• Title/Summary/Keyword: Stemming

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

  • Lim, Ho-Gun;Seo, Hee-Cheol;Kim, Seon-Ho;Rim, Hae-Chang
    • Annual Conference on Human and Language Technology
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    • 2004.10d
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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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Optimal Policy for (s, S) Inventory System Characterized by Renewal Arrival Process of Demand through Simulation Sensitivity Analysis (수요가 재생 도착과정을 따르는 (s, S) 재고 시스템에서 시뮬레이션 민감도 분석을 이용한 최적 전략)

  • 권치명
    • Journal of the Korea Society for Simulation
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    • v.12 no.3
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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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Application of Stochastic Optimization Method to (s, S) Inventory System ((s, S) 재고관리 시스템에 대한 확률최적화 기법의 응용)

  • Chimyung Kwon
    • Journal of the Korea Society for Simulation
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    • v.12 no.2
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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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Emerging Poetry Composition and Poetic Expression in 4 year Olds Stemming from Forest Activities (숲 활동을 토대로 한 만 4세 유아의 자발적 동시 짓기 과정과 시적 표현)

  • Kim, Yu-Mi
    • Korean Journal of Childcare and Education
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    • v.13 no.2
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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.

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

  • Kim, Byung-Man;Hwang, Hae-Ik
    • Korean Journal of Child Studies
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    • v.31 no.4
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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).

A Study on Aspects of Reproduction of Contents Archetype (콘텐츠의 원형 재현의 양상 연구)

  • Lee, Jae Hong
    • Journal of Korea Game Society
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    • v.16 no.1
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    • pp.73-82
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    • 2016
  • With a rapid development of smart devices, the consumption of digital media contents has become much faster. As a result, there has been a rising demand for diverse stories, and cultural archetypes have been reproduced to crate these stories. An archetype is an act inherent in collective unconsciousness. Since it is a prototype stemming from imagination and experiences, the distortion or deterioration of the archetype could even threaten the identity of national tradition. This study analyzed western contents which have been successful and domestic ones that have failed in the reproduction of their archetype, investigated aspects in the reproduction of cultural archetypes and reviewed future storytelling methodology.

A Korean Language Stemmer based on Unsupervised Learning (자율 학습에 의한 실질 형태소와 형식 형태소의 분리)

  • Jo, Se-Hyeong
    • The KIPS Transactions:PartB
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    • v.8B no.6
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    • pp.675-684
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    • 2001
  • This paper describes a method for stemming of Korean language by using unsupervised learning from raw corpus. This technique does not require a lexicon or any language-specific knowledge. Since we use unsupervised learning, the time and effort required for learning is negligible. Unlike heuristic approaches that are theoretically ungrounded, this method is based on widely accepted statistical methods, and therefore can be easily extended. The method is currently applied only to Korean language, but it can easily be adapted to other agglutinative languages, since it is not language-dependent.

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A study on the necessity and feasibility of Recreational Fishing license System in Korea (낚시면허제 도입의 필요성과 실현 가능성에 대한 고찰)

  • 이광남
    • The Journal of Fisheries Business Administration
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    • v.34 no.1
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    • pp.115-136
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    • 2003
  • As of late, people who enjoy fishing as a pastime in Korea has dramatically increased on the back of the increased national income and 5-day working system being in place. In the past, people used to fish in inland waters, but fishing on the sea has also shown a steady increase. The expanded fishing community along with increasing types of fishing, however, led to destruction of ecosystem by littering the waters of both inland and sea with wastes and reckless exploitation of fish resources. Fishing activities are usually taking place in inland waters, or on the sea, which is, by definition, a common property, and side effects such as free riding and diseconomy are frequently observed occurring. In other words, everyone can use the property free of charge(except paying fishing lot), and littering the waters with pollutants and wastes stemming from fishing activities is currently rampant. In this context, this paper studies the necessity of introducing fishing license system and its feasibility in Korea from a perspective to improve the national welfare through policy measures based on 'polluter pays principle' to prevent further environmental pollution in the fishing lot and preserve fishery resources. Study shows that introduction of Recreational fishing license system is urgently needed, but it is concluded that it should take more time to implement the system so as to accomodate the differing interests of all parties involved including recreational fishing industry, while strengthening public relation activities to solicit for the people's understanding of the system to be introduced.

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Comparison between a 13-session and One-time Program on Korean Elementary, Middle and High School Students' Understanding of Nuclear Power

  • Han, Eun Ok;Choi, YoonSeok;Lim, YoungKhi
    • Journal of Radiation Protection and Research
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    • v.42 no.1
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    • pp.56-62
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    • 2017
  • Background: To help future generations make accurate value judgments about nuclear power generation and radiation, this study will provide an effective education plan suitable for South Korea by applying and analyzing programs for the understanding of nuclear power within the diversely operated programs in the current Korean education system. Materials and Methods: This study analyzed the difference in educational effects by operating a 13-session regular curriculum for one semester and a one-session short-term curriculum from March to July 2016. Results and Discussion: As a result of operating a 13-session model school and a one-time educational program to analyze behavior changes against the traditional learning model, it was found that all elementary, middle and high school students showed higher acceptability of nuclear power in South Korea. The variation was greater for the model school than the short-term program. Conclusion: To prevent future generations from making biased policy decisions stemming from fear regarding nuclear power, it is necessary to bolster their value judgments in policy decisions by acquiring sufficient information about nuclear power generation and radiation through educational programs.

DEVELOPMENT OF INTERFACIAL AREA TRANSPORT EQUATION

  • ISHII MAMORU;KIM SEUNGJIN;KELLY JOSEPH
    • Nuclear Engineering and Technology
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    • v.37 no.6
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    • pp.525-536
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    • 2005
  • The interfacial area transport equation dynamically models the changes in interfacial structures along the flow field by mechanistically modeling the creation and destruction of dispersed phase. Hence, when employed in the numerical thermal-hydraulic system analysis codes, it eliminates artificial bifurcations stemming from the use of the static flow regime transition criteria. Accounting for the substantial differences in the transport mechanism for various sizes of bubbles, the transport equation is formulated for two characteristic groups of bubbles. The group 1 equation describes the transport of small-dispersed bubbles, whereas the group 2 equation describes the transport of large cap, slug or chum-turbulent bubbles. To evaluate the feasibility and reliability of interfacial area transport equation available at present, it is benchmarked by an extensive database established in various two-phase flow configurations spanning from bubbly to chum-turbulent flow regimes. The geometrical effect in interfacial area transport is examined by the data acquired in vertical fir-water two-phase flow through round pipes of various sizes and a confined flow duct, and by those acquired In vertical co-current downward air-water two-phase flow through round pipes of two different sizes.