• 제목/요약/키워드: Minimal construction

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An effective automated ontology construction based on the agriculture domain

  • Deepa, Rajendran;Vigneshwari, Srinivasan
    • ETRI Journal
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    • 제44권4호
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    • pp.573-587
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    • 2022
  • The agricultural sector is completely different from other sectors since it completely relies on various natural and climatic factors. Climate changes have many effects, including lack of annual rainfall and pests, heat waves, changes in sea level, and global ozone/atmospheric CO2 fluctuation, on land and agriculture in similar ways. Climate change also affects the environment. Based on these factors, farmers chose their crops to increase productivity in their fields. Many existing agricultural ontologies are either domain-specific or have been created with minimal vocabulary and no proper evaluation framework has been implemented. A new agricultural ontology focused on subdomains is designed to assist farmers using Jaccard relative extractor (JRE) and Naïve Bayes algorithm. The JRE is used to find the similarity between two sentences and words in the agricultural documents and the relationship between two terms is identified via the Naïve Bayes algorithm. In the proposed method, the preprocessing of data is carried out through natural language processing techniques and the tags whose dimensions are reduced are subjected to rule-based formal concept analysis and mapping. The subdomain ontologies of weather, pest, and soil are built separately, and the overall agricultural ontology are built around them. The gold standard for the lexical layer is used to evaluate the proposed technique, and its performance is analyzed by comparing it with different state-of-the-art systems. Precision, recall, F-measure, Matthews correlation coefficient, receiver operating characteristic curve area, and precision-recall curve area are the performance metrics used to analyze the performance. The proposed methodology gives a precision score of 94.40% when compared with the decision tree(83.94%) and K-nearest neighbor algorithm(86.89%) for agricultural ontology construction.

정.동적 하중에 의한 비압밀비배수 보강화강풍화토의 전단강도 특성 (Shear Strength Characteristics of Unconsolidated-Undrained Reinforced Decomposed Granite Soil under Monotonic and Cyclic Loading)

  • 조용성;구호본;박인준;김유성
    • 한국지반공학회논문집
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    • 제22권7호
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    • pp.13-21
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    • 2006
  • 최근 보강토는 토지활용의 극대화 방법의 일환으로 토목구조물에 다양하게 이용되고 있다. 일반적으로 보강토를 축조하는 과정에서 높이 약 $20{\sim}50cm$ 내외로 다짐을 실시하고 있으며, 이러한 다짐과정에서 기계진통이 보강토에 영향을 미치고 있는 상태이다. 본 연구에서는 토목섬유(부직포)로 보강된 화강풍화토에 대한 정적하중 및 동적하중에 의한 비압밀비배수 삼축압축시험을 실시하여 무보강 및 보강화강풍화토의 응력-변형특성 등에 대한 분석을 실시하였다. 즉 비압밀비배수 조건하에서 토목섬유로 보강된 화강풍화토의 전단장도는 주로 점착력성분 증가는 뚜렷하게 나타났으며, 내부마찰각 성분의 증가는 무보강에 비해 다소 작게 나타났다.

그래핀과 유공유리분말을 사용한 초고강도 콘크리트의 역학적 성능에 관한 실험적 연구 (An Experimental Evaluation of Mechanical Behavior in Ultra-High Strength Concrete Utilizing Graphene and Hollow Glass Powder)

  • 서태석;변찬;김강민;이현승
    • 한국건축시공학회지
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    • 제23권4호
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    • pp.381-392
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    • 2023
  • 본 연구에서는 산화 그래핀 나노플레이트릿(Oxidized graphene nanoplatelet, GO)와 유공유리분말(Hollow glass powder, HGP)를 활용한 초고강도 콘크리트의 역학특성을 검토하였으며 이를 위해 작업성, 강도(압축, 인장), 수밀성, 내부조직을 검토하였다. 그 결과 HGP 소량 투입으로 작업성능을 획기적으로 회복시킬 수 있었고 강도특성 및 수밀성도 증가하는 것으로 나타났다. cGO(C사의 GO) 와 HGP는 응집현상 없이 분산이 잘 되어 있는 것으로 확인되었고 공극량은 20% 이상 감소하는 것으로 나타났다. cGO와 HGP가 실리카 흄(Silica fume, SF)을 대체할 수 있는지에 대해서도 검토하였다. cGO와 HGP의 사용으로 SF 없이도 쉽게 작업성을 확보할 수 있었고 역학특성도 향상되는 것으로 나타났으며 신재료의 사용으로 콘크리트 제조방법의 변화가 가능함을 확인할 수 있었다.

