• Title/Summary/Keyword: 가치 통제

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Utilizing On-Chain Data to Predict Bitcoin Prices based on LSTM (On-Chain Data를 활용한 LSTM 기반 비트코인 가격 예측)

  • An, Yu-Jin;Oh, Ha-Young
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.25 no.10
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    • pp.1287-1295
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    • 2021
  • During the past decade, it seems apparent that Bitcoin has been the best performing asset class. Even without a centralized authority that takes control over, Bitcoin, which started off with basically no value at all, reached around 65000 dollars in 2021, showing a movement that will definitely go down in history. Thus, even those who were skeptical of Bitcoin's intangible nature are stacking bitcoin as a huge part of their portfolios. Bitcoin's exponential growth in value also caught the attention of traditional banking and investment firms. Along with the spotlight Bitcoin is getting from the investment world, research using macro-economic variables and investor sentiment to explain Bitcoin's price movement has shown progress. However, previous studies do not make use of On-Chain Data, which are data processed using transaction data in Bitcoin's blockchain network. Therefore, in this paper, we will be utilizing LSTM, a method widely used for time-series data prediction, with On-Chain Data to predict the price of Bitcoin.

The Effect of Global outsourcing on the Environment (글로벌 아웃소싱이 환경에 미치는 영향 분석)

  • Cho, Sung-Taek
    • International Area Studies Review
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    • v.21 no.4
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    • pp.65-83
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    • 2017
  • As Global value chain(GVC) is deepening, the importance of intermediated good trade is growing in international trade issues. Such facts lead to much discussions about the relation between Global Outsourcing and pollution. This study analyzed the effect of Global outsourcing on Environment using the data including 21 industries for 2004-14. $CO_2$ intensity is used as a proxy for the environment variable and to measure Global outsourcing and I employed the method suggested by Feenstra and Hanson(1999), Amiti and Wei(2006). To examine the effect Global outsourcing on the Environment more precisely, this paper controlled the factors that can affect the environment level on the basis of the theory suggested by Copeland and Taylor(1994). In the methodology, System GMM is employed to solve endogenous problem. The results show that for overall industries, Global outsourcing effect cannot be identified and for polluting industries, the result is identical. However, Global outsourcing has a negative effect on the pollution level for China and developing countries. In other words, as Global outsourcing is increasing, the national pollution level is decreasing.

A Study on the Educational Performance of Education Information System (교육정보시스템이 교육성과에 미치는 영향에 관한 연구)

  • Kim, Jong-Hwan;Park, Myung-Jong
    • Journal of Korea Society of Industrial Information Systems
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    • v.15 no.5
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    • pp.221-233
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    • 2010
  • For the education information system, evaluation of the performance have to incorporate the special characteristics od education. This paper is to develop some measures to assess the performance of Korean National Education Information System (NEIS). Performance measures are classified those into three detailed areas as the flow of value chain. which include end-users area, education process area and performance area. Research results show that the users's concern to the information system have an affirmative influence on the satisfaction of users, and attitude change of users have also a positive influence on the administration area of the information system such as task productivity, task innovation, satisfaction of the education users, activity of control process. Also, user's satisfaction for NEIS, that comes from the communication, have an affirmative influence on the better performance of education,

A Reflection on Social Perspective of Information Behavior: Around the Theory of Information Worlds (사회적 관점에서의 정보행동 연구에 관한 일 고찰 - 정보세계이론을 중심으로 -)

  • Park, Sungjae
    • Journal of the Korean Society for Library and Information Science
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    • v.56 no.1
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    • pp.425-447
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    • 2022
  • The purpose of this study is to introduce the Theory of Information Worlds which analyzes information behaviors in the social perspective. This study analyzed dissertations using the theory to provide the understanding of the theory and suggest theoretical implications. The theory was developed by Burnett and Jeager in 2008, and since then it was applied in 14 dissertations. Key concepts of the theory include social norms, social types, information value, information behavior, and boundaries. These concepts are intervened in the process of creation and control of behavior through interaction each other. Qualitative research was adopted in more research rather than quantitative research; especially interview and content analysis were applied. It is expected that the spectrum of information behavior research in Korea is broaden and deeper through this study.

