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A Study on Text Mining Analysis of Presidential Maritime Concept in KOREA (텍스트마이닝을 이용한 한국 대통령의 해양관에 관한 연구)

  • Kim, Sung-Kuk;Lee, Tae-Hwee
    • Journal of Korea Port Economic Association
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    • v.36 no.3
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    • pp.39-54
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    • 2020
  • In the presidential political system, the word of the president has great influence on the formation of national policy and the decision-making process. Policy priorities are determined according to the president's ideology and core values, and various policies are established and executed according to the priorities. Therefore, this paper analyzes the contents of the president's speech. Since the president's speech is a semantic datum, in order to analyze unstructured text, big data analysis is conducted through the methods of machine learning and deep learning. In this study, the president's speech at the "National Sea Day" commemoration was obtained 1996 onwards and analyzed using topic modeling. As a result of the analysis, all the presidents' speeches were delivered with a view of the ocean that was consistent with the direction of their administration. It was confirmed that the ocean-industry-resource topics, which are the intrinsic values of the ocean, were not damaged and consistently emphasized by all presidents.

Intensional Answers in Object-Oriented Database Systems (객체지향 데이터베이스 시스템에서 내포적 답의 처리 기법)

  • Kim, Yang-Hee
    • The KIPS Transactions:PartD
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    • v.9D no.2
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    • pp.227-234
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    • 2002
  • When processing a query in a conventional database systems, a set of facts or tuples are usually returned as an answer. This also applies to object -oriented database where a set of objects is returned. Deductive database systems, however, provide the opportunity to obtain the answer of a query as a set of formulas, thereby reduce the costs to process the query, and represent its "intensional answers" in a more compact way independently of the database state. In this paper, by introducing rules info the object-oriented database systems and integrating the intensional query processing of deductive database systems into talc object-oriented database systems, we make it possible not only to answer incomplete queries which are not able to be answered in conventional object-oriented database systems, but also to express the answer-set abstractly as the names of classes, which provides us better understanding of the answer.

The review of Aesthetic Eye for Chusa, Kim jeong hee's calligraphy arts- Especially, Focused on the spirituality of literati paintings (추사(秋史) 서예술(書藝術)의 심미안(審美眼) 연구(硏究)- 특(特)히 문인화(文人畵) 정신성(精神性)을 중심(中心)으로)

  • Kwon, Yun Hee
    • The Journal of the Convergence on Culture Technology
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    • v.6 no.3
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    • pp.283-291
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    • 2020
  • Chusa is a pearl in our cultural history. His unfavorable times and circumstances made him more and more devoted, and through this, his art was able to bloom brilliantly. He was born and raised in a prestigious family, and was able to establish his academic world broadly through the encounter with Ongbanggang and Wanwon, the great masters of the Qing Dynasty culture at the time of the 20s. Particularly, his artistic activities in the area where he lived in exile allowed him to establish Chusache. He also showed the essence of his literary spirit as a picture of Sehando. Through numerous letters, he can also examine his culture, art, and thought. Furthermore, based on the archaeology of the Qing Dynasty, you can also examine the thoughts and philosophies of the real world. This article intends to examine and review the Aesthetic Sense of Chusa's literary art in terms of mentality through Sehando·Bujakrando. This is because it is judged to be an aesthetic sense that is the essence of Chusa art.

Measurement of Leaf Area of Mulberry Trees (상수 엽면적의 간이측정법)

  • Chang, Kwon-Yawl;Han, Kyung-Soo;Ahn, Jung-Jun
    • Journal of Sericultural and Entomological Science
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    • v.8
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    • pp.27-34
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    • 1968
  • 상수의 엽면적은 상엽의 수획량 즉 수량과 높은 상관관계가 있고 그의 간이측정법은 매우 의의 깊은 일이므로 상전에서 생체대로 엽면적을 측정할 수 있도록 간이측정법을 고안하였다. 우리나리 상수의 주요품종인 개량서반, 일지뢰, 노상 그리고 수원 제4호의 4개품종을 재료로 절위별로, 지조별로 엽면적과 엽장, 최대엽폭과의 관계를 조사 실험하였으며 공시 엽수는 개량서반 741문, 일지뢰 853문, 노상 507문, 수원제4호 441문, 도합 2,542문이었다. 5개열엽으로 엽형이 비슷한 개량서반과 일지뢰의 2개품종의 엽면적은 (엽장$\times$최대엽폭)$\times$0,643, 단엽인 노상과 수원제4호의 2개품종의 엽면적은 (엽장$\times$최대엽폭)$\times$0,735에 의해서 구할 수 있음을 알았다. 즉 개량서반과 일지뢰는 엽장에 최대엽폭을 곱한 적에 계수 0.634를 곱함으로써 전처리엽에서 planimeter에 의한 엽면적과 높은 상관관계를 보였고 이때의 상관계수의 평균을 개량서반에 있어서는 r=0.931, 일지뢰에 있어서는 r=0.960이었다. 노상과 수원상4호는 엽장에 최대엽폭을 곱한 적에 계수 0.735를 곱함으로써 전처리엽에서 planimeter에 의한 엽면적과 또한 높은 상관관계를 보였고 이때의 상관계수의 평균을 개량서반에 있어서는 r=0.931, 일지뢰에 있어서는 r=0.960이었다. 노상과 수원상 4호는 엽장에 최대엽폭을 곱한 적에 계수 0.735를 곱함으로써 전처리엽에서 planimeter에 의한 엽면적과 또한 높은 상관관계를 보였고 이 때의 상관계수 r의 평균을 노상에 있어서는 r=0.999, 수원상 4호에 있어서는 r=0.996이었다. 이 방법에 의하면 시간과 노력을 크게 절감시킬 수 있을 뿐만 아니라 생체대로 쉽게 엽면적을 구할 수 있는 이점이 있다.

