• Proceedings of the KWS Conference
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• 2009.11a
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• pp.111-111
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• 2009

전 세계적으로 환경 보호의 차원에서 자동차 업체는 자동차의 연비 향상을 위한 차체의 경량화가 큰 이슈로 대두되고 있다. 이를 위해 알루미늄과 같은 경량화 소재를 이용하여 차체 조립에 투입하고자 연구 중에 있다. 이와 같은 레이저 용접 공정이 현장에 적용되기 위해서는 용접부의 품질을 실시간으로 모니터링하고 품질을 판단하여야 생산성을 극대화 할 수 있다. 그러므로 본 연구에서는 알루미늄 AA5182 알루미늄 판재의 용가 와이어를 이용한 레이저 용접에서 용접부를 모니터링 할 수 있는 시스템을 구축하였다. 이를 위하여 레이저는 4kW급 Nd:YAG 레이저를 사용하였고, 차체용 알루미늄 판재 AA5182 1.4t를 AA5356 와이어를 이용하여 용접을 수행하였다. 모니터링 센서로는 반응 범위가 190 mn~680 nm인 센서를 이용하였고, 용접 중 센서로부터 발생된 출력전류를, 신호 증폭기와 DAQ 보드를 통해 초당 10,000 samples/sec로 계측하였다. 다양한 용접조건을 이용하여 실험을 수행하였고 이를 정량적으로 분석하였다. 계측된 신호와 용접 품질은 비선형적 관계를 가지고 있으므로 본 연구에서는 용접 품질을 예측하는 방법으로 퍼지 패턴인식 알고리즘을 이용하는 방법과 계측 신호를 이용한 인장강도 예측모델을 이용하여 병렬로 품질평가를 할 수 있는 알고리즘을 구현하였다. 이를 위하여 계측된 신호와 용접 품질과의 관계를 이용하여 퍼지 규칙 베이스 정의하였고, 신경회로망 모델을 이용하여 인장강도 예측모델을 제시하였다. 또한 품질 평가 알고리즘을 기반으로 레이저 용접부의 품질평가가 가능한 GUI 프로그램을 구현하였다.

• The Journal of Engineering Geology
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• v.4 no.2
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• pp.139-151
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• 1994

Rocks are composed of the discrete elements of microstructures such as different grains and microcracks. The studies of these microstructures are of increasing interest in engineering geology and civil engineering related to construction of a deep under-ground space. Accordingly, instead of a simplified continuum approach, discrete structural elements and mechanical properties of various grains must be accounted. But it is difficult to analyse crack and discontinuity surfaces in Euclidean geometry. So, Mandelbrot( 1983) developed fractal theory to manage irregular body in nature. In this study, geometrical properties of microstructures to estimate a relation between crack propagation and stress were calculated. Then it is shown that fractal theory can be applied to research real mechanical behavior of rocks.

• Annual Conference on Human and Language Technology
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• 2019.10a
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• pp.362-367
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• 2019

본 논문에서는 Self-Attention을 활용한 딥러닝 기반 문맥의존 철자오류 교정 모델을 제안한다. 문맥의존 철자오류 교정은 최근 철자오류 교정 분야에서 활발히 연구되고 있는 문제 중 하나이다. 기존에는 규칙 기반, 확률 기반, 임베딩을 활용한 철자오류 교정이 연구되었으나, 아직 양질의 교정을 수행해내기에는 많은 문제점이 있다. 따라서 본 논문에서는 기존 교정 모델들의 단점을 보완하기 위해 Self-Attention을 활용한 문맥의존 철자오류 교정 모델을 제안한다. 제안 모델은 Self-Attention을 활용하여 기존의 임베딩 정보에 문맥 의존적 정보가 반영된 더 나은 임베딩을 생성하는 역할을 한다. 전체 문장의 정보가 반영된 새로운 임베딩을 활용하여 동적으로 타겟 단어와의 관련 단어들을 찾아 문맥의존 철자 오류교정을 시행한다. 본 논문에서는 성능평가를 위해 세종 말뭉치를 평가 데이터로 이용하여 제안 모델을 실험하였고, 비정형화된 구어체(Kakao Talk) 말뭉치로도 평가 데이터를 구축해 실험한 결과 비교 모델보다 높은 정확율과 재현율의 성능향상을 보였다.

