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A Study on Condition Analysis of Revised Project Level of Gravity Port facility using Big Data (빅데이터 분석을 통한 중력식 항만시설 수정프로젝트 레벨의 상태변화 특성 분석)

  • Na, Yong Hyoun;Park, Mi Yeon;Jang, Shinwoo
    • Journal of the Society of Disaster Information
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    • v.17 no.2
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    • pp.254-265
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    • 2021
  • Purpose: Inspection and diagnosis on the performance and safety through domestic port facilities have been conducted for over 20 years. However, the long-term development strategies and directions for facility renewal and performance improvement using the diagnosis history and results are not working in realistically. In particular, in the case of port structures with a long service life, there are many problems in terms of safety and functionality due to increasing of the large-sized ships, of port use frequency, and the effects of natural disasters due to climate change. Method: In this study, the maintenance history data of the gravity type quay in element level were collected, defined as big data, and a predictive approximation model was derived to estimate the pattern of deterioration and aging of the facility of project level based on the data. In particular, we compared and proposed models suitable for the use of big data by examining the validity of the state-based deterioration pattern and deterioration approximation model generated through machine learning algorithms of GP and SGP techniques. Result: As a result of reviewing the suitability of the proposed technique, it was considered that the RMSE and R2 in GP technique were 0.9854 and 0.0721, and the SGP technique was 0.7246 and 0.2518. Conclusion: This research through machine learning techniques is expected to play an important role in decision-making on investment in port facilities in the future if port facility data collection is continuously performed in the future.

Mediating Effect of Attitude toward Advertisement on the Relationship between COVID-19 Involvement and Behavioral Intention of Social Distancing in Loss versus Gain Advertising Context (손실과 이득 메시지 프레이밍 광고상황에서 COVID-19에 대한 관여와 사회적 거리두기 실천의도와의 관계에 영향을 미치는 광고태도의 매개효과)

  • Choi, Ja In;Choi, Ja Yun
    • Journal of the Korea Convergence Society
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    • v.12 no.12
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    • pp.467-477
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    • 2021
  • Purposes of this study were to identify the relationship among involvement in COVID-19 (IiC), attitude toward advertisement (AtA), and behavioral Intention to social distancing (BItSD), and to investigate the mediating effect of AtA in a loss versus gain advertising context. The participants were 379 adults who have been consecutively living in Korea since January 2020. The participants were randomly assigned to one of two advertisements using an online survey system. We found that IiC affects BItSD since Korean adults recognize the risks and seriousness of COVID-19 infection or transmission through IiC. Induced positive attitudes or emotions through involvement in the COVID-19 preventive behaviors including social distancing and vaccination are helpful to increase the BItSD. Thus, health care and information providers should give an accurate message, which induces a positive attitude, to recognize that our world is a risk of the COVID-19.

A Study on Changes in the Centrality Movement of Coastal Shipping Passengers Utilizing the SNA Method (SNA 방법을 통한 연안해운 승객 중심성 이동변화 분석)

  • PARK, Sung-hun;JU, Dong-young;OH, Jae-gyun;NAM, Tae-hyun;YEO, Gi-tae
    • The Journal of shipping and logistics
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    • v.34 no.4
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    • pp.527-544
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    • 2018
  • In this study, SNA analysis was conducted to examine changes in passenger movements in domestic coastal shipping. The validity of derivation of centrality rankings was enhanced by using the connection centrality that reflected weights, which had not been applied in previous research. The results of the connection centrality analysis indicated that the network composition ratio of the South Sea region was high, and the results of analysis of betweenness centrality indicated that ports belonging to the South Sea region recorded high ranks. Jeju Island, which acts as a gateway to the West Sea and the South Sea, Mokpo, which acts as a gateway between the land and islands, those ports that are geographically close to the land, and those ports that are smoothly connected to small ports, were shown to have betweenness centrality. Meanwhile, in the results of analysis of eigenvector centrality, not only ports in the South Sea region but also many ports in the West Sea region were included in the high ranked ones. Using these results, the port authority can identify major ports in domestic coastal shipping, determine the priorities support, identify the current situation of the port connection relations, and establish strategies for management of key development areas. As future studies, studies in the aspect of economy that separate general passengers and island passengers and utilize data such as fares, distances, and time are necessary.

