• 제목/요약/키워드: FUND

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Implementation of Fund Recommendation System Using Machine Learning

  • Park, Chae-eun;Lee, Dong-seok;Nam, Sung-hyun;Kwon, Soon-kak
    • Journal of Multimedia Information System
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    • 제8권3호
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    • pp.183-190
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    • 2021
  • In this paper, we implement a system for a fund recommendation based on the investment propensity and for a future fund price prediction. The investment propensity is classified by scoring user responses to series of questions. The proposed system recommends the funds with a suitable risk rating to the investment propensity of the user. The future fund prices are predicted by Prophet model which is one of the machine learning methods for time series data prediction. Prophet model predicts future fund prices by learning the parameters related to trend changes. The prediction by Prophet model is simple and fast because the temporal dependency for predicting the time-series data can be removed. We implement web pages for the fund recommendation and for the future fund price prediction.

국민건강증진기금 중장기 운용 방향 (The Future Direction of Health Promotion Fund)

  • 이주열;정애숙;김현정
    • 보건교육건강증진학회지
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    • 제24권4호
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    • pp.201-217
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    • 2007
  • This study reviews the amount and expenditures in national health promotion fund from 1997 to 2006, to analyse the problems and provide the future direction of health promotion fund programs. This study suggested the guide for future plans and the scope and contents of health promotion fund programs, priority and fund budgetary allocation, and operation organization. It is needed to revise health promotion law and enforcement decree of the health promotion act. The fund should be used in limited 9 areas related to healthy life activities: (1)Anti-smoking actions, (2)To support activities leading to a healthy life, (3)Public health education and development of materials, (4)Investigation and research regarding community health matters, (5)Public nutrition management activities, (6)Oral health management activities, (7)Physical exercises for health promotion, (8)Foundation related to supporting healthy life style practice society, (9)Expenses necessary for the management and operation of the fund. And also, in order to improve the performance of health promotion, it is considered to reform the operation system including organization.

펀드 판매사의 역할과 판매 보수의 적정성 : 한국의 주식형 펀드를 대상으로 (Function of Fund Distributor and Appropriateness of Sales Fees in Funds)

  • 원승연
    • 재무관리연구
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    • 제26권1호
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    • pp.31-64
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    • 2009
  • 이 논문은 한국의 주식형 펀드에 대한 실증 분석을 통해서, 펀드 판매사의 역할과 판매 보수의 적정성을 평가하였다. 분석 결과는 다음과 같이 요약된다. 첫째, 판매 보수가 높은 펀드가 우월한 운용성과를 보여주지는 않았으며, 오히려 높은 판매 보수가 운용성과를 하락시키는 요인으로 작용하였다. 둘째, 은행과 증권사가 판매사로서 운용성과의 제고에 기여했다는 것은 확인할 수 없었다. 특히, 판매사 중에서 은행은 증권사에 비하여 높은 펀드 보수를 부과함으로써 운용성과에 부정적인 영향을 주었던 것으로 판단된다. 본 연구의 분석 결과는 판매사의 보수가 상대적으로 높이 책정되어 있다는 인식이 전혀 근거가 없는 것은 아니며, 투자자에 대한 편익 제공이라는 측면에서 합리적인 펀드 보수 체계의 확립이 필요하다는 점을 시사한다.

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Does Village Fund Transfer Address the Issue of Inequality and Poverty? A Lesson from Indonesia

  • ARHAM, Muhammad Amir;HATU, Rauf
    • The Journal of Asian Finance, Economics and Business
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    • 제7권10호
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    • pp.433-442
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    • 2020
  • This study investigates the impact of fiscal transfer, specifically the Village Fund Transfer, on rural income inequality and rural poverty. Studies on fiscal transfer offers contrasting outcomes, some argues that fiscal transfer suppresses wealth disparity, while others argue that it tends to widen disparity. This study employs descriptive analysis in estimating the elasticity of income inequality and poverty rate before and after the Village Fund Transfer. It develops multiple regressions model on panel datasets of 33 provinces in Indonesia before and after the implementation of Village Fund Transfer. This study suggests that the elasticity of income inequality is higher after the implementation of village fund transfer. Rural poverty tends to decline annually, however, the elasticity changes is lower after the implementation of village fund transfer. Furthermore, this study suggests that village fund transfer is insignificant in coping with the issue of income inequality, while education and the level of labor productivity of agricultural sector appears to be the determinant factor in tackling the issue of income inequality in the rural areas. This study further reveals the significance of village fund transfer in suppressing the rural poverty rate. This study also highlights the significance of human resources quality and agricultural sector in reducing poverty rate in rural areas.

생태계보전협력금 반환사업의 추진 현황과 개선 과제 (A Study on Current Status and Improvement Plans of Ecosystem Conservation Fund Return Projects)

