• Title/Summary/Keyword: 모델연령

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Analysis of Accounts Receivable Aging Using Variable Order Markov Model (가변 마코프 모델을 활용한 매출 채권 연령 분석)

  • Kang, Yuncheol;Kang, Minji;Chung, Kwanghun
    • The Journal of Society for e-Business Studies
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    • v.24 no.1
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    • pp.91-103
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    • 2019
  • An accurate prediction on near-future cash flows plays an important role for a company to attenuate the shortage risk of cash flow by preparing a plan for future investment in advance. Unfortunately, there exists a high level of uncertainty in the types of transactions that occur in the form of receivables in inter-company transactions, unlike other types of transactions, thereby making the prediction of cash flows difficult. In this study, we analyze the trend of cash flow related to account receivables that may arise between firms, by using a stochastic approach. In particular, we utilize Variable Order Markov (VOM) model to predict how future cash flows will change based on cash flow history. As a result of this study, we show that the average accuracy of the VOM model increases about 12.5% or more compared with that of other existing techniques.

The Construction of a Children Speech Database for Speech Recognition and The Validation of Acoustic Models (음성인식용 아동음성데이터베이스의 구축 및 음향모델의 검토)

  • Kim, Yoen-Whoa;Lee, Yong-Ju
    • Proceedings of the Korea Information Processing Society Conference
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    • 2003.05a
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    • pp.717-720
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    • 2003
  • 최근 아동음성을 이용한 응용분야가 활기를 띄고 있다. 따라서 아동음성DB의 구축이 시급히 필요하게 되었다. 이러한 요구에 따라 아동음성을 여러 응용분야에 적용하기 위한 한 방법으로 아동음성DB를 구축하였고, 이를 이용한 음향모델을 작성하였다. 아동음성의 효율적인 인식을 위한 음향모델을 고찰하기 위하여 연령대별로 음향모델을 만들고, 이를 이용하여 훈련 및 평가용 데이터로 인식 실험한 결과를 비교 검토한다.

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Stock Assessment and Management of Turban shell, Turbo (Batillus) cornutus Lightfoot, 1786 in Jeju Coastal waters, Korea (제주도산 소라 Turbo (Batillus) cornutus Lightfoot, 1786의 자원평가 및 관리방안 연구)

  • Kwon, Dae-Hyeon;Chang, Dae-Soo;Lee, Seung-Jong;Koo, Jun-Ho;Kim, Byung-Yeob
    • The Korean Journal of Malacology
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    • v.26 no.4
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    • pp.291-296
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    • 2010
  • Samples of Turbo (Batillus) cornutus Lightfoot, 1786 in Jeju Island were collected from September 2009 to May 2010. Population ecological parameters and stock assessment of the turban shell were determined, based on the length and age composition data from 2000 to 2009 and ecological parameters. Instantaneous coefficient of total mortality (Z) of turban shell was estimated to be 2.2062/year. The estimated instantaneous coefficient of natural mortality (M) was 0.874/year. The age of turban shell at its first capture ($t_c$) was 2.636 year. Yield-per-recruit were estimated under harvest strategies that based on $F_{max}$, $F_{0.1}$, $F_{35%}$, and $F_{40%}$ was 10.44 g, 1.87 g, 6.53 g and 7.46 g.

Estimation of Energy Budget from Food Consumption and Growth of Hexagrammos agrammus (노래미, Hexagrammos agrammus의 섭식양과 성장양으로부터 에너지 대사의 추정)

  • KIM Chong-Kwan;ZHANG Chang-Ik
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.31 no.1
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    • pp.121-126
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    • 1998
  • This study is to examine the energy budget of Hexagrammos agrammus in the natural habitat, based on the von Bertalanffy's growth model using food consumption and growth data of the fish. The fish were collected at the coasts of Tongbaek Island in Pusan and Shinsu Island in Samchonpo, Korea. The standard energy budget model was adopted for this study and the model has the components of toed consumption (C), production (G), assimilation (A), absorption ($A_b$), catabolism (R), excreta (U) and feces (F). These components were expressed as mass unit, not as calorie unit as usual. Both the mass and the proportion of each component varied with age of the fish, The mass of annual excreta declined as the fish became older, while those of the other components increased with the age. The relationship between mean weight (W) and annual absorption ($A_b$) was a non-linear one with the equation of $A_b=4.592W^{0.666}$, while that between mean weight (W) and annual catabolism (R) was linear as R=0.007+0.567W. On the other hand, the annual food consumption (C) showed linear relations both with annual assimilation (A) and annual catabolism (R) as A= -7.026+0.061C and R=-20.749+0.048C, respectively.

