• Annual Conference on Human and Language Technology
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• 2020.10a
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• pp.347-350
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• 2020

농식품 가격을 안정적으로 제공하기 위해 농식품 가격 변동에 대한 요인 분석이 필요하다. 본 연구는 농식품 가격 변동의 요인 분석을 위해 인과관계 템플릿을 정의하고, 요약을 위한 개체명 인식 방법을 적용한다. 농식품 일일동향 데이터에 대한 평가에서 딥러닝 기반 BiLSTM-CRF 실험 결과 F1-점수 0.93으로 베이스라인 Bi-LSTM 실험 결과 0.75에 비해 높은 성능을 보였다.

• Journal of the Korean association of regional geographers
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• v.9 no.1
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• pp.86-96
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• 2003

The purpose of this paper is to explore the relationship between central city and suburban areas. In particular, we examine the relationship of construction activities in suburban areas with construction activities in central city. That is because if the construction activities in central city are correlated with those in suburban areas, the economic trends in those two parts would become interdependent. The construction permit data in 114 Metropolitan Statistical Areas (MSAs) for the past 11 years are used as a central explanatory variable of influencing the relationship, as construction permits issued would reflect population growth, economic growth and housing price in certain area. The main findings of our analysis are as follows. First, MSAs classified as showing high population growth has higher correlation between central city and suburban area than MSAs showing low population growth rate except for only office construction. However, there is little difference in correlation characteristic by the size of MSA Second, most of the MSAs show little causality between the central city and suburban area in lagged situation. Therefore, it is hard to say that the past trend of construction activity in central city reflects in direct the future trend of construction activities in suburban area.

• Journal of Korea Port Economic Association
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• v.32 no.4
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• pp.165-182
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• 2016

This study examines the competitiveness and cooperativeness among the container ports in East Asia by analyzing their monthly dynamics in eight years (2008-2015). Time series data on container throughput divided into origin and destination (O/D), such as the top six Chinese ports and the transshipment (T/S) ports such as Hong Kong, Busan, and Singapore, are computed with two methods based on the Vector Error Correction Model (VECM). The first Granger causality test results show that Busan T/S has significant bilateral relations with three Chinese O/D ports; and significant unidirectional relations with three other O/D ports. Shenzhen port has significant bilateral relations with Singapore, and has a significant unidirectional relation with Hong Kong port. Co-integrating test results showed that Busan holds negative co-integration with all Chinese O/D ports. Impulse response function (IRF) results show an opposite direction between paired ports. The ratios of the impulse from T/S ports are significantly high to one another in the short-run, but its power declines as time passes. The ratio of the impulse from the Chinese ports to T/S ports is less significant in the short-run period, however, it becomes more significant as time passes. The significance of most shocks was high in the second period, but was diluted after the sixth period.

• Journal of Energy Engineering
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• v.29 no.1
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• pp.1-12
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• 2020

The rapid climate change is strengthening carbon emissions regulations internationally. Korea is strongly pressed to accept the obligation to reduce greenhouse gases as one of the United Nations Framework Convention on Climate Change. This article analyzed the Granger causalities among environmental regulation, economic growth, electricity consumption, and CO₂ emission in Korea, using unit root test, cointegration test, and vector error correction model. As the results, environmental regulation has shown the bidirectional causalities with electricity consumption and CO₂ emission, while being unilaterally affected by economic growth in the long-run and strong relationship. Economic growth has affected electricity consumption, CO2 emission, and environmental regulation in the long-run, in the complex structure of the unilateral and short-run causality with electricity consumption and the bidirectional causality with CO2 emission. The policy implications will be as follows: ① environmental regulation should induce sustainable growth through encouraging technological innovation relating to CO2 reduction and productivity enhancement. ② Responding to the international CO2 reduction regulation, the synthetic policy initiatives will be considered to make synergy effects among policies relating to economic growth, electricity consumption.

• Korean Journal of Logic
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• v.22 no.1
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• pp.183-209
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• 2019

In this paper, I first examine Reiss'(2005) arguments for the causal instrumental variable. Second, I argue that the conditions for causal transitivity I consider meet what the causal instrumental variables and the interveners of the manipulation theory of causation are intended to hold. Reiss shows that two conditions for instrumental variables are not sufficient for causal significance of independent variables for dependent variables. Reiss articulates and reformulates the conditions for instrumental variables in terms of the conditions on causality, while naming his instrumental variables as causal instrumental variables. Reiss argues that the causal instrumental variables are similar to the interveners of the manipulation, or intervention theory of causation. He further argues that the causal instrumental variables do a better job the interveners do. I argue that the conditions for causal transitivity I consider meet the goal the conditions for the causal instrumental variables and the conditions for the interveners both are intended to achieve.