  • 조동길;김상욱
    • 한국환경복원기술학회지
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    • 제13권3호
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    • pp.63-72
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    • 2010
  • This study was conducted to investigate the current status and the improvement plans of the ecosystem conservation fund return projects. In 2007, there was a reformation of the ecosystem conservation fund system but the fund return projects were not vitalized up until now. In this study, 35 of ongoing and finished fund return projects were investigated on their types, sites, costs, local governments, and time required to return the fund. Through the on-site survey of 9 finished projects (4 biotope, 2 corridor and 3 natural conservation facility projects), construction and management conditions were investigated. The main findings are as follows: Among the five fund return types, 17 cases were biotope restoration projects, 4 cases were ecological corridor projects, and 1 case was a nature replacement project. In the case of project sites, there were 14 cases near schools and public facilities, 8 cases near rivers or streams, and 2 cases near ponds or wetlands. For the construction costs, there were 19 cases (65% of all the projects) that cost less than 300 million won. In terms of the involvement of the local government, most of the fund return projects were concentrated in Gyeonggi province and Ulsan city, and there were some local governments outside of these regions that did not carry out any return projects at all. Lastly, in the case of fund return time required, 35% of the fund returns were completed within 5 months, but the overall average fund return time was 9.8 months. In respond to the above study results, the improvement plans to encourage fund return projects are as follows: To diversify return types and sites, piloting and modeling projects for the representative types and sites should be preceded. To emerge from customary small-scaled projects, incentives to encourage large-scale and ecological networking projects should be considered. In addition, in order to write up business plans for the fund return projects, long-term investigations of at least 2 seasons from spring to fall are necessary. Finally, for the continuous management and maintenance of the ecological fund return sites, easier way for the citizens to actively participate in the projects should be incorporated.

도서관 확충과 독서문화 진흥을 위한 복권기금의 활용방안에 관한 연구 (A Study on Lottery Fund Usage for Expanding Libraries and Promoting Reading Culture)

  • 최용관
    • 한국도서관정보학회지
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    • 제35권4호
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    • pp.377-400
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    • 2004
  • 2003년 기준 수익금 규모가 1조 4,004억원이나 되는, 로또복권(Lotto Lottery)의 영향으로 조성되기 시작한 복권기금(Lottery Fund)이 현재 일부 도서관 건립 및 자료 구입에 쓰여지고 있어, 이에 대한 정확한 현황과 복권기금의 성격과 내용을 분석하여, 도서관 확충 및 독서문화 진흥을 위해 기금이 확대 지원될 필요성을 모색하고, 그동안 도서관계가 재원의 부족으로 미뤄왔던 각종 현안들을 해결할 기회로 활용하며, 앞으로 복권기금이 어떻게 도서관에 활용되어야 하는지를 제안하였다.

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국민건강증진기금 현황 (Current Status of National Health Promotion Fund in Korea)

  • 김주영;이주은;박은철
    • 보건행정학회지
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    • 제27권4호
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    • pp.366-371
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    • 2017
  • The National Health Promotion Fund has grown as the increase of tax on tobacco consumption, but more than half of the fund was spent on health insurance supporting. It is important to use the fund appropriately to keep legitimacy and sustainability of health promotion. Therefore, services regarding health promotion should be a priority in spending health promotion fund, and operation system should be established to manage and administer the fund properly.

건설공사단계의 자금 유동성 확보 방안에 관한 연구 (A Study on Securing the Funds Liquidity of Construction Phase)

  • 제영득;이상범;송호산
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2011년도 추계 학술논문 발표대회
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    • pp.69-70
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    • 2011
  • During the financial crisis in the late 1990s, we witnessed the large corporations failing at one moment. It is clear that the debt-dependant size augmentation and duplicate investment, and the failure in fund liquidity adjustment were the greatest causes rather than the long-term strategic advantage. Such fact, however, has led to the introduction of advanced financial techniques and security/management of fund liquidity. In order to propose a method to secure fund liquidity at the construction level, this study considers the documentational/precedent studies on project financing among fund procurement methods. And the fund liquidity status at construction level is investigated domestically/internationally to analyze the fund flow. Finally, the actual data is used to analyze progress rate and sales rate to end with the proposal of the method to secure fund liquidity in the progression of this study.

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Disapproval Judgment System of Research Fund Execution Details Based on Artificial Intelligence

  • Kim, Yongkuk;Juan, Tan;Jung, Hoekyung
    • Journal of information and communication convergence engineering
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    • 제19권3호
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    • pp.142-147
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    • 2021
  • In this paper, we propose an intelligent research fund management system that applies artificial intelligence technology to an integrated research fund management system. By defining research fund management rules as work rules, a detection model learned using deep learning is designed, through which the disapproval status is presented for each research fund usage history. The disapproval detection system of the RCMS implemented in this study predicts whether the newly registered usage details are recognized or disapproved using an artificial intelligence model designed based on the use of an 8.87 million research fund registered in the RCMS. In addition, the item-detail recommendation system described herein presents the usage details according to the usage history item newly registered by the artificial intelligence model through a correlation between the research cost usage details and the item itself. The accuracy of the recommendation was shown to be 97.21%.

웨이블릿 기법을 이용한 인덱스 펀드 구성에 관한 연구 (A Study of Constructing Index Fund using Wavelet Analysis)

  • 조희연
    • 한국정보시스템학회지:정보시스템연구
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    • 제18권3호
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    • pp.351-373
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    • 2009
  • An index fund is a collective investment scheme that aims to replicate the movements of an index of a specific financial market regardless of market conditions. An index fund is a popular investment alternative because it is much cheaper to run than an active fund and it performs better than actively managed funds. This paper illustrates the usefulness of wavelet analysis in constructing an index fund. The wavelet analysis can decompose the time series data in frequency domain as well as in time domain. The major findings of this paper are as follows. First, the beta coefficient that represents the systematic risk has the scale dependent property. This result can provide important information to the investors with various investment time frequency. Investors can use the betas corresponding to their investment frequencies among the various scale betas estimated by wavelet analysis. Second, we can find the usefulness of wavelet analysis in constructing index fund because the wavelet technique gives less tracking error(difference between the index performance and the index fund performance) than the traditional constructing techniques. The result of this study implies that the wavelet techniques can be an important analytic method to the other financial markets such as option market, futures market, bond markets and currency market.

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