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Multi-stage News Classification System for Predicting Stock Price Changes (주식 가격 변동 예측을 위한 다단계 뉴스 분류시스템)

  • Paik, Woo-Jin;Kyung, Myoung-Hyoun;Min, Kyung-Soo;Oh, Hye-Ran;Lim, Cha-Mi;Shin, Moon-Sun
    • Journal of the Korean Society for information Management
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    • v.24 no.2
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    • pp.123-141
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    • 2007
  • It has been known that predicting stock price is very difficult due to a large number of known and unknown factors and their interactions, which could influence the stock price. However, we started with a simple assumption that good news about a particular company will likely to influence its stock price to go up and vice versa. This assumption was verified to be correct by manually analyzing how the stock prices change after the relevant news stories were released. This means that we will be able to predict the stock price change to a certain degree if there is a reliable method to classify news stories as either favorable or unfavorable toward the company mentioned in the news. To classify a large number of news stories consistently and rapidly, we developed and evaluated a natural language processing based multi-stage news classification system, which categorizes news stories into either good or bad. The evaluation result was promising as the automatic classification led to better than chance prediction of the stock price change.

Conceptual Design Analysis of Satellite Communication System for KASS (KASS 위성통신시스템 개념설계 분석)

  • Sin, Cheon Sig;You, Moonhee;Hyoung, Chang-Hee;Lee, Sanguk
    • Journal of Advanced Navigation Technology
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    • v.20 no.1
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    • pp.8-14
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    • 2016
  • High-level conceptual design analysis results of satellite communication system for Korea augmentation satellite system (KASS) satellite communication system, which is a part of KASS and consisted of KASS uplink Stations and two leased GEO is presented in this paper. We present major functions such as receiving correction and integrity message from central processing system, taking forward error correction for the message, modulating and up converting signal and conceptual design analysis for concepts for design process, GEO precise orbit determination for GEO ranging that is additional function, and clock steering for synchronization of clocks between GEO and GPS satellites. In addition to these, KASS requires 2.2 MHz for SBAS Augmentation service and 18.5 MHz for Geo-ranging service as minimum bandwidths as a results of service performance analysis of GEO ranging with respect to navigation payload(transponder) RF bandwidth is presented. These analysis results will be fed into KASS communication system design by carrying out final analysis after determining two GEOs and sites of KASS uplink stations.

Correlation of Self-Perceived Oral Health Status and Objective Oral Health Status of Adults (성인의 본인 인지 구강건강상태와 객관적 구강건강상태의 연관성)

  • Kim, Mi-Jeong;Lim, Cha-Young
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.5
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    • pp.375-381
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    • 2017
  • This study examined whether a correlation exists between the oral health indices assessed by experts and the self-perceived oral health status to develop practical oral health improvement programs for adults. In addition, this study provides basic data for carrying out oral health projects that can enhance the quality of life of adults. The raw data for the 2nd year (2014) of the 6th national health and nutrition survey were analyzed. Among those surveyed, adults over the age of 19 were designated as research subjects. In all age groups, correspondents with a higher DMFT Index assessed their self-perceived oral health status to be 'poor'. The oral health index evaluated by experts showed a correlation with the self-perceived oral health status. Therefore, as a higher self-perceived oral health status might help improve the objective oral health indices, oral health improvement programs should be strengthened to instill self-perceived oral health behavior.

Economic Inequality in Perceived Oral Health Behavior among Adults in Korea (한국 성인의 경제적 불평등에 따른 구강건강행태)

  • Kim, Mi-Jeong;Lim, Cha-Young
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.4
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    • pp.439-445
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    • 2018
  • This study was conducted to investigate the status of oral health behavior according to economic inequality in Korea. Raw data for the 3rd year (2015) of the 6th national health and nutrition survey were analyzed. Among surveyed individuals, adults over the age of 19 were designated as research subjects. The results indicated that a smaller 'house income' was associated with a higher supply and demand experience for basic living and a higher DMFT. Additionally, a higher DMFT was associated with a lower 'house income', lower 'education level', and the 'experience of basic living security received'. Oral health behavior inequality was caused by economic inequality. Overall, these results indicate that it is necessary for the oral health service of vulnerable groups to strengthen preventive activities through comprehensive arbitration policies regarding the social decision factors of public health projects.