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Analysis about U-health user acceptance intentions to use interactive service device according to gender and age differences (원격의료 대상의 연령 및 성별에 따른 양방향매체사용 수용의도에 관한 분석)

  • Lee, Seungwoo;Moon, Nammee
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2014.06a
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    • pp.221-222
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    • 2014
  • 병원이 가깝지 못해서 혹은 사정이 넉넉하지 못해서, 혹은 병원에 갈 상황이 되지 못해서 병원에 가지 못하는 많은 사람들을 위해서는 보다, 환자의 입장에서 편리한 방법으로 진료를 하거나, 혹은 자가 치료, 자가 진단을 할 수 있는 교육이 필요하다. 그와 같은 원격의료를 하기 위해서는 의료가 실시 되는 기기의 수용의도가 중요하다고 판단된다. 본 연구에서는 원격의료를 위한 사용자(환자) 수용의도를 높이기 위해 요인관계를 분석하기 위하여 실시하였다. 총 299명에 설문에 참여하였으며, 15세~20세: 58명, 30대:86명, 40대:96명, 50대:59명이 참석하였으며 기술수용모델을 적용하였다. 연구는 원격의료에 사용되어지는 것이 가능한 양방향서비스기기 -IPTV, PC, 스마트폰(패드포함)-을 대상으로 진행되었으며, 연령 및 성별에 따라 사용의도가 크게 차이가 남을 확인할 수 있었다. 또한 매체자체에 대한 사용의도가 원격의료 수용의도에 큰 영향을 줌을 확인할 수 있었다.

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Face Transform with Age-progressing based on Vector Representation (벡터표현 기반의 연령변화에 따른 얼굴 변환)

  • Lee, Hyun-jik;Kim, Yoon-Ho
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.3 no.3
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    • pp.39-44
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    • 2010
  • In this paper, we addressed a face transform scheme with age-progressing based on vector representation. Proposed approach utilized a vector modeling as well as morphing so as to improve not only a reliability but also a consistency. For the more, some elements of texture change owing to the face shape are defined and some parameters with respect to the internal and external environments are also considered. To testify the proposed approach, estimation of similarity is performed with qualitative manner by using experimental output, and finally resulted in satisfactory for face shape transformation aged from sixty to fourteen.

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A Study on the Assessment of Derived Intervention Levels in Foodstuffs Using the Dynamic Ingestion Pathway Model (동적 섭식경로모델을 이용한 음식물에 대한 유도 방사능 개입준위의 산정에 관한 연구)

  • Hwang, Won-Tae;Han, Moon-Hee;Kim, Byung-Woo
    • Journal of Radiation Protection and Research
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    • v.19 no.3
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    • pp.199-208
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    • 1994
  • The derived intervention levels in Korean foodstuffs were estimated using the dynamic ingestion pathway model which was developed considering Korean environment. The derived intervention levels were estimated from the intervention level of dose based on the thyroid committed dose equivalent of infant in the case of I-131, and the whole body committed dose equivalent for age groups and 13 kinds foodstuffs in the cases of Cs-137 and Sr-90. The derived intervention levels were shown as a considerable variation with deposition time and radionuclide. The adult was the most important age group in the estimation of derived intervention levels for Cs-137 and Sr-90. In the adult, the derived intervention levels for rice were 2390 and 47 Bq/kg for Cs-137 and Sr-90 in the case of deposition in summer, respectively, and 198 and 79 Bq/kg in the case of deposition in winter, respectively.

