• 제목/요약/키워드: distributional system

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Environment for Translation Domain Adaptation and Continuous Improvement of English-Korean Machine Translation System

  • Kim, Sung-Dong;Kim, Namyun
    • International Journal of Internet, Broadcasting and Communication
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    • 제12권2호
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    • pp.127-136
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    • 2020
  • This paper presents an environment for rule-based English-Korean machine translation system, which supports the translation domain adaptation and the continuous translation quality improvement. For the purposes, corpus is essential, from which necessary information for translation will be acquired. The environment consists of a corpus construction part and a translation knowledge extraction part. The corpus construction part crawls news articles from some newspaper sites. The extraction part builds the translation knowledge such as newly-created words, compound words, collocation information, distributional word representations, and so on. For the translation domain adaption, the corpus for the domain should be built and the translation knowledge should be constructed from the corpus. For the continuous improvement, corpus needs to be continuously expanded and the translation knowledge should be enhanced from the expanded corpus. The proposed web-based environment is expected to facilitate the tasks of domain adaptation and translation system improvement.

경부고속철도 수요확충을 위한 교통체계 구축방안 연구 (A study on the efficient intermodal transportation system to increase the transportation demand : An empirical analysis of Kyungbu High Speed Railway)

  • 이진선;김현웅
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2001년도 추계학술대회 논문집
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    • pp.104-110
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    • 2001
  • During the last several years, the high speed railway system has been constructed and it is scheduled to open sometime in 2004. To fulfil its duties, it is essential to view intermodalism in the context of broader technological developments in easy access to high speed railway station. And also, to understand the economic importance of intermodal transportation, continual research is needed on the costs and distributional effects of alternative intermodal mechanisms for public works, including direct service to local station or easy transfer to other mass transportation modes. In this paper, necessary courses for local governments involvement are taken, and additional resources must be found that will benefit the entire railway system.

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서해 해양 침적폐기물의 성상별 분포 특성 연구 (A Study on the Distributional Characteristics to Properties of Marine Submerged Wastes in the West Sea of Korea)

  • 김민정;윤홍주
    • 한국전자통신학회논문지
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    • 제18권1호
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    • pp.219-230
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    • 2023
  • 해양폐기물은 위치에 따라서 해안폐기물, 부유폐기물, 침적폐기물로 분류한다. 환경 문제에 대한 인식이 높아지면서 눈에 보이는 쓰레기들 외에 해양침적쓰레기에 대한 관리 및 수거가 필요하다. 우리나라 삼면의 바다 중 서해의 해양침적폐기물 종류별 분포 특성을 파악한 연구이다. 연구를 통해 폐합성수지, 고철, 폐타이어, 기타 순으로 많은 양이 나타난 것을 알 수 있었다. 특히, 서해 바다의 폐합성수지 심각성에 대해 보여주는 결과로 이로 인해 머지않아 해양생태계 뿐만 아니라 우리의 삶에도 막대한 영향을 미칠 것으로 보인다. 본 연구를 통하여 쉽게 알지 못하는 서해 침적쓰레기의 종류와 분포에 대해 인식하게 되고, 향후 수거활동에 도움이 되는 기초연구 자료로 활용될 수 있다.

榮山江 水系의 水棲混蟲의 分布와 季節的 變動 (Distribution and Seasonal Fluctuation of Aquatic Insects in the Yongsan River System)

