• 제목/요약/키워드: Political Service

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SNS 기반 여론 감성 분석 (Sentiment Analysis for Public Opinion in the Social Network Service)

  • 하상현;노태협
    • 문화기술의 융합
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    • 제6권1호
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    • pp.111-120
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    • 2020
  • 본 연구는 소셜네트워크서비스(SNS)상의 빅데이터를 이용한 텍스트 분석기법의 응용으로서 설문 조사 기반의 여론 조사 방법론과 달리 비정형적 언어 기반의 감성 여론 조사 방법론을 제안한다. 기존의 설문 기반 여론 분석모형에 대한 대안적 방법으로 주관성에 기초한 감성 분류 모형을 이용하였다. 이를 위하여, 제20대 국회의원 선거운동 기간 중 선거 관련 실시간 트위터 자료를 수집하여 속성 기반 감성 분석을 이용한 여론의 극성과 강도에 대한 실증 분석을 수행하였다. 개별 SNS에서 사용된 단어의 극성을 분류하기 위해 Lasso 및 Ridge 회귀 모형을 이용하여 극성에 영향력이 큰 변수를 추출하였다. 추출된 변수가 극성에 미치는 긍정 및 부정에 대한 영향을 구분하고, 영향력의 강도를 분석하였다. 대중들이 소셜네트워크상에서 표현한 내용을 바탕으로 한 여론에 대한 긍정 및 부정의 감성 분석을 통해 여론의 향방을 예측하고 극성분석 모형의 정확도를 측정하여, 여론 조사 분야에서 감성 분석 방법론의 적용가능성을 확인하였다.

Descriptive Epidemiology of Acute Pyelonephritis in Korea, 2010-2014: Population-based Study

  • Kim, Bongyoung;Myung, Rangmi;Kim, Jieun;Lee, Myoung-jae;Pai, Hyunjoo
    • Journal of Korean Medical Science
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    • 제33권49호
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    • pp.310.1-310.11
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    • 2018
  • Background: Acute pyelonephritis (APN) is one of the most common community-acquired bacterial infections. Recent increases of antimicrobial resistance in urinary pathogens might have changed the other epidemiologic characteristics of APN. The objective of this study was to describe the current epidemiology of APN in Korea, using the entire population. Methods: From the claims database of the Health Insurance Review and Assessment Service in Korea, the patients with International Classification of Diseases, 10th Revision codes N10 (acute tubulo-interstitial nephritis) or N12 (tubulo-interstitial nephritis, neither acute nor chronic) as the primary discharge diagnosis during 2010-2014 were analyzed, with two or more claims during a 14-day period considered as a single episode. Results: The annual incidence rate of APN per 10,000 persons was 39.1 and was on the increase year to year (35.6 in 2010; 36.7 in 2011; 38.9 in 2012; 40.1 in 2013; 43.8 in 2014, P = 0.004). The increasing trend was observed in both inpatients (P = 0.014) and outpatients (P = 0.004); in both men (P = 0.042) and women (P = 0.003); and those aged under 55 years (P = 0.014) and 55 years or higher (P = 0.003). Eleven times more women were diagnosed and treated with APN than men (men vs. women, 6.5 vs. 71.3), and one of every 4.1 patients was hospitalized (inpatients vs. outpatients, 9.6 vs. 29.4). The recurrence rate was 15.8%, and the median duration from a sporadic episode (i.e., no episode in the preceding 12 months) to the first recurrence was 44 days. The recurrence probability increased with the number of previous recurrences. The average medical cost per inpatient episode was USD 1,144, which was 12.9 times higher than that per outpatient episode (USD 89). Conclusion: The epidemiology of APN in Korea has been changing with an increasing incidence rate.