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Stock Assessment of Purplish Washington Clam, Saxidomus purpuratus in the Southern Coastal Waters of Korea (한국 남해안 개조개 Saxidomus purpuratus의 자원평가)

  • Kim, Yeong-Hye;Kwon, Dae-Hyeon;Lee, Dong-Woo;Chang, Dae-Soo;Kim, Jong-Bin;Kim, Seong-Tae;Ryu, Dong-Ki
    • The Korean Journal of Malacology
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    • v.23 no.1
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    • pp.31-38
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    • 2007
  • Population ecological parameters and stock biomass of the purplish washington clam, Saxidomus purpuratus (Sowerby), in the southern coastal areas of Korea were determined based on the fishery data from the Divers Fisheries Cooperative and other available biological data. Instantaneous coefficient of total mortality (Z) of purplish Washington clam was estimated to be 0.7479/year. The estimated instantaneous coefficient of natural mortality (M) was 0.2012/year. From the values of Z and M, the instantaneous coefficient of fishing mortality coefficient (F) for the recent years was calculated to be 0.4578/year. The age of purplish Washington clam at its first capture ($t_c$) was 2.7506 year. Yield-per-recruit and spawning biomass-per-recruit were estimated under harvest strategies that bases on $F_{max}$, $F_{0.1}$, $F_{35%}$ and $F_{40%}$ were shown as 81.60 g, 61.68 g, 115.07 g and 131.51 g, respectively. The acceptable biological catch (ABC) was estimated to be about 1,404 metric tons.

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The Effect of Job Characteristics and Health on Accident Experience according to Age of Transportation Workers (운수업근로자의 연령에 따른 직무특성 및 건강이 사고경험에 미치는 영향)

  • Kwon, Mi-Hwa;Lee, Jae-Shin
    • The Journal of the Korea Contents Association
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    • v.19 no.5
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    • pp.350-362
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    • 2019
  • The purpose of this study was to examine the effects of job characteristics and health on accident experience by analyzing the data of transportation workers according to age. The analysis used data from 'the fourth Korean Working Conditions Survey(KWCS)'. A total of 1,997 transport workers data were finally analyzed, and correlation analysis, crossover analysis and logistic regression analysis were performed. It was confirmed that there was no correlation between the age of the transport workers and the accident experience. In the relationship between the characteristics of transportation workers and the experience of the accident, it was found that, in the case of older workers, there was a significant effect in the order of 'at mistake someone else hurt', 'musculoskeletal problem', 'cardiovascular problem' and 'repetitive movements of hands or arms', the model explaining power was 56.9%(p <.01). In the case of non-older workers, it was found that 'depression and anxiety disorder', 'relationship between job and safety', 'at mistake someone else hurt' and 'labor union', the model explaining power was 21.8%(p <.01). Therefore, in order to promote prevent accidents of transportation workers in future, it is necessary to consider various variables such as health and job characteristics besides age.

Developing Dominant Tree Height Growth Curve and Site Index Curves for Pinus densiflora and Chamaecyparis obtusa Grown in Jeolla-do (전라도 지역 소나무와 편백에 대한 수고생장모델 및 지위지수곡선 개발)

  • Park, Hee-Jung;Lee, Sang-Hyun
    • Journal of Korean Society of Forest Science
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    • v.108 no.3
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    • pp.364-371
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    • 2019
  • This study was conducted to provide the basic information for a reasonable forest management plan and sustainable forest management by developing a dominant tree height growth model using diameter at breast height (DBH) and site index curves for Pinus densiflora and Chamaecyparis obtusa growing in Jeolla-do. The altitude, slope, orientation, soil type, height and DBH of a dominant tree, and the ages of trees were measured for 3055 Pinus densiflora trees (611 plots) and 3345 Chamaecyparis obtusa trees (699 plots), and these data were used to develop a customized afforestation map. In the dominant tree height growth model, the relationship to DBH was used in the Petterson, Michailow, and log equations. Also, a dominant tree height growth model in relationship to age used the Chapman-Richards, Schumacher, and Gompertz equations. The Petterson equation, which has a lower mean square error, was used to model dominant tree height growth in relationship to DBH. In the model of dominant tree height growth in relationship to age, three kinds of equations were considered to have little statistical difference. Therefore, the Chapman-Richards equation was chosen for modeling on the national level. Thirtyyears was used as the base age, which is an important factor for estimating the site index curves. In the results, a more varied range of site index family curves with 6-18 was developed for Pinus densiflora, and with 6-22 for Chamaecyparis obtusa. As the new site index curves indicated influences on growth of Pinus densiflora and Chamaecyparis obtusa, a reasonable forest management plan will be possible in the future for Jeolla-do.