• Journal of the Korea Computer Industry Society
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• v.3 no.3
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• pp.259-270
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• 2002

In computer Go, the method evaluating the situation of a face is not generalized. To evaluate the situations all the faces accurately, computer Go must judge owners of 361 positions according the changes of the faces. In this paper, we apply the structure of graph as a method analyzing the rules and characters of Go. The Situation Evaluation System(SES) which can evaluate the situation of a face without DB information oかy using strength of stone(SS), influence power(IP), safety(S), position value(PV), and position-value matrix(PM) is proposed. This system is very effective to evaluate the whole situations of Go because it can show the owner of 361 positions between Black and White. As a result, SES can well compute the situations in the opening game of Go. It makes 70.9% hit-ratio as compared with the practical Go games of professional players. According to the results compared with Nemesis, the commercial program which has the joseki(established stones: hewn sequences of moves near the corner which result in near-equal positions for White and Black), SES is superior to Nemesis by 10% higher in the hit-ratio of situation evaluations of professional players.

• Journal of the Korean Society of Food Science and Nutrition
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• v.32 no.4
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• pp.627-635
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• 2003

This study was performed to investigate the relations between dietary habit and academic achievement, subjective health judgement, and physical status. The subjects consisted of freshmen in university and answered to questionnaires through the Internet. The questionnaire consists of the dietary habit, academic achievement (College Scholastic Ability Test), subjective health judgement, and physical status during their 3$^{rd}$ grade in high school days. Data were collected from 3,612 people. Over 33% of respondents had their breakfast daily. Subjects who had breakfast below twice per week were 37.9%. The major reason of skipping breakfast was lack of time to eat breakfast (62.8%). The subjects who recognized the importance of breakfast were 80.6% (p＜0.001). More than half (52.7%) thought that dinner was most tasty. People who ate breakfast regularly had a tendency to recognize their health state were in good health (p＜0.01). There was no significant difference of BMI (body mass index) according to the frequency of breakfast per week. The subjects who had their breakfast regularly and well-balanced dietary habit reported higher marks in the College Scholastic Ability Test. In contrast, the subjects who rarely had breakfast showed poor marks of academic achievement and subjective health judgement. According to these results, a good dietary habit is considered to be important to academic achievement and confidence in health. Therefore we suggest the school breakfast program and nutrition education program should be required for teenagers. In addition, the findings from this study would provide the basic information for nutrition education in Korean teenagers..

• Journal of Environmental Impact Assessment
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• v.26 no.5
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• pp.354-364
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• 2017

Considerable amount of resources on roads, basic infrastructure, to promote economic development and distribution of goods is invested. Despite the necessity, its undesirable side effects are various environmental problems In order to efficiently evaluate these problems more than before, planning indictors for environment-friendly road constructions is proposed in this study. First, we make an investigation into real-life cases where the extracted planning indicators were applied. Second, it is suggested that an alternative assessment method efficaciously evaluate and/or adopt extracted planning indictors on road construction projects. Finally, criteria to determine environmental impacts with respect to planning indicators and apply them into real cases is proposed. This study has its significance in upgrading past pro-environmental indictors for road construction, suggesting reasonable applications of planning indicators, and setting criteria to determine environmental impacts based on planning indicators.

