• Title/Summary/Keyword: Human Capital

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Algorithm Design to Judge Fake News based on Bigdata and Artificial Intelligence

  • Kang, Jangmook;Lee, Sangwon
    • International Journal of Internet, Broadcasting and Communication
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    • v.11 no.2
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    • pp.50-58
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    • 2019
  • The clear and specific objective of this study is to design a false news discriminator algorithm for news articles transmitted on a text-based basis and an architecture that builds it into a system (H/W configuration with Hadoop-based in-memory technology, Deep Learning S/W design for bigdata and SNS linkage). Based on learning data on actual news, the government will submit advanced "fake news" test data as a result and complete theoretical research based on it. The need for research proposed by this study is social cost paid by rumors (including malicious comments) and rumors (written false news) due to the flood of fake news, false reports, rumors and stabbings, among other social challenges. In addition, fake news can distort normal communication channels, undermine human mutual trust, and reduce social capital at the same time. The final purpose of the study is to upgrade the study to a topic that is difficult to distinguish between false and exaggerated, fake and hypocrisy, sincere and false, fraud and error, truth and false.

Capital Expenditure Behavior of Overconfident Managers of Japanese Firms: Empirical Evidence During the Financial Crisis in Japan

  • ISHIGURO, Takehide
    • The Journal of Asian Finance, Economics and Business
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    • v.9 no.6
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    • pp.175-181
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    • 2022
  • Malmendier and Tate (2005) and Aktas et al. (2019) suggested that overconfident managers will invest if they have sufficient internal funds. Still, they will save internal funds instead of reducing investment if they have insufficient internal funds because they perceive more substantial financial constraints than other managers. This study examines whether overconfident managers will not invest when the financial crisis makes it difficult to raise external funds. In particular, during the financial crisis in Japan, banks simultaneously provided active monitoring and financing to firms with strong relationships with banks. Therefore, this study can also examine the relationship between overconfident managers and bank behavior by focusing on Japanese firms. This study examines whether overconfident managers increase their investment in firms with strong relationships with banks during the financial crisis. The results of this study showed that overconfident managers, especially their firms with strong relationships with banks, reduce investments more than other managers during the financial crisis. This study suggests that Japanese banks reduced financial constraints and exerted strong corporate governance on Japanese firms during the financial crisis.

A Study on the Effects of Psychological Adaptation of Social Service Users on Family Relations

  • Jang, Chun-Ok
    • International Journal of Advanced Culture Technology
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    • v.10 no.3
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    • pp.156-163
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    • 2022
  • Social services are divided into care services and other support services for the elderly, children and the disabled. These social services are the subject of great policy interest in that they can create two effects at the same time: increase in labor demand for service providers and increase the possibility of long-term accumulation of human capital for service recipients. Therefore, this study aims to confirm the hypothesis according to whether the use of social services affects family relationships and the effects of social service users' psychological adaptation on marital and parent-child relationships even when other related variables are controlled. The final result of this thesis is a regression analysis to find out the effect of psychological adaptation on the family relationship, spouse relationship, and relationship with children of subjects who have experience using social services. -.661, p=0.001), the higher the psychological adaptation, the higher the spouse satisfaction (β=.465, p=0.001) and relationship satisfaction with children (β=.360, p=0.001). In other words, it was found that the more depressed the psychologically, the more negative the relationship with spouse and children.

Best Practice on Inspecting the Abnormal State of Bridge (Engineering works) Establishment with Augmented Reality (AR) Mechanism

  • Janghwan Kim;So Young Moon;R. Young Chul Kim
    • International Journal of Internet, Broadcasting and Communication
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    • v.15 no.2
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    • pp.168-174
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    • 2023
  • In the current world, with the massive scale of SOC construction, it is difficult to diagnose and check all of a bridge's abnormal states with even the experts' eyes for maintenance. It is because we should spend huge costs and time on maintenance. Still, there are not many alternative ways to inspect bridges remotely regarding accuracy or reality. Therefore, we remark on the advantages and disadvantages of previous methods through practices in SOC maintenance. To inspect the abnormal state of the Bridge, we suggest inspecting bridges with an Augmented Reality (AR) mechanism to reduce cost, human resource consumption, and the risk of work. Through the proposed approach, we expect that it provides ways to solve massive construction problems with software-based technologies.

Population Aging in Korea: Importance of Elderly Workers

  • JAEJOON LEE
    • KDI Journal of Economic Policy
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    • v.45 no.2
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    • pp.51-69
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    • 2023
  • Korea's population is aging at a faster pace than any other major country, and the adverse impact of this trend on the economy is predicted to be significant. This paper focuses on the macroeconomic effects of population aging with particular attention paid to the pace of aging in Korea. According to our analysis, it is difficult to offset the decline in the labor supply driven by rapid population aging, even if the labor force participation rate of the working-age population rises to a significantly high level. We suggest a re-orientation of policy directions to correspond to the behavioral changes of economic agents. Policies must focus on promoting labor force participation among the elderly while pushing towards human capital advancement and higher productivity.