• Journal of Korea Port Economic Association
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• v.31 no.2
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• pp.55-67
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• 2015

This study analyzes the relationship between shipping profit and market return in the tramp trade from January 2000 to October 2014. First, we carry out the causality test and find a causal relationship between the studied variables. Second, the estimates from the Johansen cointegration test show that shipping profit is cointegrated with market return, which implies that a long-run relationship exists among the variables. The empirical results thus imply that shipping firms need diverse risk management strategies.

• Korean Journal of Clinical Laboratory Science
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• v.51 no.1
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• pp.105-113
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• 2019

This study examined the effects of geriatric depression and geriatric stress on cognitive impairment. In particular, the dementia groups were divided into Alzheimer's disease and vascular dementia. A normal group was used as the control group. For each group, the geriatric depression using the geriatric depression scale (GDS) and geriatric stress using the geriatric stress scale (GSS) was compared with the regression and correlation results of cognitive impairment. Statistical tests, such as descriptive statistics, Kruskall-Wallis, correlation analysis, and multiple regression analysis, were performed. For the Alzheimer's group, the GDS and GSS correlated with the cognitive impairment, but only the GDS showed a cause-and-effect relationship with cognitive impairment. In particular, the male group with Alzheimer's disease showed clear confirmation. In addition, geriatric stress was found to be associated with geriatric depression. In conclusion, geriatric depression affects the cognitive impairment directly and geriatric stress affects the cognitive ability indirectly through geriatric depression. In this study, the Alzheimer's disease, vascular dementia, and control groups had a small sample size. Therefore, the external validity in future studies can be increased using a larger sample size for each group.

• The Journal of the Korea Contents Association
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• v.18 no.4
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• pp.428-443
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• 2018

Recently, many firms have been more interested in how the competitiveness of the supply chain can be enhanced, rather than that of the respective company. The purpose of this study is not only to investigate the relationships among the trust between companies, the supply chain integration, and the supply chain performance, but also to demonstrate how the firm size and the absorptive capacity can moderate these relationships. To conduct the hypothesis test including the causal relations between two factors and the moderating effects, 111 data were collected through a survey. As a result, the supply chain performance was positively affected by the supply chain integration as well as the trust between the companies. In addition, the trust had a significant effect on the supply chain performance. The result of the moderating effect of firm size indicates that, compared with a larger group, a smaller group has a stronger relationship between the trust and the supply chain performance, while the relationship between the supply chain integration and the supply chain performance is much stronger in the large group than the small group. As for the moderating effect of absorptive capacity, a higher absorptive group has stronger relationships between the trust and supply chain integration, and supply chain integration and supply chain performance than a lower absorptive group. The findings would provide significant implications for supply chain partners with different sizes and absorptive capacity.

• Proceedings of the Korean Information Science Society Conference
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• 2010.06c
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• pp.152-155
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• 2010

실시간 데이터 마이닝 기법은 다양한 종류의 센서에서 수집된 다차원 스트림 데이터들 사이에 존재하는 의미있는 정보를 탐사할 수 있다. 전통적인 데이터베이스 시스템에서의 마이닝 기법은 정적인 데이터베이스에 기초하므로 실시간으로 수집되는 스트림 데이터는 시간 속성을 갖는 인터벌 이벤트로 요약되어야 한다. 이 논문은 다차원 스트림 데이터 환경에서 스트림 데이터를 요약하고 이들 사이에 존재하는 인과 관계를 탐사하는 실시간 데이터 마이닝 기법을 제안한다. 제안 기법은 센서에서 수집되는 데이터의 대부분이 객체의 정상적인 상태 데이터임을 고려하여 의미있는 이상 이벤트를 선별하여 전송한다. 그리고 스트림 데이터의 연속성을 고려하며 스트림 데이터를 세 가지 상태의 이벤트로 요약하고 인과 관계 규칙을 탐사한다. 인과 관계 규칙은 시간에 따라 이벤트 발생에 영향력을 미치는 원인 이벤트를 발견함으로써 이벤트의 발생을 미리 예측할 수 있다.

• The Journal of the Korea Contents Association
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• v.15 no.8
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• pp.434-447
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• 2015

The purpose of this study is to examine influence and leadership of church communities through analyzing the causal relation between charisma and spirituality, used inside and outside of the churches. This study will show two things in detail. First, charisma leadership of pastors significantly influenced the spirituality of lay people, that is, subcategories of the relationship with God, such as nurturing, prayer, evangelism, discipleship, and leaders. Second, therefore, charisma leadership of pastors is an important factor which influences the spirituality of lay people, that is, subcategories of the relationship with God, such as nurturing, prayer, evangelism, discipleship, and leaders.