• Title/Summary/Keyword: multi-dimensional evaluation

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Multiple Continuous Skyline Query Processing Over Data Streams (다중 연속 스카이라인 질의의 효율적인 처리 기법)

  • Lee, Yu-Won;Lee, Ki-Yong;Kim, Myoung-Ho
    • The Journal of Society for e-Business Studies
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    • v.15 no.4
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    • pp.165-179
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    • 2010
  • Recently, the processing of data streams such as stock quotes, buy-sell orders, and billing records becomes more important in e-Business environments. Especially, the use of skyline queries over data streams is rapidly increasing to support multiple criteria decision making. Given a set of multi-dimensional tuples, a skyline query retrieves a set of tuples which are not dominated by other tuples. Although there has been much work on processing skyline queries over static datasets, there has been relatively less work on processing multiple skyline queries over data streams. In this paper, we propose an efficient method for processing multiple continuous skyline queries over data streams. The proposed method efficiently identifies which tuple is a skyline tuple of which query, resulting in a lower cost of processing multiple skyline queries. Through performance evaluation, we show the performance advantage of the proposed method.

Criticism as a Protective Device of Art (비평의 본질로서의 예술성과 비평의 제문제)

  • 김춘희
    • Lingua Humanitatis
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    • v.1 no.2
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    • pp.141-158
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    • 2001
  • Criticism of today finds itself in an awkward situation, for it is now being transformed in the same way that literature and the arts were transformed by the avant-garde movements at the end of the 19th century and the beginning of the 20th century. It is characterized predominantly by a break with harmony and with the values of realism. As such, it is driven by a post-modem ethos, an artistic, social, and cultural phenomenon that veers toward open, fragmentary, and indeterminate forms. In this paper, I examine today's most urgent social and cultural issues with reference to artistic production and criticism, in order to illuminate the true nature of criticism. The outstanding questions in the world of art criticism are given in five categories: the lack of critical reality in argumentative criticism; the problem of artistic and literary production in global capitalism; the artistic mind and its consciousness of socio-historical ideology; anxiety of the rise of cyberjournalistic criticism; and the question of subordination to western systems in the field of interpretation and criticism. For my analysis, I have tried to formulate a three-dimensional critique structure that will help us organize the relationships between the points of argument: 1) criticism as a creative force behind the artist; 2) criticism as critique of artistic production; and 3) criticism as critique of other critics. This multi-layered structure will be appropriate to our task of interpretation and evaluation, as the proposed complex structure of criticism will be able to embrace the diverse aspects of our problematic argument. In the final analysis, my argument resolves itself into a question of art, more specifically into a question of criticism as a protective device of art in an age threatened by globalization and cultural monopolization.

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Design and Fabrication of a 1.75D Ultrasonic Transducer (1.75D 초음파 트랜스듀서의 설계 및 제작)

  • Lee, Wonseok;Roh, Yongrae
    • The Journal of the Acoustical Society of Korea
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    • v.32 no.3
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    • pp.199-207
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    • 2013
  • In this paper, a $64{\times}8$ channel 1.75D ultrasonic transducer made of piezoelectric single crystals was designed, fabricated, and evaluated. First, a structure of the transducer was selected to be suitable for wiring on a planar array, and components were fabricated to correspond to the structure. Detailed structure of the transducer was designed through finite element analyses. As main performance factors, the crosstalk between neighboring elements was reduced through the control of kerf width and material, and desired frequency bandwidth of the transducer was achieved by designing the optimal thicknesses of the piezoelectric single crystal and matching layers. An experimental prototype of the transducer was fabricated following the design, and its performance was measured. Then the experimental results were compared with those of the finite element analysis, which led to the evaluation of the transducer developed in this work.

Crisis Management Analysis of Foot-and-Mouth Disease Using Multi-dimensional Data Cube (다차원 데이터 큐브 모델을 이용한 구제역의 위기 대응 방안 분석)

  • Noh, Byeongjoon;Lee, Jonguk;Park, Daihee;Chung, Yongwha
    • The Journal of the Korea Contents Association
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    • v.17 no.5
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    • pp.565-573
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    • 2017
  • The ex-post evaluation of governmental crisis management is an important issues since it is necessary to prepare for the future disasters and becomes the cornerstone of our success as well. In this paper, we propose a data cube model with data mining techniques for the analysis of governmental crisis management strategies and ripple effects of foot-and-mouth(FMD) disease using the online news articles. Based on the construction of the data cube model, a multidimensional FMD analysis is performed using on line analytical processing operations (OLAP) to assess the temporal perspectives of the spread of the disease with varying levels of abstraction. Furthermore, the proposed analysis model provides useful information that generates the causal relationship between crisis response actions and its social ripple effects of FMD outbreaks by applying association rule mining. We confirmed the feasibility and applicability of the proposed FMD analysis model by implementing and applying an analysis system to FMD outbreaks from July 2010 to December 2011 in South Korea.