A Study on how to use Namsadang Nori Deotboegi for Training Actors (남사당놀이 덧뵈기의 연기 훈련 활용 방향 연구)

  • Hwang, Seok-Ha
    • Journal of Korea Entertainment Industry Association
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    • v.13 no.7
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    • pp.155-164
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    • 2019
  • This paper studies the possible ways to make the most of Namsadang Nori Deotboegi which has been designated as National Intangible Cultural Property No 3 as well as UNESCO World Intangible Cultural Heritage in training actors. Considering the fact that all six parts of a Namsadang performance were included as Important Intangible Cultural Properties, the historical and traditional value of the itinerant performance troupe is significant. The improvisatory characteristics of witty remarks, the 'Korenness' of the movement and breathing in Deotboegi dance, the spatial awareness realised through performing witty remarks with musician as well as the 'Koreaness' in the emotions conveyed are the particular values of Deotbeogi for training actors. The required ability to listen to the co-performer and not to anticipate what might be said next helps the performer do develop a strong focus to be able to stay in the moment. The heightened awareness of the body, and the ability to control it as well as the awareness of the space including the co-performers are helpful in the context of both traditional and contemporary performance.

The Effects of Mentee's Characteristics and Value Orientation on Informal Mentoring Function of ROK Military (멘티의 성격특성과 가치성향이 군(軍) 조직의 비공식적 멘토링 기능에 미치는 영향)

  • Lee, Ho Bok;Lee, Kyu-Man
    • Management & Information Systems Review
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    • v.32 no.4
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    • pp.81-101
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    • 2013
  • The purpose of this study was to examine the effects of mental similarity and internal locus of control, which are the characteristics of an organizational member, and individualism and power distance, which are an individual's sense of value, on mentoring function in an informal mentoring relationship of ROK army. For corroborative analysis, the sample was collected from 547 questionnaires, which contain validate data out of 1,000 questionnaires distributed to junior officers working at ROK army's division level unit. The data proved that, First, mental similarity and internal locus of control positively effected upon mentoring function. Second, individualism positively effected upon mentoring function while power distance had a negative effect on it. Thus in an informal mentoring relationship of ROK army, a mentee perceived as he or she gains more support from mentoring function when a mentee recognizes higher mental similarity, individualism, and is in an internal locus of control. On the other hand, a mentee who perceived higher power distance felt as he or she gets less support from mentoring function. Through this investigation, the significance of influential components of mentoring function in a mentoring relationship of ROK army was demonstrated, and these research results could be highly supportive for a future research based on mentoring relationship.

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Effects of the Acceptance and Commitment Therapy Group Program (ACT) on the Psychological Flexibility, Self-Compassion, and Recovery in Alcoholics (수용-전념치료(ACT)가 알코올중독자의 심리적 유연성과 자기-자비 및 회복에 미치는 효과 연구)

  • Lee, Ho
    • The Journal of the Korea Contents Association
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    • v.19 no.12
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    • pp.604-614
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    • 2019
  • The purpose of this study is to evaluate the effects of the acceptance commitment therapy program (ACT) on the psychological flexibility, self-compassion, recovery in alcohol dependents. The ACT program contains skills that establish acceptance and willingness, defusion, self-as-context, contact with the present moment, clarifying values, and committed action. This study was intended to enhance the effects on the psychological flexibility, self-compassion, recovery in alcohol dependents with ACT program. Fifteen inpatients with alcohol dependence were participated in the ACT group and the same number of participants were in the both CBT control group and TAU control group. The ACT program was held once a week, eight times, and each session was 90-minute long. Repeated measure of MANOVA and post-hoc were used to compare pre-test mean with post-test and with follow-up test mean. As a result of ACT program, positive changes were assured in the psychological flexibility including acceptance, cognitive defusion, being present, committed action and the increase of self-compassion and of recovery in alcoholics.