The Effects of Censorship and Organisational Support on the Use of Social Media for Public Organizations in Mongolia

  • Erdenebold, Tumennast;Kim, Suk-Kyoung;Rho, Jae-Jeung;Hwang, Yoon-Min
    • 아태비즈니스연구
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    • 제11권2호
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    • pp.61-79
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    • 2020
  • Purpose - This article empirically investigated the effects of the socio-political factor of censorship preconditioning, and organizational support, mediating performance expectancy of public sector officials' behavioural intention to utilise social media in a post-communist country, Mongolia. Design/methodology/approach - This study collected 212 survey data from public sector organisations in Mongolia. Using the Partial Least Squire (PLS) method, this study analyzed the proposal model grounded on the UTAUT model. Findings - There are still communist footprints in the form of censorship, which remained as a negative precondition factor, and this has an indirect negative influence, and organisational support mediates to enhance performance expectancy. Effort expectancy and social influence factors have direct positive influence on the use of social media systems in the government domain of Mongolia Research implications or Originality - This study empirically investigated the model of public employees' intention to examine the post-communist countries' cultural, social, economic, and political systems, government organisational environment of the former communist sphere. The cultural factors, censorship and organisational support, to the existing IT adoption UTAUT model were also identified to test the situation of a post-communist country, Mongolia. This study contributes to the new theoretical involvement with social media by testing a new social media-based third-party intercommunication channel, including intent to use in the public service for post-communist countries. This study practically provides the guidelines to promote social media usage for public sector in the post-communist situation.

Analytic Hierarchy Process Modelling of Location Competitiveness for a Regional Logistics Distribution Center Serving Northeast Asia

  • Kim, Si-Hyun;Lee, Kwang-Ho;Kang, Dal-Won
    • Journal of Korea Trade
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    • 제24권3호
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    • pp.20-36
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    • 2020
  • Purpose - As the global product network expands through both internationalization and diversification of the multimodal transportation system, corporate strategies have shifted to emphasize the importance of a high value-added international logistics system. To guide policies and strategies to attract relevant industries, this study aims to analyze the location competitiveness of regional logistics distribution center to serve Northeast Asia. Design/methodology - Multi-criteria techniques are considered to offer a promising framework for evaluating decision-making factors. This paper employed an analytic hierarchy process to analyze the hierarchal structure of determinants for selecting the location of a regional logistics distribution center. Adopting both qualitative and quantitative evaluations, this study suggest political implications for a regional logistics distribution center development, such as the direction of political support, service differentiation and infrastructure development. Findings - This study developed a location competitiveness evaluation model, based on the case study of the major port-cities in Northeast Asia. Evaluation model incorporates five factors underpinning 17 components extracted using factor analysis. The results revealed that the logistics factor is the most significant factor for evaluating the competitiveness of a regional logistics distribution center. The remaining factors were market, costs, and services environment. Comparing qualitative and quantitative evaluations, results provide useful insights for a regional logistics distribution center development in Northeast Asia. Originality/value - This study revealed differences between qualitative and quantitative evaluations. The finding implies that prior works on evaluation models of competitiveness has not successfully measured the gap between quantitative data and expert' evaluations. To overcome this limitation, this paper considered both actual data such as actual distance, cost, the number of companies located, and expert opinions.

Research on Spatial Dependence and Influencing Factors of Korean Intra-Industry Trade of Agricultural Products: From South Korea's Agricultural Trade Data

  • Lv, Hong-Qu;Huang, Chen-Yang
    • Journal of Korea Trade
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    • 제25권3호
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    • pp.116-133
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    • 2021
  • Purpose - Intra-industry trade of agricultural products can eliminate the disadvantage of Korea's traditional agriculture and improve its lack of comparative advantage. The main purpose of this paper is to measure the level and index of intra-industry trade of Korean agricultural products and to explore the spatial dependence and spillover effect associated with this type of trade. The main factors influencing intra-agricultural trade are analyzed from two perspectives: the population and the classification of agricultural products. Design/methodology - First, the level of intra-industry trade of Korean agricultural products is measured. Second, to obtain a more accurate estimate of the influence of various factors, and based on two types of weight matrices, a spatial econometric model is constructed from two aspects: population and classification of agricultural products. The status and the factors influencing intra-industry trade are also studied. Findings - It is concluded that there is a positive spatial correlation between Korea's intra-industry trade in agricultural products and that of its trading partners. The spatial spillover effect of this type of trade is verified by using the spatial autoregressive model (SAR). Labor-intensive agricultural products are found to have a positive spillover effect on intra-industry trade, while land-intensive products do not have a significant effect. Originality/value - In this paper, the two types of agricultural products are meticulously distinguished, and the spatial effect of the intra-industry trade of agricultural products as well as the influence of various factors are analyzed. In addition, the accuracy of the estimation of the coefficients of the factors by using the spatial econometric model is higher than that of the ordinary panel data model.

