• Title/Summary/Keyword: stemming

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Application of Probabilistic Health Risk Analysis in Life Cycle Assessment -Part I : A General Framework for Uncertainty and Variability Analysis of Health Risk in Life Cycle Assessment (전과정평가에 있어 확률론적 건강영향분석기법 적용 -Part I : 전과정평가에 있어 확률론적 위해도 분석기법 적용방안에 관한 연구)

  • Choi, Kwang-Soo;Park, Jae-Sung
    • Journal of Environmental Impact Assessment
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    • v.9 no.3
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    • pp.185-202
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    • 2000
  • Uncertainty and variability in Life Cycle Assessment(LCA) have been significant key issues in LCA methodology with techniques in other research area such as social and political science. Variability is understood as stemming from inherent variations in the real world, while uncertainty comes from inaccurate measurements, lack of data, model assumptions, etc. Related articles in this issues were reviewed for classification, distinguish and elaboration of probabilistic/stochastic health risk analysis application in LCA. Concept of focal zone, streamlining technique, scenario modelling and Monte Carlo/Latin Hypercube risk analysis were applied to the uncertainty/variability analysis of health risk in LCA. These results show that this general framework of multi-disciplinary methodology between probabilistic health risk assessment and LCA was of benefit to decision making process by suppling information about input/output data sensitivity, health effect priority and health risk distribution. There should be further research needs for case study using this methodology.

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A System Theory Approach to Social Support for Multi-cultural Families with a Focus on Formal Support Systems (다문화가족의 사회적 지지에 대한 체계론적 접근 - 공적 지원체계를 중심으로 -)

  • Hong, Sung-Hee
    • Journal of Family Resource Management and Policy Review
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    • v.19 no.1
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    • pp.23-47
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    • 2015
  • The purpose of this study was to investigate social workers' personal experiences providing social support to multi-cultural family in a multi-cultural family center. The data were collected through in-depth interviews with 14 social workers at the multi-cultural family center, and were analyzed using a phenomenological research method. The major findings were as follows : The social workers' personal experiences with and understanding of social support were classified as 4 categories : 'source of emotional support to the multi-cultural family', 'diverse and systematic educational support', 'excessive demands on material support', and 'daily life support and connection with community network'. The social workers recognized emotional and educational support as essential factors in providing social support to multi-cultural family. However, the social workers' perceptions of material support derived from negative personal experiences stemming from excessive demands and misunderstanding for material support. These results showed that social workers at the multi-cultural family center provided multi-cultural families with social support and that they interacted with community support system and multi-cultural families to increase their satisfaction.

Real time crack detection using mountable comparative vacuum monitoring sensors

  • Roach, D.
    • Smart Structures and Systems
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    • v.5 no.4
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    • pp.317-328
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    • 2009
  • Current maintenance operations and integrity checks on a wide array of structures require personnel entry into normally-inaccessible or hazardous areas to perform necessary nondestructive inspections. To gain access for these inspections, structure must be disassembled and removed or personnel must be transported to remote locations. The use of in-situ sensors, coupled with remote interrogation, can be employed to overcome a myriad of inspection impediments stemming from accessibility limitations, complex geometries, the location and depth of hidden damage, and the isolated location of the structure. Furthermore, prevention of unexpected flaw growth and structural failure could be improved if on-board health monitoring systems were used to more regularly assess structural integrity. A research program has been completed to develop and validate Comparative Vacuum Monitoring (CVM) Sensors for surface crack detection. Statistical methods using one-sided tolerance intervals were employed to derive Probability of Detection (POD) levels for a wide array of application scenarios. Multi-year field tests were also conducted to study the deployment and long-term operation of CVM sensors on aircraft. This paper presents the quantitative crack detection capabilities of the CVM sensor, its performance in actual flight environments, and the prospects for structural health monitoring applications on aircraft and other civil structures.

Experimental investigation of flow characteristics around four square-cylinder arrays at subcritical Reynolds numbers

  • Liu, Mingyue;Xiao, Longfei;Yang, Lijun
    • International Journal of Naval Architecture and Ocean Engineering
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    • v.7 no.5
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    • pp.906-919
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    • 2015
  • The Deep Draft Semi-Submersible (DDS) concepts are known for their favourable vertical motion performance. However, the DDS may experience critical Vortex-Induced Motion (VIM) stemming from the fluctuating forces on the columns. In order to investigate the current-induced excitation forces of VIM, an experimental study of flow characteristics around four square-section cylinders in a square configuration is presented. A number of column spacing ratios and array attack angles were considered to investigate the parametric influences. The results comprise flow patterns, drag and lift forces, as well as Strouhal numbers. It is shown that both the drag and lift forces acting on the cylinders are slightly different between the various L/D values, and the fluctuating forces peak at L/D = 4.14. The lift force of downstream cylinders reaches its maximum at around ${\alpha}=15^{\circ}$. Furthermore, the flow around circular-section-cylinder arrays is also discussed in comparison with that of square cylinders.

MNE's Ability to Mitigate the FX Exposure: Subsidiary Network and Pass-through Ability

  • Cho, Hyejin
    • East Asian Journal of Business Economics (EAJBE)
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    • v.6 no.4
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    • pp.1-12
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    • 2018
  • Purpose - This paper tests the effect of the structure of manufacturing and marketing subsidiary network on FX exposure of Korean MNEs. Furthermore, the moderating effect of pass-through ability on the relationship between the subsidiary network and FX exposure is explored. Research design and methodology - This study utilizes a sample of 309 Korean MNEs constructed from database offered by KOTRA and KIS-VALUE. Results - As operational flexibility arising from having operations in multiple locations provides an option for firms to tackle FX exposure, greater breadth of manufacturing subsidiary network reduces FX exposure, and greater depth increases FX exposure. However, both the breadth and depth of marketing subsidiary network decrease FX exposure due to the firm's higher level of market presence and knowledge to devise an appropriate marketing strategy that can buffer adverse exchange rate movement. Such an effect is intensified when MNE's have FX exposure pass-through ability stemming from differentiated good. Conclusions - Empirical findings suggest that types and structure of Korean MNEs' foreign subsidiary network are closely related to the level of FX exposure they are experiencing. Also, they can utilize marketing subsidiary network more efficiently when having a higher R&D intensity.

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

  • Jeong, Jae-Bok;Yoo, Ho-Seon
    • Plant Journal
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    • v.8 no.2
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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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    • v.4 no.2
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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.

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

  • Hwang Wun-Ho;Kang Sin-Jae;Kim Tae-Hee;Kim Hee-Jae;Kim Jong-Wan
    • Proceedings of the Korea Society for Industrial Systems Conference
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    • 2006.05a
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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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A Study on Technology Forecasting based on Co-occurrence Network of Keyword in Multidisciplinary Journals (다학제 분야 학술지의 주제어 동시발생 네트워크를 활용한 기술예측 연구)

  • Kim, Hyunuk;Ahn, Sang-Jin;Jung, Woo-Sung
    • Journal of the Korean Operations Research and Management Science Society
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    • v.40 no.4
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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.

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

  • Kwon, Soonchang
    • Korean Management Science Review
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    • v.30 no.1
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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.