  • Baik, Soon-Ki
    • The Korean Journal of Ecology
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    • 제16권2호
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    • pp.209-227
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    • 1993
  • Aquatic insects were collected from 18 sites in the Yongsan River System from August, 1988 to July, 1989. The monthly fluctuation and distributional pattern of the aquatic insects along the environmental factors were investigated. Quantitatively collected aquatic insects were identified, and numbers, standing biomass, dominance indices and diversity indices in each site and month were determined. The aquatic insect faun of the Yongsan River System was composed of 146 species, 82 genera, 38 families in 7 orders including 44 species of mayflies, 32 species of caddisflies, 24 species of stoneflies, 21 species of flies, 16 species of beetles, 6 species of dragonflies and 3 species of dobsonflies. Seasonal occurrence of species were more diversified in winter and spring than in summer. Also, the number of individuals occurred was higher in winter and spring than in summer while it was the highest in upper stream and the lowest in Kwang-ju stream. Component ratio of the number of individuals according to the insect orders was as follows: Mayflies 38.71%, Flies 36.97%, Stoneflies 10.21%, Caddisflies 6.80%, Beetles 2.96%, Dobbsonflies 2.74%, Dragonflies 0.95%. Percentage of standing biomass according to insect orders were as follows: Mayfiles 32.81%, Stoneflies 26.51%, Caddisflies 17.58%, Dobbsonflies 14.84%, Flies 3.74%, Beetles 3.08%, Dragonflies 1.45%, The highest standing biomass occurred in spring and the lowest in summer.

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A New Similarity Measure Based on Intraclass Statistics for Biometric Systems

  • Lee, Kwan-Yong;Park, Hye-Young
    • ETRI Journal
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    • 제25권5호
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    • pp.401-406
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    • 2003
  • A biometric system determines the identity of a person by measuring physical features that can distinguish that person from others. Since biometric features have many variations and can be easily corrupted by noises and deformations, it is necessary to apply machine learning techniques to treat the data. When applying the conventional machine learning methods in designing a specific biometric system, however, one first runs into the difficulty of collecting sufficient data for each person to be registered to the system. In addition, there can be an almost infinite number of variations of non-registered data. Therefore, it is difficult to analyze and predict the distributional properties of real data that are essential for the system to deal with in practical applications. These difficulties require a new framework of identification and verification that is appropriate and efficient for the specific situations of biometric systems. As a preliminary solution, this paper proposes a simple but theoretically well-defined method based on a statistical test theory. Our computational experiments on real-world data show that the proposed method has potential for coping with the actual difficulties in biometrics.

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의약분업을 둘러싼 갈등 : 협상론의 관점에서 (The Conflict over the Separation of Prescribing and Dispensing Practice (SPDP) in Korea: A Bargaining Perspective)

  • 이경원;김정화;안도경
    • 보건행정학회지
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    • 제12권4호
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    • pp.91-113
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    • 2002
  • 본 논문은 의약분업의 실시와 이에 따른 의료인의 대규모 파업을 연구 대상으로 하였다. 협상 (bargaining)에 관한 게임이론 (game-theory) 모형을 활용하여 의료인들과 정부의 협상과 정과 결과를 분석하고자 하였다. 특히 제도 변화의 과정에 있어 사회적 행위자들 사이의 분배적 갈등의 역할에 초점을 맞추고 있다 정부에 의한 의약분업의 시행은 의료인들로 하여금 심각한 분배적 결과를 초래할 수 있다는 것이며, 이는 다양한 배경의 의료인들로 하여금 정치적 연합의 가능성을 강화시켰다. 의료인들에 의한 분배적 결과의 인식은 파업과 같은 집합행동의 조직화로 나타나고 정부와의 협상 관계에 있어서도 줄곧 협상력의 우위를 견지하는 모습을 보여주었다. 결과적으로 의료인들은 그들이 원하는 결과를 확보하는데 성공한듯이 보인다. 협상은 제도의 형성과 변화에 있어 행위자들 간 상호작용의 중요한 형태라 할 수 있다. 이 경우 한 행위자의 목적은 그들에 유리하게 어떻게 제도적 규칙을 형성해 나가느냐 이다. 행위자들간 이해관계에 따른 갈등의 분석에 있어 주요한 변수는 당사자들 간 협상력의 차이라 할 수 있다. 힘의 비대칭 (asymmetry of power)현상은 제도 형성의 중요한 요소가 될 수 있다. 본 논문은 비협조 게임 모형 (the battle of sexes game)을 이용하여 협상력의 차이에 따른 균형해(equilibrium outcome)의 차이를 분석하고자 하였다. 특히 정부와 의료인의 협상에 있어 선호의 강도(intensity of preference)와 협상의 결렬시 지불해야 하는 비용 (breakdown cost) 의 차이는 협상력의 차이로 이어지고, 결과적으로 제도 변화의 결과를 가늠케 하는 척도로 작용하고 있음을 알 수 있다.