An Evaluation on Water Quality Variations according to Weir Operation using Multi-dimensional Public Domain Models (다차원 수리·수질모형을 통한 하천의 이상상황 대응 모의)

  • Kim, Sung Hoon;Lee, Sang-Wook;Kim, Yeon-su;Noh, Joonwoo
    • Proceedings of the Korea Water Resources Association Conference
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    • 2017.05a
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    • pp.102-102
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    • 2017
  • 갈수시 하천의 수질문제는 다양한 요인에 의해 발생하고 제어된다. 수질 그 자체는 상류나 지류의 점오염원과 비점오염원의 증가 또는 예상치 못한 추가적인 오염원의 유출에 직접 영향을 받으며, 조류 등의 발생도 영향인자인 수온 및 일사량 또는 바람에 의존적이다. 최근 수년간은 특히 빈번한 가뭄조건의 발생으로 인하여 갈수기의 강우 및 유출량이 저조하여 상대적으로 하천의 조류발생이 다수 발견되고 보고된 바 있다. 이와 같은 수질의 이상상태를 일시적으로라도 제어하기 위한 방편으로 유량의 증가, 인위적인 하천 수위의 변동 및 유속 변동 등이 고려될 수 있으며, 이를 위해서는 상류의 댐과 하천의 다기능보 등의 조절을 탄력적으로 수행하여야 한다. 이와 같은 시설물 운영효과는 수질문제의 원인을 근본적으로 해결하는 것은 아니지만, 이의 일시적인 효과를 극대화하기 위해서는 기존의 수리 수질 모델링이 이상 수질 발생시의 방제 및 사후분석 등을 중심으로 이루어진 부분을 넘어서, 사전 설정된 조건에 의한 예측모의와 가이드라인의 연계방식이 효과적일 것이다. 본 연구는 수질 이상이 빈번히 발생되었던 낙동강의 칠곡 하류 하천을 중심으로 2차원 CE-QUAL-W2 모형과 EFDC모형을 병행 모의하여 다기능보 인근의 표층과 저층의 수온(밀도) 성층화 및 이의 해소와 관련된 수리모의 및 수질인자에 대한 영향을 분석하였다. 수리모형 구축의 적정성은 현장의 실측 수온과 모의결과 비교를 통해 확인하였으며, 구축된 수리 수질 모델을 이용하여 추가방류량 3~23백만$m^3$ 규모에서 발생하는 수리적인 수층혼합 현상과 일시적으로 저감가능한 수질개선 효과가 의미있는 수준으로 나타날 수 있음을 예측하였다. 또한, 다기능보의 수문방류 모의시에 개방조건을 0.3~3.5m로 달리하여 방류기간 중 총방류량이 유사하더라도 최대방류량 또는 유속이 충분치 않은 경우에는 혼합효과가 급격히 감소함을 알 수 있었다. 연구에서 밝혀진 조건들을 향후 보다 효과적으로 수치모의하기 위한 방안으로서 EFDC모형의 내부경계조건을 다기능보의 문비조건(RSG, Lift 등)에 맞게 조정하는 방법을 제안하고 그 적용성을 검토한 뒤 모형을 부분 수정하여 제시하였다.

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Development and Evaluation of Hyaluronic Acid-Based Hybrid Bio-Ink for Tissue Regeneration

  • Lee, Jaeyeon;Lee, Se-Hwan;Kim, Byung Soo;Cho, Young-Sam;Park, Yongdoo
    • Tissue Engineering and Regenerative Medicine
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    • v.15 no.6
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    • pp.761-769
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    • 2018
  • BACKGROUND: Bioprinting has recently appeared as a powerful tool for building complex tissue and organ structures. However, the application of bioprinting to regenerative medicine has limitations, due to the restricted choices of bio-ink for cytocompatible cell encapsulation and the integrity of the fabricated structures. METHODS: In this study, we developed hybrid bio-inks based on acrylated hyaluronic acid (HA) for immobilizing bio-active peptides and tyramine-conjugated hyaluronic acids for fast gelation. RESULTS: Conventional acrylated HA-based hydrogels have a gelation time of more than 30 min, whereas hybrid bio-ink has been rapidly gelated within 200 s. Fibroblast cells cultured in this hybrid bio-ink up to 7 days showed >90% viability. As a guidance cue for stem cell differentiation, we immobilized four different bio-active peptides: BMP-7-derived peptides (BMP-7D) and osteopontin for osteogenesis, and substance-P (SP) and Ac-SDKP (SDKP) for angiogenesis. Mesenchymal stem cells cultured in these hybrid bio-inks showed the highest angiogenic and osteogenic activity cultured in bio-ink immobilized with a SP or BMP-7D peptide. This bio-ink was loaded in a three-dimensional (3D) bioprinting device showing reproducible printing features. CONCLUSION: We have developed bio-inks that combine biochemical and mechanical cues. Biochemical cues were able to regulate differentiation of cells, and mechanical cues enabled printing structuring. This multi-functional bio-ink can be used for complex tissue engineering and regenerative medicine.