• Tunnel and Underground Space
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• v.9 no.4
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• pp.337-349
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• 1999

There are many difficulties to the engineers in the assessment of tunnel safety. Consequently, objective assessment of concrete lining is hard even by the experts of tunnel assessment. Of several difficulties in the assessment of tunnel safety, in this study, tunnel concrete lining was focussed iud evaluated quantitatively and objectively using the Fuzzy theory which it generally considered to be appropriate for the assessment, control and judgment. T-FLAS based on fuzzy theory was developed in this study for the quantitative and objective assessment of the concrete lining in tunnels. Based on the application of T-FLAS on the evaluated field data, it was shown that the assessment system using fuzzy theory(T-FLAS) can be the effective and objective method for the assessment of concrete lining.

• Proceedings of the Korea Water Resources Association Conference
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• 2017.05a
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• pp.243-243
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• 2017

산업화에 따른 온실가스 배출량 증가는 심각한 기후변화의 원인으로 작용하여 우리나라를 포함한 전세계는 이에 대응하고자 노력하고 있다. 지구온난화 및 엘리뇨 현상 등으로 인하여 가뭄, 홍수, 한파, 혹서 등의 재해와 기상이변이 속출하고, 최근 들어서는 우리나라의 경우 매년 가뭄이 발생하고 있어 이에 대한 대책이 시급한 실정이다. IPCC 제5차 평가보고서에 의하면 최근 10년간 전세계 온실가스 배출량은 이전보다 급격이 증가하였고, 우리나라 온실가스 총배출량도 1990년대에 비해 약 100% 이상 증가하는 것으로 보고되었다. 또한, 농촌지역에서의 주요 기후변화 영향은 농업용수의 가용성과 적정 공급, 식량 안보, 농업 소득 등에 영향을 미치게 되며 농업이나 물, 산림, 생물 다양성 등을 위한 추가적인 적응 대책을 농촌지역의 발전을 위한 의사결정 차원의 정책으로 실행할 필요가 있다고 제언하고 있다. 미국, 영국, 일본 등 주요 선진국에서는 기후변화 관련 법적, 제도적 근거를 마련하여 자국의 기후변화 적응 프로그램을 이미 시행하고 있으며, 우리나라도 기후변화에 대비하기 위하여 체계적인 현실적인 적응 전략 도출을 위한 필요기술을 개발함으로서 농업용수 뿐만 아니라 수자원 관리 기술 및 시설물의 적응 역량을 강화하는 것이 절실한 실정이다. 농업분야에 있어서는 "농업 농촌 및 식품산업 기본법"의 제47조의2, 시행령 제19조의2 제1항, 시행규칙 제5조에 의하여 "기후변화가 농업에 미치는 영향과 기후변화에 따른 취약성 조사 평가"에 관한 기준을 제정하였다. 이러한 법적 근거를 바탕으로 농촌진흥청에서는 작물, 병해충, 가축 등을 대상으로 실태조사를 실시하고 있으며, 기후변화 영향 및 취약성 평가 결과보고서를 5년마다 제출하도록 고시하였다. 농업생산기반시설물 역시 기후변화에 따른 취약성을 평가하고 이를 위한 실태조사를 실시하도록 법적 근거가 마련되었는 바, 본 연구에서는 농업용 저수지의 재해 취약성 평가지표를 개발하고, 기후변화 시나리오에 의한 미래 농업용수 수문량을 산정하여 농업용 저수지의 재해 취약성 변화를 분석하고자 한다.

• Journal of Intelligence and Information Systems
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• v.26 no.2
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• pp.43-56
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• 2020

