, with the implementation of conduit systems taken together. The design problem is then viewed as consisting of three subproblems: locating hub facilities, placing a conduit network, and installing cables therein to configure the logical full-mesh/star network. Without partitioning into subproblems as done in the conventional approach, the whole problem is directly dealt with in a single integrated framework, inspired by some recent successes with the approach. We successfully formulate the problem as a variant of the classical multicommodity flow model for the fixed charge network design problem, aided by network augmentation, judicious commodity definition, and some flow restrictions. With our optimal model, we solve some randomly generated sample problems by using CPLEX MIP program. From the computational experiments, it seems that our model can be applied to the practical problem effectively.

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An Authentication Scheme for Network Users Using Smart Card (스마트 차드를 이용한 네트워크 가입자 신분 확인)

  • Lee, Jang-Won;Hong, Gi-Yung;Jo, Hyeon-Suk
    • The Transactions of the Korea Information Processing Society
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    • v.3 no.5
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    • pp.1170-1178
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    • 1996
  • In this paper, an authentication scheme for network users using smart card is proposed. The network center generates key information and distributes the generated key to the network users safely. It also carries out the verification of the network users to prevent in-proper use caused by stolen of cards. In addition to that the net-work users can change their password in anytime they want. Therefor, we provide more secure and efficient mutual authentication methods.

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Personalizing Information Using Users' Online Social Networks: A Case Study of CiteULike

  • Lee, Danielle
    • Journal of Information Processing Systems
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    • v.11 no.1
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    • pp.1-21
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    • 2015
  • This paper aims to assess the feasibility of a new and less-focused type of online sociability (the watching network) as a useful information source for personalized recommendations. In this paper, we recommend scientific articles of interests by using the shared interests between target users and their watching connections. Our recommendations are based on one typical social bookmarking system, CiteULike. The watching network-based recommendations, which use a much smaller size of user data, produces suggestions that are as good as the conventional Collaborative Filtering technique. The results demonstrate that the watching network is a useful information source and a feasible foundation for information personalization. Furthermore, the watching network is substitutable for anonymous peers of the Collaborative Filtering recommendations. This study shows the expandability of social network-based recommendations to the new type of online social networks.

Development of the Neural Network Steering Controller based on Magneto-Resistive Sensor of Intelligent Autonomous Electric Vehicle (자기저항 센서를 이용한 지능형 자율주행 전기자동차의 신경회로망 조향 제어기 개발)

  • 김태곤;손석준;유영재;김의선;임영철;이주상
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.196-196
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    • 2000
  • This paper describes a lateral guidance system of an autonomous vehicle, using a neural network model of magneto-resistive sensor and magnetic fields. The model equation was compared with experimental sensing data. We found that the experimental result has a negligible difference from the modeling equation result. We verified that the modeling equation can be used in simulations. As the neural network controller acquires magnetic field values(B$\_$x/, B$\_$y/, B$\_$z/) from the three-axis, the controller outputs a steering angle. The controller uses the back-propagation algorithms of neural network. The learning pattern acquisition was obtained using computer simulation, which is more exact than human driving. The simulation program was developed in order to verify the acquisition of the teaming pattern, teaming itself, and the adequacy of the design controller. The performance of the controller can be verified through simulation. The real autonomous electric vehicle using neural network controller verified good results.

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A Study on Development for Multiplexing of CAR Network with Controller Area Network (CAN) Communication Protocol (Controller Area Network (CAN) 통신 프로토콜을 사용한 자동차 Network의 다중화 기법의 개발에 관한 연구)

  • 정차근
    • Proceedings of the Korea Institute of Convergence Signal Processing
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    • 2001.06a
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    • pp.29-32
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    • 2001
  • This paper describes a development of the integrated controller system for car electrical signal control with CAN communication protocol. The CAN protocol is a robust serial bus system for the control of distributed module in the multiplexed network. After a brief of the main features of the CAN will be addressed, this paper presents the result of the development of the integrated hardware system overall control program.

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