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A Study on Informediated code for Analyzing Bytecodes (바이트코드 분석을 위한 중간코드에 관한 연구)

  • Kim, Kyung-Soo;Yoo, Weon-Hee
    • Journal of the Korea Society of Computer and Information
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    • v.11 no.1 s.39
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    • pp.107-117
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    • 2006
  • Java language creates class files through Java compiler. Class files include informations involved with achievement of program. We can do analysis and optimization for efficient codes by analyzing class files. This paper analyzes bytecodes using informations of Java class files. We translate stack-based Java bytecodes into 3-address codes. Then we translate into static single assignment form using the 3-address codes. Static single assignment form provides a compact representation of a variable's definition-use information. Static single assignment form is often used as an intermediate representation during code optimization. Static sing1e assignment form renames each occurrence of a variable such that each variable is defined only once.

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Warping and Buckling Prediction Model of Wooden Hollow Core Flush Door due to Moisture Content Change (I) : Comparison of Prediction Model with Experimental Results (목제(木製) 프러쉬 문의 함수율 변동에 따른 틀어짐과 좌굴 예측모델 (I) : 예측모델과 실측치 비교)

  • Kang, Wook;Jung, Hee-Suk
    • Journal of the Korean Wood Science and Technology
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    • v.27 no.3
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    • pp.99-116
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    • 1999
  • Wooden hollow core flush door is one of the main products of furniture manufacturing and woodworking industries. Warping and buckling of the door is serious problems in service. It has been reported that warping is caused by differences of physical and mechanical properties of face and back of skin panel for the door. This study focused on the prediction of warping and buckling phenomena of the flush door using numerical models. Predictions from the models were also compared with the experimental results obtained from the doors with plywood and hardboard skin panels under various environmental conditions. Three elastic constitutive models, so called elastic beam model, plate model and plate-buckling model, were employed to predict warping and buckling of the doors. It was observed that warping was more pronounced in low humidity condition than in high humidity condition. The plate model considering Poisson's effect was reliable to predict warping more closely than elastic beam model in low humidity condition. The plate-buckling model, however, was the best in the fitting of predictions with the experimental results under high humidity condition because buckling was developed in face and back of skin panel at that condition.

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Accuracy Improvement of an Automated Scoring System through Removing Duplicately Reported Errors (영작문 자동 채점 시스템에서의 중복 보고 오류 제거를 통한 성능 향상)

  • Lee, Hyun-Ah;Kim, Jee-Eun;Lee, Kong-Joo
    • The KIPS Transactions:PartB
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    • v.16B no.2
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    • pp.173-180
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    • 2009
  • The purpose of developing an automated scoring system for English composition is to score English writing tests and to give diagnostic feedback to the test-takers without human's efforts. The system developed through our research detects grammatical errors of a single sentence on morphological, syntactic and semantic stages, respectively, and those errors are calculated into the final score. The error detecting stages are independent from one another, which causes duplicating the identical errors with different labels at different stages. These duplicated errors become a hindering factor to calculating an accurate score. This paper presents a solution to detecting the duplicated errors and improving an accuracy in calculating the final score by eliminating one of the errors.