Influencer Attribute Analysis based Recommendation System (인플루언서 속성 분석 기반 추천 시스템)

  • Park, JeongReun;Park, Jiwon;Kim, Minwoo;Oh, Hayoung
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.23 no.11
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    • pp.1321-1329
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    • 2019
  • With the development of social information networks, the marketing methods are also changing in various ways. Unlike successful marketing methods based on existing celebrities and financial support, Influencer-based marketing is a big trend and very famous. In this paper, we first extract influencer features from more than 54 YouTube channels using the multi-dimensional qualitative analysis based on the meta information and comment data analysis of YouTube, model representative themes to maximize a personalized video satisfaction. Plus, the purpose of this study is to provide supplementary means for the successful promotion and marketing by creating and distributing videos of new items by referring to the existing Influencer features. For that we assume all comments of various videos for each channel as each document, TF-IDF (Term Frequency and Inverse Document Frequency) and LDA (Latent Dirichlet Allocation) algorithms are applied to maximize performance of the proposed scheme. Based on the performance evaluation, we proved the proposed scheme is better than other schemes.

Seismic poundings of multi-story buildings isolated by TFPB against moat walls

  • Shakouri, Ayoub;Amiri, Gholamreza Ghodrati;Miri, Zahra Sadat;Lak, Hamed Rajaei
    • Earthquakes and Structures
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    • v.20 no.3
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    • pp.295-307
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    • 2021
  • The gap provided between adjacent structures in the metropolitan cities is mostly narrow due to architectural and financial issues. Consequently, structural pounding occurs between adjacent structures during earthquakes. It causes damages, ranging from minor local to more severe ones, especially in the case of seismically isolated buildings, due to their higher displacements. However, due to the increased flexibility of isolated buildings, the problem could become more detrimental to such structures. The effect of the seismic pounding of moat walls on the response of buildings isolated by Triple Friction Pendulum Bearing (TFPB) is investigated in this paper. To this propose, two symmetric three-dimensional models, including single-story and five-story buildings, are modeled in Opensees. Nonlinear Time History Analyses (NTHA) are performed for seismic evaluation. Also, five different sizes with four different sets of friction coefficients are considered for base isolators to cover a whole range of base isolation systems with various geometry configurations and fundamental period. The results are investigated in terms of base shear, buildings' drift, and roof acceleration. Results indicated a profound effect of poundings against moat walls. In situations of potential pounding, in some cases, the influence of impact on seismic responses of multistory buildings was more remarkable.

Seismic Design of Vertical Shaft using Response Displacement Method (응답변위법을 적용한 수직구의 내진설계)

  • Kim, Yong-Min;Jeong, Sang-Seom;Lee, Yong-Hee;Jang, Jung-Bum
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.30 no.6C
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    • pp.241-253
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    • 2010
  • For seismic design of a vertical shaft, three-dimensional Finite Element (FE) analyses were performed to evaluate the accurate response of a vertical shaft and to apply a Response Displacement Method (RDM). Special attention is given to the evaluation of seismic base and response displacement of surrounding soil, estimation of load and loading method. Based on the result, it was found that shear wave velocity of seismic base greater than 1500m/s was appropriate for the seismic design. It was also found that double cosine method which evaluates a response displacement of surrounding soil was most appropriate to consider the characteristic of multi-layered soil. Finally, shape effect of the structure was considered to clarify the dynamic behavior of vertical shaft and it would be more economical vertical shaft design when a vertical shaft was analyzed by using RDM.

Effects of Practical Training Using 3D Printed Structure-Based Blind Boxes on Multi-Dimensional Radiographic Image Interpretation Ability (3D 프린팅 구조물 기반 블라인드박스를 이용한 실습교육이 다차원 방사선영상해독력에 미치는 효과)

  • Youl-Hun, Seoung
    • Journal of the Korean Society of Radiology
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    • v.17 no.1
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    • pp.131-139
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    • 2023
  • In this study, we are purposed to find the educational effect of practical training using a 3D printed structure-based blind box on multidimensional radiographic image interpretation. The subjects were 83 (male: 49, female: 34) 2nd year radiological science students who participated in the digital medical imaging practice that was conducted for 3 years from 2020 to 2022. The learning method used 3D printing technology to print out the inside structure of the blind box designed by itself. After taking X-rays 3 times (x, y, z axis), the structure images in the blind box were analyzed for each small group. We made the 3D structure that was self-made with clay based on our 2D radiographic images. After taking X-rays of the 3D structure, it was compared whether it matches the structural image of the blind box. The educational effect for the practical training surveyed class faithfulness, radiographic image interpretation ability (attenuation concept, contrast concept, windowing concept, 3-dimensional reading ability), class satisfaction (interest, external recommendation, immersion) on a 5-point Likert scale as an anonymous student self-writing method. As a result, all evaluation items had high positive effects without significant differences between males and females. Practical education using blind boxes is a meaningful example of radiology education technology using 3D printing technology, and it is expected to be used as content to improve students' problem-solving skills and increase satisfaction with major subjects.