수집 데이터 기반 경량 이상 데이터 감지 알림 시스템 개발 (Evaluation of Edge-Based Data Collection System through Time Series Data Optimization Techniques and Universal Benchmark Development)

  • 조우진;구재회
    • 문화기술의 융합
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    • 제10권1호
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    • pp.453-458
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    • 2024
  • 전 세계적으로 기후 위기와 에너지 비용 증가 등의 문제로 인해 에너지 절감과 관리에 대한 관심이 증대되고 있다. 대한민국의 경우 전체 에너지 사용량의 약 53.5%가 산업 단지에서 사용하여 이와 관련한 에너지 절감 포인트를 찾고자 유사한 에너지 유틸리티를 사용하는 기업 간의 "공유 네트워크 유틸리티 플랜트"를 통해 문제점을 개선하고자 하였다. 이러한 에너지 절감을 위해서 활용하는 다양한 기법들과 공장의 안정적인 운영을 위해서는 데이터의 안정적 수급이 그 무엇보다 중요하다. 그를 위해 데이터를 안정적으로 수급할 수 있는지에 대해 알아볼 수 있는 이상 데이터 감지 시스템과 알림 시스템의 대다수는 에너지 관리 시스템에 종속되어 한계가 있었고 에너지 관리 시스템의 구축은 대단위 시스템의 구축으로 공간, 에너지적 한계가 있는 소형 공장에서 구축이 어려웠다. 본 논문에서는 문제점들을 극복하고자 적은 공간과 전력을 소비하는 임베디드 디바이스에 데이터 수집 시스템과 이상 데이터 감지 알림 시스템를 구축하고, 데이터 수집을 하는 보편적인 기관에서 이상 데이터 감지 알림 시스템의 활용 가능성과 구축 과정에 대한 연구를 수행하였다.

공동이용을 위한 음성DB의 설계 및 구축에 관한 연구 (A Study on the Design and the Construction of a Korean Speech DB for Common Use)

  • 김봉완;김종진;김선태;이용주
    • 한국음향학회지
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    • 제16권4호
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    • pp.35-41
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    • 1997
  • 공동이용 가능한 각종 대량의 음성 데이터를 수록, 보관, 공개하는 것은 연구 개발 과정에서의 이용 및 음성 정보 처리 시스템의 성능평가 양면에서 필요하다. 이러한 공동 음성 데이타 베이스의 구축을 위해서는 발생 가능한 모든 음운환경을 포함하며, 특정 테스크에 집중되지 않는 발성 대상 단어나 문장의 설계가 필요하다. 본 논문에서는 이와같은 목적으로 신문, 소설, 기타 구어자료로부터 수집된 120만여 어절의 텍스트 코퍼스에서 PBW(Phonetically Balanced Word)를 추출하고 이를 발성목록으로 음성DB를 구축한 결과와 구축된 음성DB의 특성을 제시한다.

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Spatial Scheduling in Shipbuilding Industry

  • Duck Young Yoon;Varghese Ranjan;Koo Chung Kon
    • 한국해양공학회:학술대회논문집
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    • 한국해양공학회 2004년도 학술대회지
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    • pp.106-110
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    • 2004
  • In any large heavy industry like that of ship building, there exist a lot of complications for the arrangement of building blocks optimally for the minimal space consumption. The major problem arises at yard because of laxity in space for arranging the building blocks of ship under construction. A standardized erection sequence diagram is generally available to provide the prioritised erection sequence. This erection sequence diagram serves as the frame work. In order to make a timely erection of the blocks a post plan has to be developed so that the blocks lie in the nearest possible vicinity of the material handling devices while keeping the priority of erection. Therefore, the blocks are arranged in the pre-erection area. This kind of readiness of blocks leads to a very complex problem of space. This arises due to the least available space leading to an urgent need of an availability of intelligent spatial schedule without compromising the rate of production. There exists two critical problems ahead namely, the spatial occupation layout of pre-erection area and the emptying pattern in the spatial vicinity. The block shape is assumed be rectangular. The related input data's are the dates of erection (earliest as well as the latest), geometrical parameters of block available on pre-erection area, slack time and the like.