혼합 얼랑 확률변수의 극한치 (Extreme Values of Mixed Erlang Random Variables)

  • Kang, Sung-Yeol
    • 한국경영과학회지
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    • 제28권4호
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    • pp.145-153
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    • 2003
  • In this Paper, we examine the limiting distributional behaviour of extreme values of mixed Erlang random variables. We show that, in the finite mixture of Erlang distributions, the component distribution with an asymptotically dominant tail has a critical effect on the asymptotic extreme behavior of the mixture distribution and it converges to the Gumbel extreme-value distribution. Normalizing constants are also established. We apply this result to characterize the asymptotic distribution of maxima of sojourn times in M/M/s queuing system. We also show that Erlang mixtures with continuous mixing may converge to the Gumbel or Type II extreme-value distribution depending on their mixing distributions, considering two special cases of uniform mixing and exponential mixing.

공정평균을 관리하기 위한 로버스트 관리도 (Robust Control Chart for the Control of the Process Mean)

  • 이병근;정현석;남호수
    • 산업경영시스템학회지
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    • 제21권48호
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    • pp.65-71
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    • 1998
  • Control chart is a very extensively used tool in testing whether a process is in a state of statistical control or not. In this paper, a robust control chart for variables is proposed, which is based on the Huber's M-estimator. The Huber's M-estimator is a well-known robust estimator in sense of distributional robustness. In the proposed chart, the estimation of the process deviation is modified to have a stable level and high power. To compare the performances of the proposed control chart with the classical (equation omitted), some Monte Carlo simulations are performed. The simulation results show that the robust control chart has good performance.

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재구성된 유전자 네트워크의 섭동적(Perturbational) 토폴로지 변형 분석 (Power-law Distributional Perturbation Analysis of the Topology of Reconstructed Genetic Networks)

  • 이상근;장병탁
    • 한국정보과학회:학술대회논문집
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    • 한국정보과학회 2003년도 가을 학술발표논문집 Vol.30 No.2 (2)
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    • pp.754-756
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    • 2003
  • DNA칩 기술로 얻어지는 대규모 섭동데이터(perturbation data)는 생물학적시스템(biological system)의 유전자네트워크(genetic network)를 재구성(reverse-engineering)하는데 있어 유용하다. 그러나 기존의 연구는 유전자 조절 관계의 규명이나 혹은 데이터를 설명하는 최적의 모델을 찾는 방향에만 관심을 두고 있고. 실험적인 한계로 인한 DNA칩 데이터의 오류가 재구성된 네트워크의 구조에 미치는 영향에 대해서는 중요하게 다루고 있지 않다. 본 논문에서는 유전자 네트워크의 멱함수(power-low) 분포 구조를 이용하여, 섭동 데이터의 오류가 재구성된 네트워크의 토폴로지(topology)에 미치는 영향을 분석하였다. 가상의 네트워크에 대한 데이터를 사용하여 실험한 결과, 데이터의 오류 정도에 따른 네트워크 토폴로지의 변형 양상을 관측할 수 있었다.

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이중 재고한계점에 반응하는 고객이탈행위를 고려한 강건한 뉴스벤더 모델 (Robust Newsvendor Model with Customer Balking by the Bi-levels of Inventory Threshold)

  • 정욱;이세원
    • 산업경영시스템학회지
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    • 제36권1호
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    • pp.36-43
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    • 2013
  • Many retailer store managers are experiencing the situation where some customers balk at purchasing products if the stock is low. In this paper, we extend the single period newsvendor model in an environment of customer balking behavior occurring at double threshold inventory levels assuming the chance of sales during balking is a discrete function of inventory level. Our analysis is based on the assumption that only the mean and the variance of demand are known, without assuming any specific distributional form. We derive the explicit general expression of optimal order quantity with unknown distribution of demand with double threshold inventory levels of customer balking. Then, we illustrate the concepts developed here through simple numerical examples and conclude the future research topics under balking situation.