• 제목/요약/키워드: Stemming

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중량물 설치 시 이동식 크레인 기종선정에 관한 연구 (HA Study on the Selection of Mobile Crane Model for Heavy Equipments Installation)

  • 정재복;유호선
    • 플랜트 저널
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    • 제8권2호
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    • pp.59-69
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    • 2012
  • This study focuses on avoiding the failures from the wrong selections by experiences as simulation programs is not available, and suggests the methods which effectively select the alternatives when the selected model is not appropriate for the original plan. First, CC8800-1K of DEMAG has the longest boom whose length is 216 m at the maximum. The combination of the boom is feasible to second level except for MANITIWOC M 2250 (M-1200 RINGER) which is possible to third level. Second, the angle of boom is from 20 degrees to 82 degrees. Suitable angle to work is in the 55-78 degrees. The working load of crawler type and hydraulic one to be applied is 75-85% in the critical loads capacity. As increasing operating radius, crawler type is a favorable position over hydraulic one. Lastly, related problems were verified through examination by suggestions for the design of the selection methods for the case analysis. The major problems are stemming from the selection based on its experiences, unreasonable demand for the existing facility and repeated selections by the designer who accumulates his experiences via same or similar projects.

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The Goddess Nana and the Kušan Empire: Mesopotamian and Iranian Traces

  • SAADI-NEJAD, MANYA
    • Acta Via Serica
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    • 제4권2호
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    • pp.129-140
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    • 2019
  • Nana was an important patron deity in the Kušan Empire and the most important deity worshipped by Emperor Kaniška (c. 127-150 CE). She was the head of the royal dynastic pantheon at this time. The cult of Nana may already have existed in Central Asia prior to the arrival of Indo-Iranians in the region, since she appears on a BMAC seal dating to the early second millennium BCE. Similarly, her cult in Bactria may pre-date her appearance in the Kušan pantheon by over two millennia. The spread of Nana's cult over such vast distances vividly illustrates the cultural connections (presumably stemming mostly from trade) that existed from prehistoric times linking the Mediterranean world to that of Central Asia and beyond, with the Iranian plateau at its center. The prevalence of Sogdian coins bearing Nana's name suggests that she was also the principal deity of Sogdiana. In Bactria, the goddess Ardoxšo (Avestan Aši vaŋvhī) was also worshipped by Kušāns and appeared on their coins. Nana, who was associated with war, fertility, wisdom, and water, was also equated with the Iranian goddesses Anāhitā, Aši, and Ārmaiti. The cult of Nana-Ārmaiti was widespread throughout eastern Iran.

한국어와 영어 스팸메일의 필터링 성능 분석 (Analysis of filtering performance of Korean and English spam-mails)

  • 황운호;강신재;김태희;김희재;김종완
    • 한국산업정보학회:학술대회논문집
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    • 한국산업정보학회 2006년도 춘계 국제학술대회 논문집
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    • pp.389-396
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    • 2006
  • 본 연구에서는 한국어와 영어 메일을 대상으로 2단계 스팸 메일 필터링 시스템을 구축하여 성능평가를 수행한다. 2단계 스팸 메일 필터링 시스템은 블랙리스트를 활용하는 1단계와 기계학습을 통한 지능적인 분류를 하는 2단계로 구성된다. 만약 새로 도착한 메일이 블랙리스트의 내용을 포함한다면 이 메일은 스팸 메일로 분류되고 그렇지 않은 메일은 2단계로 넘어가서 스팸 메일 여부를 판단하게 된다. 메일의 본문이 영어로 작성된 영어 스팸 메일을 일반 메일로부터 분류해내기 위해서는 우선 Stemming과 Stopping 기법을 이용하여 본문에서 정형화된 어휘정보들을 추출한다. 추출된 어휘정보들을 대상으로 속성벡터를 구축한 후 SVM 기계 학습을 시켜 SVM 분류기를 생성하여 지능적인 스팸 메일 필터링을 수행한다. 속성벡터를 구축할 때 기준이 되는 자질을 어떻게 선택하느냐에 따라 스팸 메일 필터링 시스템의 성능이 좌우된다. 따라서 SYM 기계 학습을 위한 속성벡터를 구축할 때 기준이 되는 자질을 선택하는 여러 알고리즘들을 적용하여 성능을 비교 분석한다. 그리고 한국어 스팸 메일 필터링 시스템과 비교하여 영어 스팸 메일 필터링 시스템의 전체적인 성능을 비교 분석한다.