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남성 재킷 원형 제도법 연구 (A Study on the Flat Pattern Drafting of a Men's Jacket)

  • 이은진;김인숙
    • 한국의류학회지
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    • 제27권8호
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    • pp.946-957
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    • 2003
  • This study aimed to suggest a simple and well-fitting flat pattern drafting method for a men's jacket. Four jackets in thick muslin were made from four different drafting methods utilizing a few measures as breast girth, center back length, and chest width, which were not much different from the drafting methods of woman's jacket. The appearance of the 4 jackets was evaluated by a pool of evaluators consisted of graduate students who had much clothing construction teaching experiences and their motion adaptability was evaluated by two wearers who belonged within the range of the average measures of the Korean male figure as reported from the 1997's Census for Standard Body Measure. A drafting method evaluated as the most well-fitting and well-functioning in general was chosen and modified to enhance the appearance and was reevaluated to confirm its fit improvement. As a result of this study, a new drafting method, simple and not much different from that of a woman's jacket pattern drafting method is proposed. Since this method is based on the minimal measures and ratios thereof, and is not as complicated as ordinary drafting methods for men's wear, the researcher expects that this drafting method allows more chances for the students to learn and understand men's wear more easily and comfortably.

Construction of multiple mutant strains by mating procedures for the cloning of pmn and pmb genes encoding amino acid permeases in neurospora crassa

  • Han, Hyo-Young;Min, Kyung-Hee
    • Journal of Microbiology
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    • 제33권2호
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    • pp.142-145
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    • 1995
  • The pumb gene encoding a basic amino acid transport protein in Neurospora crassa could be cloned by using a mutant strain defective in pmb gene as a host strain, using a negative selection on the media containing amino acid analogue canavanine. To select positive transformants of the genes for cloning, an auxotrophic marker (his-2) was added to a pmb mutant strain by mating ; a triple mutant (pmn : pmb : his-2) was constructued by crossing a strain defective in basic amino acid transport system (# 1683-bat um 535 "A") to a double mutant strain defective in neutral amino acid transport and histidine production (mitrol : his-2 "a"). Crossing was performed on synthetic crossing (SC) media containing histidine. The pmn : pmb and pmn :pmb : his-2 strains were selected among the progeny colonies from crosses on plates containing 5- .mu.g/ml para-fluoro-phenylalanine (PFPA), 200 .mu.g/ml canavanine, and 500 .mu.g/ml histidine. The selected colonies were cultured on minimal media with or without histidine for discarding pmn : pmb strain, because the pmn : pmb : his -2 strain grows only on histidine containing media. The pmn :pmb : his-2 strain selected can be used as a host strain for the cloning of the pmb and the pmn genes from a Neurospora genomic library by means of positive selections.

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α-COMPLETELY POSITIVE MAPS ON LOCALLY C*-ALGEBRAS, KREIN MODULES AND RADON-NIKODÝM THEOREM

  • Heo, Jaeseong;Ji, Un Cig;Kim, Young Yi
    • 대한수학회지
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    • 제50권1호
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    • pp.61-80
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    • 2013
  • In this paper, we study ${\alpha}$-completely positive maps between locally $C^*$-algebras. As a generalization of a completely positive map, an ${\alpha}$-completely positive map produces a Krein space with indefinite metric, which is useful for the study of massless or gauge fields. We construct a KSGNS type representation associated to an ${\alpha}$-completely positive map of a locally $C^*$-algebra on a Krein locally $C^*$-module. Using this construction, we establish the Radon-Nikod$\acute{y}$m type theorem for ${\alpha}$-completely positive maps on locally $C^*$-algebras. As an application, we study an extremal problem in the partially ordered cone of ${\alpha}$-completely positive maps on a locally $C^*$-algebra.

CONSTRUCTION OF A SYMMETRIC SUBDIVISION SCHEME REPRODUCING POLYNOMIALS

  • Ko, Kwan Pyo
    • 대한수학회논문집
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    • 제31권2호
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    • pp.395-414
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    • 2016
  • In this work, we study on subdivision schemes reproducing polynomials and build a symmetric subdivision scheme reproducing polynomials of a certain predetermined degree, which is a slight variant of the family of Deslauries-Dubic interpolatory ones. Related to polynomial reproduction, a necessary and sufficient condition for a subdivision scheme to reproduce polynomials of degree L was recently established under the assumption of non-singularity of subdivision schemes. In case of stepwise polynomial reproduction, we give a characterization for a subdivision scheme to reproduce stepwise all polynomials of degree ${\leq}L$ without the assumption of non-singularity. This characterization shows that we can investigate the polynomial reproduction property only by checking the odd and even masks of the subdivision scheme. The minimal-support condition being relaxed, we present explicitly a general formula for the mask of (2n + 4)-point symmetric subdivision scheme with two parameters that reproduces all polynomials of degree ${\leq}2n+1$. The uniqueness of such a symmetric subdivision scheme is proved, provided the two parameters are given arbitrarily. By varying the values of the parameters, this scheme is shown to become various other well known subdivision schemes, ranging from interpolatory to approximating.