SPARQL Query Processing in Distributed In-Memory System (분산 메모리 시스템에서의 SPARQL 질의 처리)

  • Jagvaral, Batselem;Lee, Wangon;Kim, Kang-Pil;Park, Young-Tack
    • Journal of KIISE
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    • v.42 no.9
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    • pp.1109-1116
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    • 2015
  • In this paper, we propose a query processing approach that uses the Spark functional programming and distributed memory system to solve the computational overhead of SPARQL. In the semantic web, RDF ontology data is produced at large scale, and the main challenge for the semantic web is to query and manipulate such a large ontology with a high throughput. The most existing studies on SPARQL have focused on deploying the Hadoop MapReduce framework, and although approaches based on Hadoop MapReduce have shown promising results, they achieve a low level of throughput due to the underlying distributed file processes. Therefore, in order to speed up the query processes, we suggest query- processing methods that are based on memory caching in distributed memory system. Our approach is also integrated with a clause unification method for propagating between the clauses that exploits Spark join, map and filter methods along with caching. In our experiments, we have achieved a high level of performance relative to other approaches. In particular, our performance was nearly similar to that of Sempala, which has been considered to be the fastest query processing system.

Prediction of Water Quality Change in Saemangeum Reservoir by Gate Operation at Upstream (제수문 방류조건에 따른 새만금호의 수질변화 예측)

  • Kim, Se Min;Park, Young Ki
    • Proceedings of the Korea Water Resources Association Conference
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    • 2015.05a
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    • pp.546-546
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    • 2015
  • 현재 새만금 호 내로 유입되는 만경, 동진강 유역은 대규모 관개시스템을 통해 하천수의 대부분을 농업용수로 취수하고 있어 하천의 건천화가 심화되고 이에 따라 수질관리와 수생태계 보전에 어려움이 있다. 또한 새만금호는 방조제 완공 이후 배수갑문을 통한 해수유통이 줄어들어 호 내중 하류부에만 영향을 미치고 상류부인 만경, 동진강의 유입부는 유입되는 유량과 오염부하량의 지배적인 영향을 받는다. 이러한 새만금유역과 호에 대해 적정수질유지 및 합리적인 수질관리 대책 수립이 중요하며, 이를 위하여 상류하천 및 새만금호의 주요 지점에 대한 지속적인 모니터링 및 유역과 수역의 기작 등을 합리적으로 구현할 수 있는 수질예측 모델을 구축, 운영 할 필요가 있다. 따라서 본 연구에서는 새만금유역에 대해 SWAT모형을 적용시켜 자료를 구축하였고, 그 결과를 토대로 3차원 수리?수질모델인 EFDC를 이용하여 2020년 호 내 수질을 모의하였다. 또한 제수문 방류조건(1cms방류, 65%방류, 전량방류)에 따른 수질 변화를 모의하여 호 내 수질변화와 영향범위를 추정하였다. 제수문에서의 1cms방류조건과 전량방류조건을 모의하여 연평균 농도를 비교 한 결과 M3지점에 서 COD 1.304mg/L 감소, T-N 1.207mg/L 감소, T-P 0.08mg/L 감소, Chl-a $5.095mg/m^3$ 감소, D3지점에서 COD 0.492mg/L 감소, T-N 0.205mg/L 감소, T-P 0.009mg/L 감소, Chl-a $2.117mg/m^3$ 감소하는 것으로 예측되어 수질이 개선되는 것으로 나타났다. 이는 만경강과 동진강 제수문의 증가된 방류량으로 인해 유황이 개선되고 호 내 오염부하농도가 감소하는 것으로 판단된다. 방류조건별 영향범위를 살펴본 결과, 65%방류조건에서는 호 내 상류구간에 영향을 미치는 것으로 나타났고, 전량방류조건에서는 호 내 중?상류구간이 지배적인 영향범위로 평가되었다. 따라서 유역 내 제수문 관리를 통한 방류량 조정은 새만금호의 효과적인 수질관리에 기여 할 것으로 예상되며, 향후 제수문의 체계화된 운영방안 수립대책이 필요하다.

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A Study on the Perceptions of Cyber English Learners on the Usefulness of Online Grammar Checker (온라인 문법 검사기의 유용성에 대한 사이버 영어학습자들의 인식에 관한 연구)

  • Moon, Dosik
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.21 no.6
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    • pp.9-15
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    • 2021
  • The current study examined the cyber learners' perceptions of the educational usefulness of Grammarly, an online grammar checker, after it was used to provide feedback to cyber university students in a situation where the instructor could not provide sufficient feedback on their written work in English. The survey results, revealed that the majority of learners had positive attitudes to the usefulness of Grammarly. In particular, the feedback immediately available whenever needed was regarded as helpful in improving English sentences, and most learners were highly satisfied with the amount of the feedback provided by Grammarly. It was also found that Grammarly had positive effects in terms of the affective domains, helping learners to improve their interest and confidence in English writing. In particular, Grammarly was found to be effective in reducing writing anxiety in English, one of the main factors negatively affecting writing performance in English. However, along with these positive results, limitations such as inaccurate feedback and inadequate explanation of errors were also found. Therefore, when Grammarly is used for English education, it is necessary to conduct multifaceted research to develop effective teaching methods that can minimize the problems that may arise from these limitations.