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다학제 분야 학술지의 주제어 동시발생 네트워크를 활용한 기술예측 연구 (A Study on Technology Forecasting based on Co-occurrence Network of Keyword in Multidisciplinary Journals)

  • 김현욱;안상진;정우성
    • 한국경영과학회지
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    • 제40권4호
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    • pp.49-63
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    • 2015
  • Keyword indexed in multidisciplinary journals show trends about science and technology innovation. Nature and Science were selected as multidisciplinary journals for our analysis. In order to reduce the effect of plurality of keyword, stemming algorithm were implemented. After this process, we fitted growth curve of keyword (stem) following bass model, which is a well-known model in diffusion process. Bass model is useful for expressing growth pattern by assuming innovative and imitative activities in innovation spreading. In addition, we construct keyword co-occurrence network and calculate network measures such as centrality indices and local clustering coefficient. Based on network metrics and yearly frequency of keyword, time series analysis was conducted for obtaining statistical causality between these measures. For some cases, local clustering coefficient seems to Granger-cause yearly frequency of keyword. We expect that local clustering coefficient could be a supportive indicator of emerging science and technology.

추세 반전형 패턴 인식을 이용한 주식 거래 (Trading Using Trend Reversal Pattern Recognition in the Korea Stock Market)

  • 권순창
    • 경영과학
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    • 제30권1호
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    • pp.43-58
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    • 2013
  • Although analysis of charts, which used in stock trading by distinguishing standardized patterns in the movements of stock prices, is simple and easy to use, there can be problems stemming from specific patterns being distinguished as a result of the subjective perspectives of analysts. In accordance with such problems, through the method of template pattern matching, 4 trend reversal patterns were designed and the fitness of the patterns were quantitatively measured. In cases when a stock is purchased when the template pattern fitness value is within a certain range and held for at least 20-days, the average return ratio was analyzed to be higher-with the difference being statistically significant-than the average return ratio attained from trading a stock according to the same method per the Efficient Market Hypothesis. From the results of stock trades of 2 domestic corporations to which the values of the 4 patterns had been applied based on the 4 strategies, it was possible to ascertain differences in the strategy- and pattern-dependent return ratios. Through this study, along with presenting the exceptions for the Efficient Market Hypothesis in stock trading, the fitness level of quantitative chart patterns was measured and the theoretical basis for application of such fitness level was proposed.

생의학 도메인에서 약어 중의성 해결을 위한 최적 자질의 규명 (Identifying Optimum Features for Abbreviation Disambiguation in Biomedical Domain)

  • 임호건;서희철;김선호;임해창
    • 한국정보과학회 언어공학연구회:학술대회논문집(한글 및 한국어 정보처리)
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    • 한국정보과학회언어공학연구회 2004년도 제16회 한글.언어.인지 한술대회
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    • pp.173-180
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    • 2004
  • 생의학 도메인에서 약어 중의성 해결이란 생의학 문서에 나타난 약어의 원래 형태(long form)를 판별하는 작업이다. 본 논문은 생의학 도메인에서 약어 중의성 해결에 적합한 자질들을 실험적으로 탐색하는데 목적이 있다. 이를 위해서 약어 중의성 해결에 사용할 문맥을 전역 문맥(topical context)과 지역 문맥(local context)으로 구분하고, 각각의 문맥에서 스테밍(stemming), 불용어 제거, 품사 부착 등의 과정을 통해서 다양한 자질들을 고려하도록 한다. 생의학 도메인에서 약어 중의성 해결을 위한 실험 자료의 부족을 해결하기 위해서, 학습 자료와 평가 자료를 자동으로 구축했으며, 평가를 위한 약어로는 기존 연구에서 사용된 두 가지 약어 목록을 사용했다. 또한 단순 베이지언 모델(Naive Bayesian Model)을 이용해서 각 자질들의 유용성을 평가하였다 실험 결과, 전역 문맥이 지역 문맥보다 더 좋은 성능을 보였으며, 전역 문맥에서는 불용어만을 제거한 경우가 각각의 평가 자료에서 94.2%와 96.2%로 가장 좋은 결과를 보였으며, 전역 문맥과 지역 문맥을 함께 사용하는 경우에 각각의 평가 자료에서 1.8%와 0.3%의 성능 향상이 있었다.