브라질의 인종과 정치: 발생, 전개, 특징 (Race and Politics in Brazil: Occurrence, Development, Characteristics)

  • 김달관
    • 이베로아메리카
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    • 제21권1호
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    • pp.1-55
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    • 2019
  • 브라질에서는 인종에 대한 명확한 개념의 규정이 존재하지 않으면서도 인종차별주의가 존재한다. 즉 명확한 인종의 개념이 없이 인종주의는 존재하기 때문에, 브라질에서 인종문제는 복잡하다고 하겠다. 인종주의는 단순한 사회적 문제가 아니다. 그것은 무엇보다도 경제적 분리, 배제, 주변화 등으로 나타나는 정치적 문제이다. 유럽 식민주의 확대 과정에서부터 인종주의는 브라질의 사회적, 물질적, 심리적, 정치적 지배의 가장 뿌리 깊고 효율적인 통치방식이었다. 이런 관점에서 본 연구는 인종의 정치로서 브라질의 인종주의에 대해 연구하려 한다. 결론적으로 브라질에는 인종에 따른 인종 차별과 인종불평등이 존재한다는 것이다. 이에 따라, 브라질에는 인종에 따른 인종차별과 인종불평등이 존재한다는 것을 연구하기 위해, 제2장은 브라질에서 인종정치의 기원을 살펴본다. 제3장에서는 브라질 사회와 인종에 대해 살펴보고자 한다. 제4장은 브라질의 흑인운동으로서 인종주의에 대한 흑인의 저항을 살펴본다. 제5장의 전반부는 '브라질의 인종불평등'을 살펴보고, 후반부는 '브라질의 인종차별'에 대해 살펴보려 한다. 제6장은 결론부분으로서 브라질의 인종정치의 도전과 한계는 무엇인지 논의하려 한다.

Procesos de Configuración Regional y Localidades de Uruguay 1900-1960

  • Fernandez, Tabare;Wilkins, Andres
    • 이베로아메리카
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    • 제21권1호
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    • pp.159-206
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    • 2019
  • The objective of the article is to describe the social structure of Uruguay at the beginning of the sixties, presenting the social differences that configured the level of urban centers or localities since the beginning of the 20th century. The willing is to identify what historical processes would have intervened to have institutionalized a highly heterogeneous distribution of welfare in the territory. The sources of information are four: (i) the population censuses of 1908 and 1963; (ii) the agricultural censuses of 1908, 1951, 1956 and 1961; (iii) the work of historical demography; and (iv) the indices published by the General Directorate of Statistics and Censuses in 1971 and 1989. Due to the lack of a dictionary of the localities, the authors matched these sources. The regional configuration processes analyzed here are: the departmentalization of the territory; the agriculturization; the industrialization and the balnearización. In each case, the regional and local impact of the political, economic and social transformation is analyzed. The article dedicate a wide space to describe the changes in the entity, the legal status, the territorial distribution and the wellbeing of the localities, marking especially those under 1500 inhabitants, which make up an important micro-urbanization of the country. The foundation of 70% of the localities occurred during the reformist period that locates that project as a type of "social democratic" State with its "Bismarkian" type traits. The institutionalization of these territories is based on their precarious and very poor character, the inequality in the most elementary welfare enjoyed by the established towns and cities increases. The processes of spatialization that reconfigured the territory during this time, contributed to the urbanization and population relocation, but in a framework in the political project of the "small model country" did not plan on the territory, the state have no special attention to correct the asymmetries in local welfare distribution structures. We finished with the hypothesis that beyond the social advances of the "Battlista" period, the territorial inequality of opportunities has grown between 1908 and 1963 because the lack of a public planification.