The Effects of Corporate Ethics Policies on Ethical Decision Making - Focused on the moderating effect of individual variables (기업의 윤리정책이 윤리적 의사결정에 미치는 영향에 관한 연구 - 개인특성의 조절효과를 중심으로)

  • Kwon, Yong-Man
    • Journal of Digital Convergence
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    • v.8 no.1
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    • pp.55-69
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    • 2010
  • This thesis looks closely at the moderating effect of individual variables while we analyzed how corporate's ethics policies have influence on his ethical decision-making behaviors. The subjects of the research were full-time employees (n=211) in the Seoul metropolitan region. The research model was substantiated through statistical analysis of credibility and validity, correlation, variance, and moderated regression analysis (MRA). This study found that within an organization with a code of ethics, the level of enforcement of the code and the level of employee awareness of core values sought by the company determined the level of influence of the code on ethical decision making. In other words, internal factors exerted a greater influence than external evaluation of a corporation's ethical decision making practices and therefore, it is necessary for decision-making practices to be transparent and recognized by the members within an organization. The study also found that the employee's awareness about the long-term visions of the company at a higher level and the employees who have a locus of control to their members internally acted as independent variables as well as control variables on the ethical decision-making. In addition, there were great differences in the level of ethical decision-making among the variables used as controls, which means these differences were related to the individual variables. Accordingly, in order to get ethical decision-making practices at a higher level, a education & training program will be designed and implemented variously as considering on the particular characteristics of the control variables we used in this study.

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Family Volunteering and the Family Health (가족자원봉사경험과 가족의 건강성에 관한 연구)

  • Lee, Keung-Eun
    • Korean Journal of Social Welfare
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    • v.52
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    • pp.63-87
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    • 2003
  • Our society has had a growing interest in a family volunteering activity which has been proposed to be helpful to strengthen the health of the families. Thus this could be a new alternative strategy for motivating a family life as well as activating a volunteering activity which takes a major portion in the source for social welfare, as a precautionary measure against various social problems. This research therefore studied the effects of the family volunteering activity on the status of family health on the purpose for providing social work implications to activate family volunteering and to enhance the degree of family health. The study subjects were whole family members in Korea (n=494) who had participated in a family volunteering program more than 6 months (experimental group). The control subjects (n=534) were from family members without having an experience in a family volunteering program (control group). The results demonstrated that experimental group experiencing family volunteering activities represents significantly higher status of family health regarding all the study fields, e.g., family values in common, autonomy or flexibility for family, family commitment, communication within a family, family oriented problem-solving ability, compared with control group. Even the cases of control group which were regularly engaged in the social activities together, showed the lower status of family health, as compared with families having experiences in the family volunteering activity. Accordingly, family volunteering experiences has taken more favorable influences upon the status of family health than any other family activities. Therefore, the present study suggests as follows for activating family volunteering activities: 1) the development and management of programs suitable for the voluntary activities of a family unit; 2) the flexible application of the concept of family volunteering; 3) the necessity of connection between various institutions which perform family volunteering services; 4) flexible work system based on individuality getting ready for the time for the family volunteering activity; and 5) the development of the circumstances for family members who need to be taken care of.

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Predictors of Deviant Self-Concept in Adolescence and Gender Differences: Applying a Latent-State Trait Autoregressive Model (청소년기 일탈적 자아개념의 예측 요인과 성별 차이 : 잠재 상태-특성 자기회귀 모델 (latent state-trait autoregressive model)의 적용)

  • Lee, Eunju;Chung, Ick-Joong
    • Korean Journal of Social Welfare Studies
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    • v.43 no.1
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    • pp.5-29
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    • 2012
  • The present study was to explore what makes adolescents think of themselves as troublemakers even without conduct problems. It was expected that the failure to attain socio-developmental milestones(e.g., healthy relationships with others, academic achievement) would lead to form trait aspect of deviant self-concept. A latent state-trait autoregressive modeling was used to analyze five annual waves of data from 3,449 adolescents taken from the Korean Youth Panel Study. We decomposed trait and state aspect of deviant self-concept and identified significant predictors of trait-like deviant self-concept, while additionally testing for gender differences. Our results showed that conduct problems had greater effect on deviant self-concept among girls compared with boys. Conduct problem was most predictive of deviant self-concept, and yet both poor peer-relations and school failures predisposed adolescents to have deviant self-concept. Low academic achievement conferred risk for trait aspects of deviant self-concept with no gender difference, whereas poor peer relation was more predictive among girls. It highlights the cultural value system underlying self-concept and how and why adolescents think of themselves as troublemakers.