The 'Trojan Horse' of Old Age Income Security System Retrenchment in Korea : the Examination of Policy Changes on Basic Old Age Pension for the Rich (기초연금제도 축소의 '트로이 목마' : 부유층 노인 수급제한조치에 대한 실증적 비판)

  • Kim, Seongwook;Han, Sinwil
    • Korean Journal of Social Welfare
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    • v.66 no.3
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    • pp.231-251
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    • 2014
  • Recently, Korean government documented the plan to cope with the situation related to rich pensioners of Basic old-age pension. The purpose of this paper is to verify that how many rich pensioners are existing and to evaluate government reform plan's validity and effect. Main results are as follows; firstly, if the definition of rich pensioners is on the top 10%, the proportion of them would form 2.9% of total. And then, an amount of expenditure for them is only 2.6% of total. Secondly, in terms of disposable income, debt, and transfer income from child, the household who would be applied by government's plan is not richer than other household who is in the same living standard. And then, if the government's plan enforced, the effect might be very small. Lastly, the plan of government will discriminate against persons who support their parent. As a result, Basic old-age pension will be worsen. This paper should underline that the government's reform is only the 'hidden' retrenchment strategy in order to introduce a standard of the obligation to support own parent in the state without scientific prediction and serious discussion of negative public opinion. That is why, this is the same as the 'Trojan Horse'.

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Research on the Number of Households and Population Estimates of Administrative Composite City (행정복합도시의 인구수 및 유형별 가구수 추정에 대한 연구: 1단계 사업성과를 기반으로)

  • Nam, Young-Woo;Kwon, Chi-Hung;Kim, Jong-Lim;Kim, Yong-Soon
    • Land and Housing Review
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    • v.7 no.4
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    • pp.165-175
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    • 2016
  • The Sejong Metropolitan Autonomous City is launched on July 1, 2012, and Phase 1 of the Multifunctional Administrative City Construction Project was completed in late 2015. Therefore, it is necessary through the results of the first phase of the project to check whether Sejong city can achieve the target population and number of households by 2030 and to use to determine the number and type of housing to be supplied next. Based on the presented results of the Phase 1 project period, this study estimate the population and number of households in 2030. For forecasting future population the population growth rate seen in the future of Sejong City's population forecast published by the National Statistical Office and the performance against plans Step 1 were used for forecasting future population. The results of analysis showed that the Multi-functional Administrative City is difficult to attract five hundred thousand people and two hundred thousand houses. In the analysis of households by type The Multi-functional Administrative City is The large proportion of 3-4 person households and high-income earners and Homeowners. But it increased the proportion of households with 1-2 people and rent house of the city grows in size and it is likely to change the level of income. Therefore, it is determined that there is a need to reflect these elements in next housing.

The Determinants of New Supply in the Seoul Office Market and their Dynamic Relationship (서울 오피스 신규 공급 결정요인과 동태적 관계분석)

  • Yang, Hye-Seon;Kang, Chang-Deok
    • Journal of Cadastre & Land InformatiX
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    • v.47 no.2
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    • pp.159-174
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    • 2017
  • The long-term imbalances between supply and demand in office market can weaken urban growth since excessive supply of offices led to office market instability and excessive demand of offices weakens growth of urban industry. Recently, there have been a lot of new large-scale supplies, which increased volatility in Seoul office market. Nevertheless, new supply of Seoul office has not been fully examined. Given this, the focus of this article was on confirming the influences of profitability, replacement cost, and demand on new office supplies in Seoul. In examining those influences, another focus was on their relative influences over time. For these purposes, we analyzed quarterly data of Seoul office market between 2003 and 2015 using a vector error correction model (VECM). As a result, in terms of the influences on the current new supply, the impact of supply before the first quarter was negative, while that of office employment before the first quarter was positive. Also, that of interest rate before the second quarter was positive, while those of cap rate before the first quarter and cap rate before the second quarter were negative. Based on the findings, it is suggested that prediction models on Seoul offices need to be developed considering the influences of profitability, replacement cost, and demand on new office supplies in Seoul.