Two Economic Crises, Unemployment, Working Poor, and Gender: Explaining the Dynamics of the Risk Patterns of Suicide in South Korea (두 번의 경제위기와 실업, 노동빈곤, 그리고 젠더: 한국 자살 위험양식의 역동적 변화에 대한 시론)

  • Moon, Dasuel;Chung, Haejoo
    • 한국사회정책
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    • v.25 no.4
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    • pp.233-263
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    • 2018
  • This study sought to identify gender-specific mechanisms of increased suicide rates during economic crises in South Korea. In order to address research aims, we focused on two international economic crises: IMF financial crisis in 1997, and international recession in 2008. This study provides three main findings. First, different mechanisms increased suicide rates during the two economic crises. Particularly, the high level of unemployment raised suicide rates during the 1997 IMF while the high level of working poor in the 2008 recession. Second, suicidal risk patterns for men and women differed at each period. The 1997 crisis which mostly affected full-time permanent workers had had relatively greater impacts on men suicide, whereas the 2008 crisis which affected precarious workers had done on women suicide. Finally, our finding indicated that these gender-specific risk patterns had been derived from the gendered labour market and male-friendly social policy. Placing women at the periphery of the labor market and using them as a buffer in times of crisis, governments failed to protect them from their economic difficulties. Suicide is fundamental and important public health and social problems. These findings suggest that the national suicide prevention strategy should pay attention to the social determinants of suicide through gendered as well as population health perspectives.

Current Status and Future Directions of the Dream Start Program in Korea (드림스타트, 지난 10년의 성장과 향후 10년을 위한 과제)

  • Lee, Sang-Gyun
    • Journal of the Korean Society of Child Welfare
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    • no.59
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    • pp.115-150
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    • 2017
  • The purpose of this study was to examine the current status of the Dream Start program from the perspective of social investment strategy, and as well as to suggest future directions. The program has become a major government welfare program in korea since it was introduced in 2007 as a demonstration project, following research evidence and a sound rationale about the extensive success of Head Start in the U.S. and Sure Start Programme in the UK. The aim of Dream Start is to provide integrated services for the vulnerable children, aged 0 to 12, and their families who are identified using a national administration data record of disadvantaged families with children. In order to promote the vulnerable child's well-being, to overcome inequalities, and to give every child the best start in life, Dream Start adopted a local, "whole family" approach. Case management services form an essential part of the Dream Start to customize and integrate comprehensive services such as counseling, health care, parenting advice and education, academic tutoring, and after-school activities. Although there has been a general improvement in key factors since its inception, Dream Start has not yet sufficiently shown the strong and hoped-for impact. In the meantime, Dream Start must be given financial expansion and extensive policy supports to get the chance of realizing and evaluating long-term gains for children and their families. More work need to be done to overcome inequalities and to make Dream Start service more accessible for the most disadvantaged families with children in Korea. Practical and policy suggestions for future directions of the Dream Start programs were discussed.

Development and Practical Application of a Psychological Skill Training Program for National Wheelchair Curling Players -Frontal EEG Asymmetry (휠체어컬링 국가대표선수의 경기력 향상을 위한 심리기술훈련 프로그램의 개발 및 적용 -EEG 뇌파활용 연구)

  • Kim, Sung-Woon;Choi, Seok Lip;Kim, Han-Cheol
    • Journal of the Korea Convergence Society
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    • v.10 no.3
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    • pp.275-290
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    • 2019
  • The present study aimed to develop a sports psychological skill training program and to test its applicability to improve the performance of national wheelchair curling players. A total of 4 participants completed the study. Subjects have been to 12 sessions of 6 different psychological skills training programs (routine training, attentional focus training, writing practice training in diary, relation training, self-control training, and positive self-talk training). The effectiveness of psychological skills training has been evaluated with 6 questionnaires and EEG measurement. The result was that psychological skills training had improved coping with adversity, peaking under pressure, and concentration, self-management and reduced anxiety of Korean national wheelchair curling player. The result was that the EEG inter-hemispheric asymmetry index showed negative emotional states before psychological skill training but positive emotional states after. The result implies that psychological skill training plays an important mediating role in bringing about positive effects in the psychological elements and competitiveness in national wheelchair curling players.

Development of Smart Livestock Disease Control Strategies and Policy Priorities (스마트 가축방역 추진전략 및 정책 우선순위)

  • Lee, Jeongyoung;Ko, Sang Min;Kim, Meenjong;Ji, Yong Gu;Kim, Hoontae
    • The Journal of Society for e-Business Studies
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    • v.23 no.4
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    • pp.109-126
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    • 2018
  • With massive and dense production, the livestock industry is rapidly moving into a large-scale, capital-intensive industry especially in swine, poultry, and ducks. However, livestock epidemics can pose a serious threat to the livestock industry and the lives of the people. The government has established and operates the National Animal Protection and Prevention System (KAHIS) since 2013 in order to control the threat, in accordance with the five stages. The digitalized data and information are excellent in ease of management, but it is also pointed out that it is difficult to take countermeasures through linkage with the data in an emergency situation. Recently, the technology of the fourth industrial revolution such as Internet of Things (IoT), Big Data, Artificial intelligence (AI) has been rapidly implemented to the livestock industry, which makes smart livestock disease control system possible. Therefore, this study investigated the domestic and overseas cases which apply 4th Industrial Revolution technology in the industry, and derived 13 possible candidate tasks in the near future. In order to ascertain the priority of policy formulation, we surveyed the expert groups and examined the priority of each of the five stages of the prevention and the priority of each stage. The results of this study are expected to contribute to the establishment of policies for the advancement of smart livestock disease control research and livestock protection.