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수요가 재생 도착과정을 따르는 (s, S) 재고 시스템에서 시뮬레이션 민감도 분석을 이용한 최적 전략 (Optimal Policy for (s, S) Inventory System Characterized by Renewal Arrival Process of Demand through Simulation Sensitivity Analysis)

  • 권치명
    • 한국시뮬레이션학회논문지
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    • 제12권3호
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    • pp.31-40
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    • 2003
  • This paper studies an optimal policy for a certain class of (s, S) inventory control systems, where the demands are characterized by the renewal arrival process. To minimize the average cost over a simulation period, we apply a stochastic optimization algorithm which uses the gradients of parameters, s and S. We obtain the gradients of objective function with respect to ordering amount S and reorder point s via a combined perturbation method. This method uses the infinitesimal perturbation analysis and the smoothed perturbation analysis alternatively according to occurrences of ordering event changes. The optimal estimates of s and S from our simulation results are quite accurate. We consider that this may be due to the estimated gradients of little noise from the regenerative system simulation, and their effect on search procedure when we apply the stochastic optimization algorithm. The directions for future study stemming from this research pertain to extension to the more general inventory system with regard to demand distribution, backlogging policy, lead time, and inter-arrival times of demands. Another direction involves the efficiency of stochastic optimization algorithm related to searching procedure for an improving point of (s, S).

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(s, S) 재고관리 시스템에 대한 확률최적화 기법의 응용 (Application of Stochastic Optimization Method to (s, S) Inventory System)

  • Chimyung Kwon
    • 한국시뮬레이션학회논문지
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    • 제12권2호
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    • pp.1-11
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    • 2003
  • In this paper, we focus an optimal policy focus optimal class of (s, S) inventory control systems. To this end, we use the perturbation analysis and apply a stochastic optimization algorithm to minimize the average cost over a period. We obtain the gradients of objective function with respect to ordering amount S and reorder point s via a combined perturbation method. This method uses the infinitesimal perturbation analysis and the smoothed perturbation analysis alternatively according to occurrences of ordering event changes. Our simulation results indicate that the optimal estimates of s and S obtained from a stochastic optimization algorithm are quite accurate. We consider that this may be due to the estimated gradients of little noise from the regenerative system simulation, and their effect on search procedure when we apply the stochastic optimization algorithm. The directions for future study stemming from this research pertain to extension to the more general inventory system with regard to demand distribution, backlogging policy, lead time, and review period. Another directions involves the efficiency of stochastic optimization algorithm related to searching procedure for an improving point of (s, S).

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숲 활동을 토대로 한 만 4세 유아의 자발적 동시 짓기 과정과 시적 표현 (Emerging Poetry Composition and Poetic Expression in 4 year Olds Stemming from Forest Activities)

  • 김유미
    • 한국보육지원학회지
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    • 제13권2호
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    • pp.59-80
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    • 2017
  • Objective: The purpose of the present study was to find out the development of 4-year-old children's emerging poetry composition process and features of poetic expression through their own forest experiences. This research also aims to explore the possibility of alternative poetry education for early childhood. Methods: This study collected data from one class of four-year olds through classroom observation, interviews with teachers, and the researcher's journal entries on events that occurred during forest walking activities. Results: Research findings showed that it was possible to encourage free expression of metaphors and imagination in children and they were able to share excitement about poetry with their classmates when provided with an alternative environment. One remarkable finding was that children's spontaneous writing and pleasure in poetry did not continue when given the new theme of 'Mom and Dad'. Conclusion/Implications: The results imply that to encourage the development of children's intuitive poetic words we need to be interested in how to organize and highlight the experiences of children. This study also suggests that positive methodological and teleological changes are needed for poetry education that is separate from language education.

사립유치원 원장의 직무스트레스 대처방안에 관한 연구 (A Study on the Strategies Used to Reduce the Work-Related Stress of Private-Kindergarten Director)

  • 김병만;황해익
    • 아동학회지
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    • 제31권4호
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    • pp.159-177
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    • 2010
  • This study sought to identify the solutions that private-kindergarten directors use in dealing with their work-related stress. The respondents for this study were 200 kindergarten directors in Busan, Ulsan and Gyoung-Nam province. Surveys were issued and 162 were returned and were subject to statistical analysis. The survey consisted of a total of 45 questions about work-related stress and the strategies used to cope with their work situations. The data collected data were analyzed through the SPSS 12.0 program. As a result of this study, it can be argued that, firstly, in terms of the strategies to reduce work-related stress by directors, it is best to address these issues psychologically, directly and physically. Secondly, through this process, significant differences stemming from the age of directors (p < .01) were observed, while there were no significant differences in terms of educational level and management experience in these statistics. Finally, our results indicated that as a result of confirming the differences among effective plans according to total marks of the level of job stress recognition for privatekindergarten directors, there are meaningful and significant differences in the level of job stress recognition in respect to a physical effective plan (p < .05), a negative plan (p < .01) and a direct effective plan (p < .05).