• 제목/요약/키워드: Recommendation Ratio

검색결과 127건 처리시간 0.027초

저궤도 위성 관제 시스템의 링크 특성 분석 (Link anlaysis of TTC system for LEO satellite)

  • 장대익;이점훈;김영완;최재익
    • 전자공학회논문지S
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    • 제34S권7호
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    • pp.39-47
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    • 1997
  • The mission of the TTC system is to acquire and process the telemetry data from the satellite and to provide mission planning and satellite control for the target stellite system. In this paper, the transmission scheme for the Tracking, Telemetry and Command(TTC) system of satelliteis described and determined according to the recommendation of CCSDS, and the channel characteristics are analyzed according to modulation method. Expecially, we introduced the concepts of carrier vs. telemetry data power ratio which causes the channel performance to degrade, and analyzed the effects of transmission performance according to the power ratio of carrier vs. telemetry data and the modulation index. The channel of the LEO TTC sytem is different with usual satellite communication system. So, we have generalized the link budget of TTC sytem for using the link budget of ground station well-known and proposed the determination method of modultion indices for improveing channel performance.

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재무제표 주석의 텍스트 분석 통한 재무 비율 예측 향상 연구 (Financial Footnote Analysis for Financial Ratio Predictions based on Text-Mining Techniques)

  • 최형규;이상용
    • 지식경영연구
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    • 제21권2호
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    • pp.177-196
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    • 2020
  • Since the adoption of K-IFRS(Korean International Financial Reporting Standards), the amount of financial footnotes has been increased. However, due to the stereotypical phrase and the lack of conciseness, deriving the core information from footnotes is not really easy yet. To propose a solution for this problem, this study tried financial footnote analysis for financial ratio predictions based on text-mining techniques. Using the financial statements data from 2013 to 2018, we tried to predict the earning per share (EPS) of the following quarter. We found that measured prediction errors were significantly reduced when text-mined footnotes data were jointly used. We believe this result came from the fact that discretionary financial figures, which were hardly predicted with quantitative financial data, were more correlated with footnotes texts.

테일러드 블랭크용 박판 강재의 레이저 용접성 (II) -이음 형상이 용접성에 미치는 영향- (Laser Weldability of Sheet Steels for Tailored Blank Manufacturing (II) -Effect of Joint Configuration-)

  • 김기철;이기호;이목영
    • Journal of Welding and Joining
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    • 제16권2호
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    • pp.100-110
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    • 1998
  • In this paper, the laser weldability of thin gage steels for automobile application is discussed. Welding was carried out with a high power carbon dioxide laser system, and the laser energy was concentrated through a plano-convex lens. Test results showed that the joint gap in the butt welding proved to be one of the critical conditions for an acceptable weld. In the case where the ratio of the gap clearance to the material thickness was slightly bigger than optimal value, the weld strength was reduced showing weld metal fracture. It was possible to obtained a weld penetration ratio of 0.91 when the vertical offset ratio was controlled to be 0.4 or smaller. Results also demonstrated that the weld strength of the lap joint was influenced by travel speed. At the travel speeds lower than 37 mm/s, the weld strength indicated higher value than that of class A recommendation strength of a resistance spot weld based on the KS code. It was clear that the complicated effect of specimen alignment should be considered so as to make a sound weld with high integrity when the laser process was applied to the long weld line.

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사용자 관심 이슈 분석을 통한 추천시스템 성능 향상 방안 (Improving Performance of Recommendation Systems Using Topic Modeling)

  • 최성이;현윤진;김남규
    • 지능정보연구
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    • 제21권3호
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    • pp.101-116
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    • 2015
  • 많은 기관들이 데이터에 기반을 둔 의사결정을 수행해 왔으며, 특히 수치자료를 비롯한 정형 데이터가 이러한 목적으로 널리 활용되어 왔다. 하지만 최근에는 스마트기기와 소셜미디어의 발달로 인해 다양한 형태를 가진 방대한 양의 정보가 생성, 공유, 저장되면서, 전통적인 정형 데이터 기반 의사결정으로부터 비정형 빅데이터 기반 의사결정으로 관심의 전환이 이루어지고 있다. 데이터 기반 의사결정의 대표적 분야인 추천시스템 분야에서도 성능 향상을 위해 비정형 데이터를 활용해야 한다는 필요성이 최근 꾸준히 제기되고 있다. 특히 사용자의 성향이나 선호도는 고객의 니즈와 직결되기 때문에, 비정형 데이터 분석을 통해 사용자의 성향을 파악하고 이를 통해 상품 추천 및 구매 예측의 정확도를 향상시키기 위한 노력이 매우 시급하게 이루어질 필요가 있다. 따라서 본 연구에서는 사용자의 성향을 측정하여 재구매 예측 정확도, 특히 카테고리별 재구매 예측 정확도를 높임으로써, 궁극적으로 추천시스템의 성능을 향상시킬 수 있는 방안을 제시한다. 구체적으로는 사용자의 일상적인 인터넷 사용 기록을 분석하여 고객이 조회하는 뉴스 기사의 이슈를 식별하고 다양한 이슈에 대한 고객의 관심을 계량화한 후, 이를 활용하여 고객의 카테고리별 재구매 여부를 예측하는 모델을 제안하고자 한다. 실제 웹 트랜잭션으로부터 도출된 인터넷 뉴스 조회 기록 및 쇼핑몰 구매 기록을 대상으로 실험을 수행한 결과, 고객의 과거 구매이력만을 활용한 카테고리 재구매 예측 모형에 비해 본 연구에서 제안한 모형, 즉 고객의 과거 구매이력과 관심 이슈를 모두 활용한 예측 모형의 정확도가 다소 우수한 것으로 나타났다.