Economic Efficiency of the Korean Container Terminals: A Stochastic Cost Frontier Approach

  • Seokwoo Jake Choi;Gi-Su Kim;BoKyung Kim
    • Journal of Korea Trade
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    • 제26권3호
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    • pp.23-44
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    • 2022
  • Purpose - Recent issues such as vessel enlargement, strengthening of environmental regulations, and port smartization are expected to increase costs and intensify competition in the port industry. In the new normal era, when external growth has reached its limit, the efficient operation of ports is becoming indispensable for achieving sustainable growth. This study aims to identify the determinants of inefficiency by examining the cost structure and efficiency of container terminals in Korea and furthermore propose the political implications to derive the maximization of efficiency. Design/methodology - This study estimates the cost function of container terminal operators and identifies the efficiency of container terminals using stochastic cost frontier (SCF) in the first stage. In the second step, the SCF results are compared with the data envelopment analysis (DEA). Last, this paper proposes efficiency determinants on container terminal operation to establish appropriate strategies. Out of the 29 container terminal operators in South Korea, 13 operators participated in the survey. The translog cost function was estimated utilizing a total of 116 observations collected over the 2007-2017 period. Findings - Empirical analysis shows that economies of scale exist in Korea's container ports, which provides a rationale for the government's policy to establish the global terminal operator by integrating small terminal operators to enhance competitiveness. In addition, as a result of the determinants analysis, container throughput, weight of direct employment costs, and labour cost share have positive effects on improving cost efficiency, while inefficiency increases as the length of quay increases. More specifically, cost efficiency improves as the proportion of direct employment costs to outsourcing service costs increases. Originality/value - This study contributes to analyzing the inefficiency factors of container terminals through efficiency analysis with respect to a cost function. In addition, this study proposes the practical and political implications, such as establishing a long-term manpower pool, the application of the hybrid liner terminal system, and the construction of a statistical data system, to improve the cost inefficiency of terminal operators.

농촌지역 학생의 지역사회참여가 리더십기술에 미치는 영향 (Influence of Community Participation of Rural Students on Leadership Skill)

  • 이채식
    • 농촌지도와개발
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    • 제19권2호
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    • pp.355-380
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    • 2012
  • Youth leadership development is crucial domain of youth development. The study was to analyze the influences of youth community participation and organizational engagements on youth leadership development. Community participation of youth was categorized fours factors; service activity, school engagement, conversation participation and political activity. The survey was employed by rural students in Daegu and KoungBuk area. Major findings of the study were as followed; First rural students' community participation of eup-myoun area were higher than that of outside area. Second, rural students' participating community organization of eup-myoun area were higher than that of outside area. Third, youth leadership skill was positively influenced by students school engagement. The study showed that youth leadership is positively influenced by community participation of rural students. The study suggested that rural youth should encourage to participate community organization and community activities for developing youth leadership skill.

여성인력의 개발과 활용을 위한 실태조사 - 강원도 미취업여성을 중심으로 - (Research on Actual Conditions of Unemployed Women in Gangwon Province for Development and Utilization of Womanpower)

  • 손진현;이갑숙
    • 디지털융복합연구
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    • 제6권4호
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    • pp.1-11
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    • 2008
  • We conducted a survey to investigate the actual conditions of work experience, job-hunting, vocational training for unemployed women. The motivation of the study is that the conditions of unemployed women can serve as an important data in developing and utilizing womanpower. We can see that maintaining a balanced work-family life is the major obstacle against developing and utilizing womanpower, so it needs to be solved firstly. Secondly, vocational training system should satisfy the demand of business and conduct unemployed women to employment after training. Thirdly, political support is needed to make social service jobs that women of every class can participate in.

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