Implementation of the Urban Development Projects in Ulaanbaatar (도시개발 여건을 고려한 울란바타르 건설사업 참여방안)

  • Jeong, Yeun-Woo;Seong, Jang-Hwan
    • Land and Housing Review
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    • v.3 no.4
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    • pp.357-367
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    • 2012
  • The efficient business scheme were suggested with the consideration of the local development condition at Ulaanbaatar. Major findings of the study were presented as follows. First, high level of education and the underground resources are presented as the merits of Mongolia. On the other side, the defects are limited domestic demands of 2.6 millions of population and the insufficiency of the infrastructure. The improvement of the infrastructures like roads, water & sewage, electric power, and heating is urgent while the development pressure of Ulaanbaatar is expected to be high due to the continuous inflow of population. Secondly, the Mongolian land system consists of the right of ownership, lease and use, therefore there are some differences among the right of land. Thirdly, definite business scheme to sell land in lots and to sell buildings in lots are suggested which are actual methods to participate in the development project in Ulaanbaatar. Moreover, enhancing the possibility to sell the lands, fixing the proper sale price to secure the profit, finding the proper buyer for the profitable lands, investing of quota and guaranteeing of granting the principal and interest by the Mongolian government, etc. are presented as consideration when participate in projects.

Housing Need and Demand Assessment: Focused on Public Housing Development Projects (공공주택 사업지구의 수요평가모델 구축 연구)

  • Ji, Kyu-Hyun;Lee, So-Young;Kim, Yong-Soon
    • Land and Housing Review
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    • v.5 no.4
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    • pp.247-257
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    • 2014
  • This study proposes a new housing need and demand assessment model centering on small-scale housing development projects and happy house development projects that reflected the recent changes in rental and small sized apartment centered public housing policies and development paradigms. The housing need and demand assessment model of public housing development projects consists of quantitative evaluation factors such as potential need indicator and demand pressure indicator and qualitative evaluation factors such as local condition indicator. The potential need indicators of small sized housing development projects are calculated by subtracting the stock of already-supplied constructed rental and purchased rental housings from the potential quantity of need drawn from the small regions such as -eup, -myeon, and -dong. In the potential need indicators of happy house development projects, the potential need is calculated from those who are expected to receive a happy house in the unit of -si, -gun, and -gu. In small-sized housing development projects, demand pressure indictors are the number and the proportion of those who opened a subscription deposit, the number of those who received basic livelihood security and the number of those who were patriots and veterans. The demand pressure indicators of the happy house development projects are stock ratio of small-sized houses, rate of rise in housing rent price, level of housing rent price, and rate of monthly rent house.

Changes in Demographic and Housing Characteristics of New Towns in Korea: Focused on Five New Towns in Seoul Metropolitan Area (우리나라 신도시의 인구 및 주거특성 변화: 분당, 일산 등 1기 신도시를 중심으로)

  • Yoon, Jeong-Joong;Kim, Eun-Mi
    • Land and Housing Review
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    • v.5 no.4
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    • pp.235-246
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    • 2014
  • In the late 1980s, 5 new towns such as Bundang, Ilsan, Pyeongchon, Sanborn, Jungdong were constructed to solve housing problems and to disperse functions concentrated within Seoul. As the city got matured, it began to appear the initial signs of urban problems such as aging of high rise-density apartment sites, traffic congestion, lack of parking spaces and aging of infrastructure. Therefore, in order to cope with urban problems, it is very important to apprehend the process of urban growth, its change and the feature of physical/human elements. So, the purpose of this thesis is to analyze the changes in housing and population characteristics for past 20 years by use of Census data from 1995 to 2010. First, the new town's goal of population and housing plan at the time of construction was analyzed how it was achieved, and it is close to the performance of the goal. And the trend of changes in the population and household characteristics was analyzed by every five year's data. As the result of analysis, it shows socio-demographic changes such as aged and elderly population growth, rapid increase in one generation's household and single person household, highly educated city, monthly rent household's increase and charter household's reduction. Results of this analysis can be utilized to aforethought management of new towns. But it is required more sustained and systematic urban monitoring and data analysis because the one-off analysis of the city's characteristics alone is difficult enough to grasp them.