대학병원 영양부서 운영체계 변경의 비용.편익분석 (Cost , Benefit Analysis of Operation System Change in the Hospital Foodservice)

  • 김형미;양일선;박은철;임현숙
    • 대한영양사협회학술지
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    • 제6권1호
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    • pp.33-43
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    • 2000
  • Environmental pressures from such sources an economic condition, the government and inter-institutional competition create managerial challenges. Economic pressures may be forcing dietetic dept, in hospital to utilize cost∙benefit analysis to assist them in their problem solving. Cost∙benefit analysis have been widely used in business, industry and many other fields with only limited application to foodservice. Due to the lack or this information the purposes of this study were to identify use of cost∙benefit analysis in hospital foodservice system to evaluate the economic efficiency of alternatives, and to make recommendation for operation system change. Using the cost∙benefit method, cash flows are separated into cost and benefits. For an alternative to be selected, indicators, such as NPV, benefit-cost ratio (B/C ratio) with 5% discount rate per annum. The sensitivity analysis was also conducted with difference rate 3%, 7% respectively and reduced employee payroll change. The result of this study can be summarized as follows : 1. The total cost of investment for operation system change was 390,570 thousand won and the total benefit through operation system change was 865,808 thousand won. 2. Net present value(NPV) for 5 years was 475,239 thousand won and benefit-cost ratio was 2.22. 3. In sensitivity analysis with different discount rate 3%, 7%, benefit-cost ratio was 2.25, 2.18 respectively, with total reduced employee payroll change, benefit-cost ratio was 2.86. In conclusion, total benefits were exceeded total costs. Therefore, the project of operation system change in hospital foodservice was found to be economically efficient.

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하이브리드 차량용 견인전동기의 절연성능 비교분석 (Comparative Analysis on Insulation Performance of Traction Motors for Hybrid Vehicles)

  • 최수연;박찬용;김성욱;박대원;길경석;이강원
    • 한국전기전자재료학회논문지
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    • 제21권12호
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    • pp.1124-1129
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    • 2008
  • The object of this paper is to acquire the data related to insulation evaluation of hybrid vehicle traction motors. We made a comparative analysis on Insulation Resistance (IR), Dielectric Absorption Ratio (DAR), and Polarization Index (PI) of the motor stators. The experiment was carried out according to IEEE Std. 43 and IEC 60085-1 for insulation resistance test standard of rotating machinery. Test voltage of 500 V was applied between a phase and the enclosure. The IR and the DAR of used motors were lower than those of new ones. The DAR and the PI were $0.92{\sim}1.02$ and $0.74{\sim}1.1$, respectively and the result did not meet the recommendation basis 2 for insulation level H. From the experimental results, we could prepare parameters and basis for insulation evaluation of the traction motor stator by the comparative analysis of short-time insulation resistance changes, DAR and PI.

1998년도 국민건강영양조사자료를 이용한 한국인의 경제수준별 영양 섭취 현황 (Nutrient Intake Patterns of Koreans by the Economic Status Using 1998 Korean National Health and Nutrition Survey)