10-10 Project Campaign: 10 Input Measures Influencing Project Outcomes

  • Choi, Jiyong;Kang, Youngcheol;Yun, Sungmin;Mulva, Stephen;Oliveira, Daniel
    • International conference on construction engineering and project management
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    • 2015.10a
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    • pp.200-204
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    • 2015
  • This paper presents 10 input measures influencing project outcomes. Construction Industry Institute (CII), a consortium of more than 130 project owner and contractor companies, has collected project-level data for over 20 years. Recently, CII has developed a new system measuring project-level performance and factors presumably influencing project performance. The system, called 10-10, collects data for 10 input and 10 output measures for capital projects. The input measures include planning, organizing, leading, controlling, design efficiency, human resources, quality, sustainability, supply chain, and safety. This paper provides theoretical background for these measures. Although the input measures have been known to impact on project outcomes such as cost and schedule, there has been no study quantitatively evaluating how they are operated in the construction industry. This study contributes to revealing the current status of their uses, which will be helpful in establishing strategies improving construction project performance.

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Attraction Factors of Official Development Assistance (ODA) and Foreign Direct Investment(FDI) in African Countries (아프리카에 대한 공적개발원조 및 외국인직접투자의 유치요인)

  • Dong Geun Han;Byung Kyu Park
    • Korea Trade Review
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    • v.46 no.1
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    • pp.39-57
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    • 2021
  • Developing countries are in competition to attract ODA and FDI in an effort to overcome poverty and development. This study tries to identify factors influencing the distribution of ODA and FDI resources and analyzes if ODA and FDI are in complementary relationship. We use a panel data for 53 African countries during early and middle of 2000 period. Factors affecting the ODA distribution include per capita GDP, physical infrastructure, good institutions of receiving countries. FDI was found to be positively affected by market size, trade openness, human capital accumulation, business-friendly regulatory environment. The impact of ODA is believed to be more effective and sustainable if it has a complementary relationship with FDI. Our result, however, did not confirmed the complementarity relation between the two.

Articulating Science Teachers' Values and Convictions for Teaching Socioscientific Issues: Based on Essentialist Methodology

  • Lee, Hyun-Ju
    • Journal of The Korean Association For Science Education
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    • v.28 no.3
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    • pp.253-268
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    • 2008
  • This paper has two major purposes. One is to introduce the essentialist methodology as a way to articulate subjective aspects of human beings (e.g. teachers' personal values and concerns, philosophies, subjective experiences, etc.) at a deeper level. And the other is to present two portraits, as examples, of science teachers who actively address socioscientiifc issues (SSI) out of their own motivations. The primary data source was consecutive in-depth interviews with two science teachers, Jenna and Thomas, and the interviews were conducted on the basis of the principle of the "participant as ally" (Witz, 2006). The articulation based on the essentialist methodology shows that teachers' deep-rooted values and convictions often play a significant role as a personal social capital enough to expand their teaching practice (i.e. teaching SSI). Namely, this study confirms that teachers who are motivated out of their own convictions are likely to actively develop their own personal practical knowledge, and to implement particular topics or teaching strategies.

Current status, challenges and prospects for pig production in Asia

  • Lu Wang;Defa Li
    • Animal Bioscience
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    • v.37 no.4_spc
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    • pp.742-754
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    • 2024
  • Asia is not only the primary region for global pig production but also the largest consumer of pork worldwide. Although the pig production in Asia has made great progress in the past, it still is confronted with numerous challenges. These challenges include: inadequate land and feed resources, a substantial number of small-scale pig farms, escalating pressure to ensure environmental conservation, control of devastating infectious diseases, as well as coping with high temperatures and high humidity. To solve these problems, important investments of human and financial capital are required to promote large-scale production systems, exploit alternative feed resources, implement precision feeding, and focus on preventive medicine and vaccines as alternatives to antibiotics, improve pig breeding, and increase manure recycling. Implementation of these techniques and management practices will facilitate development of more environmentally-friendly and economically sustainable pig production systems in Asia, ultimately providing consumers with healthy pork products around the world.

Promoting Regional Innovation Projects and Cluster Formation in Korea (지역혁신사업 추진지역의 산업 클러스터 형성여건과 정책적 함의)

  • Kwon, Young-Sub
    • Journal of the Korean Academic Society of Industrial Cluster
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    • v.1 no.1
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    • pp.29-46
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    • 2007
  • The purpose of this paper is to analyses current status and issues of cluster formation and extract policy implications. To this end, the questionnaire which surveyed the level of cluster formation were executed targeting the actors of regional innovation projects(RIPs). The results show that the situations and development stage of the cluster formation between capital region and non-capital region, large cities and small and medium sized cites are different. The level of clustering is also satisfactory, which is a requirement for cluster formation at its early stage. However, the capacity for phase II of cluster growth is not sufficient yet in terns of relationships between ventures and large corporations, institutions supporting management, finance and marketing, researchers from each individual sector of strategic industries and spin-off fines. Therefore, RIPs should be promoted with different policy tools for various regions that are devised according to the varying development stage of each region. The location of RIPs should be determined considering efficiency rather than equity, clustering rather than decentralization, and specialization rather than multiple development. In the long term, developed regions should pursue balanced regional development, with underdeveloped regions targeting specialization.

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