Recommender systems help users make the best choice among various options. Especially, recommender systems play important roles in internet sites as digital information is generated innumerable every second. Many studies on recommender systems have focused on an accurate recommendation. However, there are some problems to overcome in order for the recommendation system to be commercially successful. First, there is a lack of transparency in the recommender system. That is, users cannot know why products are recommended. Second, the recommender system cannot immediately reflect changes in user preferences. That is, although the preference of the user's product changes over time, the recommender system must rebuild the model to reflect the user's preference. Therefore, in this study, we proposed a recommendation methodology using topic modeling and sequential association rule mining to solve these problems from review data. Product reviews provide useful information for recommendations because product reviews include not only rating of the product but also various contents such as user experiences and emotional state. So, reviews imply user preference for the product. So, topic modeling is useful for explaining why items are recommended to users. In addition, sequential association rule mining is useful for identifying changes in user preferences. The proposed methodology is largely divided into two phases. The first phase is to create user profile based on topic modeling. After extracting topics from user reviews on products, user profile on topics is created. The second phase is to recommend products using sequential rules that appear in buying behaviors of users as time passes. The buying behaviors are derived from a change in the topic of each user. A collaborative filtering-based recommendation system was developed as a benchmark system, and we compared the performance of the proposed methodology with that of the collaborative filtering-based recommendation system using Amazon's review dataset. As evaluation metrics, accuracy, recall, precision, and F1 were used. For topic modeling, collapsed Gibbs sampling was conducted. And we extracted 15 topics. Looking at the main topics, topic 1, top 3, topic 4, topic 7, topic 9, topic 13, topic 14 are related to "comedy shows", "high-teen drama series", "crime investigation drama", "horror theme", "British drama", "medical drama", "science fiction drama", respectively. As a result of comparative analysis, the proposed methodology outperformed the collaborative filtering-based recommendation system. From the results, we found that the time just prior to the recommendation was very important for inferring changes in user preference. Therefore, the proposed methodology not only can secure the transparency of the recommender system but also can reflect the user's preferences that change over time. However, the proposed methodology has some limitations. The proposed methodology cannot recommend product elaborately if the number of products included in the topic is large. In addition, the number of sequential patterns is small because the number of topics is too small. Therefore, future research needs to consider these limitations.

• Journal of Legislation Research
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• no.41
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• pp.229-260
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• 2011

European Union (EU) law has been a complex but at the same time fascinating subject of study due to its dynamic evolution. In particular, the Lisbon Treaty which entered into force in December 2009 represents the culmination of a decade of attempts at Treaty reform and harmonisation in diverse sectors. Amongst the EU private law fields, company law harmonisation has been one of the hotly debated issues with regards to the freedom of establishment in the internal market. Due to the significant differences between national provisions on company law, it seemed somewhat difficult to harmonise company law. However, Council Regulation 2157/2001 was legislated in 2001 and now provides the basis for the Statute for a European Company (or Societas Europaea: SE). The Statute is also supplemented by the Council Directive 2001/86 on the involvement of employees. The SE Statute is a legal measure in order to contribute to the internal market, and provides a choice for companies that wish to merge, create a joint subsidiary or convert a subsidiary into an SE. Through this option, the SE became a corporate form which is only available to existing companies incorporated in different Member States in the EU. The important question on the meaning of the SE Statute is whether the distinctive characteristics of the SE make it an attractive option to ensure significant numbers of SE registration. In fact, the outcome that has been made through the SE Statute is an example of regulatory competition. The traditional regulatory competition in the freedom of establishment has been the one between national statutes between Member States. However, this time is not a competition between Member States, which means that the Union has joined the area in competition between legal orders and is now in competition with the systems of company law of the Member States.Key Words : European Union, EU Company Law, Societas Europaea, SE Statute, One-tier System, Two-tier System, Race to the Bottom A quite number of scholars expect that the number of SE will increase significantly. Of course, there is no evidence of regulatory competition that Korea faces currently. However, because of the increasing volume of international trade and expansion of regional economic bloc, it is necessary to consider the example of development of EU company law. Addition to the existing SE Statute, the EU Commission has also proposed a new corporate form, Societas Private Europaea (private limited liable company). All of this development in European company law will help firms make their best choice for company establishment. The Delaware-style development in the EU will foster the race to the bottom, thereby improving the contents of company law. To conclude, the study on the development of European company law becomes important to understand the evolution of company law and harmonisation efforts in the EU.