  • 문현경;김유진
    • Journal of Nutrition and Health
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    • 제36권10호
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    • pp.1061-1070
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    • 2003
  • The purpose of this study was to investigate differences in the diet with the amount and the qualitative assessment of nutrient intakes by the economic level. Data from the 1998 Korean Health and Nutrition Survey were used. Using the poverty line based on the 1998 Korean minimum cost of living, Subjects (n = 10400) were classified into high class (36.1%), middle class (40.7%) and low class (23.1%). Chi-square-test and Analysis of Variance following Duncan's multiple range test were used to test the difference in nutrient intake pattern among three groups ($\alpha$ = 0.05). The amount of nutrient intake and nutrient intake adequacy were statistically different by the economic level (p<0.01). The ratio of energy intake from carbohydrate is higher than the criteria of WHO recommendation in all economic levels. Especially people in the low class depended much on the carbohydrate for the energy intake. The ratio of energy from the protein and fat are lower in the middle and low class than that of the high class. The Intake level of calcium and vitamin B$_2$ were lower than those of the Recommended Dietary intake level, regardless of economic status. It also showed differences in major food sources of nutrients by the economic level Consequently, it seems that the nutrition policy and program should be prepared according to their economic status. Also, there should more detailed studies to find out the nutrient intake pattern, their determinant, and health consequences.

인접 화소 성분 분석을 이용한 H.264/AVC에서의 Intra 예측 정보 생략 (Intra Prediction Information Skip using Analysis of Adjacent Pixels for H.264/AVC)

  • 김대연;김동균;이영렬
    • 방송공학회논문지
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    • 제14권3호
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    • pp.271-279
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    • 2009
  • Moving Picture Experts Group (MPEG)과 Video Coding Experts Group (VCEG)은 기존의 MPEG-4와 H.263 표준안보다 우수한 비디오 압축 기술을 개발하였다. 이 새로운 표준안은 H.264/AVC (Advanced Video Coding) 이라 하며, MPEG-4 Part 10과 ITU-T Recommendation H.264로 공동 발표 되었다. H.264/AVC에는 9가지의 모드를 가진 $Intra4{\times}4$ 예측 부호화가 존재하는데, 이는 영상의 공간적인 상관성을 이용한 압축 부호화 방식이다. 본 논문에서는 압축 효율을 높이기 위하여 인접 화소들의 유사성을 이용한 ABS (Adaptive Bit Skip) 모드를 제안함으로써, 적응적으로 intra mode bit를 생략하여 부호화 효율을 높이는 방법을 제안하였다. 실험 결과, 제안한 방법은 기존의 방법과 비교하여 R-D 곡선 상에서 평균 약 0.2 dB의 PSNR (Peak signal-to-noise ratio) 향상이 있었고 평균 약 3.6%의 비트율을 절약하였다.

고강도 콘크리트의 역학적 특성에 대한 실험 연구 (An Experimental Study of Mechanical Properties of High-strength Concrete)

  • 양인환;황철성
    • 한국구조물진단유지관리공학회 논문집
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    • 제21권6호
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    • pp.206-215
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    • 2017
  • 이 연구에서는 고강도 콘크리트의 역학적 특성을 파악하기 위한 실험연구를 수행하였다. 80~120 MPa 범위의 압축강도를 갖는 고강도 콘크리트를 대상으로 실험연구를 수행하였다. 물-결합재비의 압축강도에 대한 영향, 시간에 따른 압축강도의 발현 및 양생조건의 압축강도에 대한 영향을 분석하였다. 또한, 양생조건에 따른 콘크리트의 탄성계수, 쪼갬인장강도 및 파괴계수 특성을 파악하였다. 탄성계수, 쪼갬인장강도 및 파괴계수의 실험결과와 기존설계코드에 의한 예측결과를 비교하였다. 콘크리트구조기준의 탄성계수 제안식은 실험값을 합리적으로 예측한다. 반면에, 콘크리트구조기준은 파괴계수 실험값을 과소평가하고 있다. ACI 363R의 쪼갬인장강도와 파괴계수 예측값과 실험값은 잘 일치하고 있다. 따라서, ACI 363R의 쪼갬인장강도와 파괴계수 예측식은 120 MPa까지의 고강도 콘크리트에 효과적으로 활용될 수 있다.

Consumption and Conversion Efficiency of Food in New Elite Bivoltine Hybrid Silkworm, Bombyx mori L. under Restricted Feeding Levels

  • Mathur, Vinod B.;Rahmathulla, V.K.;Bhaskar, O.Vijaya
    • International Journal of Industrial Entomology and Biomaterials
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    • 제5권2호
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    • pp.213-216
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    • 2002
  • Food consumption and conversion efficiency of new bivoltine hybrids (CSR2$\times$CSR4 and CSR2$\times$CSR5) were studied under restricted feeding levels (10, 20 and 30% less quantity of mulberry leaves). The data were compared with a control fed with standard quantum of feed as per the recommendation. The nutritional indices parameters i. e. ingests, digesta, approximate digestibility (%) and reference ratio were recorded higher in control batches compared to less feed batches while nutritional efficiency parameters i. e., ECI and ECD to cocoon and shell were recorded significantly higher in restricted feeding level batches. This increase is attributed due to the physiological adaptation under nutritional stress condition.