The Distribution Pattern of Eggs and Larval Survival Rate of Phyllocnistis citrella (Lepidoptera: Gracillaridae) on the Leaves of Shoots in a Citrus Orchard in Jeju (제주 감귤원에서 귤굴나방 알의 신초 잎 위치별 분포와 유충의 생존률)

  • Hyun, Seung Young;Kim, Su Bin;Kim, Dong-Soon
    • Korean journal of applied entomology
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    • v.58 no.3
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    • pp.175-182
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    • 2019
  • The citrus leafminer, Phyllocnistis citrella (Lepidoptera: Gracillaridae), is an important pest that decreases the productivity of citrus trees by attacking citrus leaves, and especially it causes a severe damage during the young growth stage. In this study, we investigated the distribution of eggs on the leaves of shoots according to the position and the survival rate of this pest in the field condition. The occurrence patterns of P. citrella eggs in citrus orchards were largely affected by the occurrence of shoots. Even if the adults were still being attracted in the pheromone traps, the eggs were not observed on leaves when the growth of shoots was stopped. The density of P. citrella eggs in the citrus shoots peaked at the fifth or sixth leaf from the terminal leaf, and over 90% of the eggs were found in the first to eighth leaves as a whole. In 2015 and 2016, the average survival rate of larvae surviving to pupa was 1.4%, and the rate of survival to adults was 0.2%, indicating that most of them died. Furthermore, we have discussed the management strategy of P. citrella considering the distribution of eggs and the larval survival rate in the citrus shoots.

Influence of Depression, Anxiety and Social Support on Suicidal Ideation in Elderly Patients with Parkinson's Disease (우울, 불안, 사회적지지가 노인 파킨슨병 환자의 자살생각에 미치는 영향)

  • Park, Hyun-Joo;Son, Hye Gyeong
    • The Journal of the Korea Contents Association
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    • v.18 no.11
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    • pp.516-526
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    • 2018
  • Purpose: This study is to identify how depression, anxiety and social support influence on suicidal ideation of Parkinson disease patients related to general characteristics. Methods: This descriptive correlative study was conducted through an organized and structured questionnaire and 120 sampled Parkinson disease patients. Collected data was analyzed by t-tests, ANOVA, and Preason's correlation coefficient and multiple regression analysis using SPSS 19.0. Results : Finding revealed 1) The degrees of suicidal ideation were significantly different upon the martial status(F=3.37, p=.021) among groups, drinking(F=4.97, p=.008) and smoking history(F=4.77, p=.010): 2) Pearson's correlation coefficient indicated significant association among the depression, anxiety, social support and suicidal ideation 3) Multiple regression analysis showed depression(${\beta}=.58$ t=7.77, p<.001), social support(${\beta}=-.21$, t=-2.69, p=.008) and alcohol drinking(${\beta}=.17$ t=2.61, p=.010). Depression was the major influencing factor and it has 54% of explanation power. Conclusion: Based on the findings of this study, health professionals should provide parkinson disease patients with comprehensive and appropriate management method to prevent suicide ideation upon factors: depression, anxiety and social support to prevent suicide ideation. Especially, implement of self-help group program to parkinson disease patients is very needed.

A Study on the Effect of Coworkers Social Support on Service Employee's Self-Efficacy and Job Performance. (동료지지가 서비스직원의 자기 효능과 직무성과에 미치는 영향)

  • Yang, Sung-Youn
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.1
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    • pp.304-312
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    • 2019
  • Service companies are making constant efforts to gain positive business performance such as customer satisfaction, quality improvement, and valuable management. Compared to other industries, service companies are highly dependent on workers for responding to customers and satisfying various customer needs in terms of business content and type. Thus, the attitude, given, environment, and capacity of the workers who supply service and serve customers are important factors that directly and indirectly influence customer satisfaction and performance. To enhance the performance of organizations and gain competitive advantage, it is important to provide the various forms of social support for workers as service suppliers. In this sense, active interests including the development of personal competence, support for working environment, and providing chances for the development of new services are significant. This study is a follow-up study on the influence of social support for positive psychological capital, creativity, and work performance of service workers. Among the service process matrix, this study targets the workers involved in mass service fields and seeks to examine how support for co-worker influences the performance through self-efficacy. No empirical analysis has examined workers involved in mass service fields. Thus, this study aims to take an approach different from that of previous studies and to suggest more effective human resource management strategies for enhancing the competitiveness of service companies and provide related implications.