• 제목/요약/키워드: Knowledge-Intensity

검색결과 234건 처리시간 0.024초

Pavement Crack Detection and Segmentation Based on Deep Neural Network

  • Nguyen, Huy Toan;Yu, Gwang Hyun;Na, Seung You;Kim, Jin Young;Seo, Kyung Sik
    • 한국정보기술학회논문지
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    • 제17권9호
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    • pp.99-112
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    • 2019
  • 도로 포장면의 크랙(crack)은 도로포장 구조의 열화를 입증하는 중요한 신호와 증상이다. 카메라 영상기반 도로포장 크랙 탐지는 강도 비균질성, 위상 복잡성, 낮은 대조도 및 노이즈성의 텍스처 배경 때문에 어려운 문제이다. 본 논문은 흑백영상에 대하여 깊은 신경망(DNN)에 기반하여 픽셀수준의 도로 크랙 탐지 및 분할 문제에 대해 다룬다. 변형된 U-net 네트워크와 고수준 특징 네트워크를 포함하는 새로운 DNN 구조를 제안한다. 본 연구의 중요 기여는 융합 층을 통해 공급되는 이들 네트워크의 결합 방법이다. 우리가 아는 한, 본 연구는 보도블럭 크랙 분할 및 탐지 문제를 결합을 소개한 최초의 논문이다. 크랙 탐지 및 분할의 시스템 성능은 새로운 구조를 사용하여 급격히 향상되었다. 제안된 시스템을 2개의 공개 데이터셋­크랙 포레스트 데이터셋(CFD)와 AigleRN 데이터셋­에 대하여 구현하고 평가하였다. 본 논문의 시스템은 여덟 가지의 최신 알고리즘과 같은 데이터셋으로 실험을 하였을 때, 가장 뛰어난 결과를 보여주었다.

Prospects For The Development Of Distance Educational Learning Technologies During The Training Of Students Of Higher Education

  • Rohach, Oksana;Pryhalinska, Tetiana;Kvasnytsya, Iryna;Pohorielov, Mykhailo;Rudnichenko, Mykola;Lastochkina, Olena
    • International Journal of Computer Science & Network Security
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    • 제22권9호
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    • pp.353-357
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    • 2022
  • This article identifies the problems and substantiates the directions for the development of distance learning technologies in the training of personnel. An example of using digital media to create a remote access laboratory is given. The article is devoted to the definition of the main aspects of the organization of distance education. Rapid digitization, economic, political and social changes taking place in Ukraine necessitate the reform of the education system. First of all, it concerns meeting the educational needs of citizens throughout their lives, providing access to educational and professional training for all who have the necessary abilities and adequate training. The most effective solution to the above-mentioned problems is facilitated by distance learning. The article analyzes the essence and methods of distance learning organization, reveals the features of the use of electronic platforms for the organization of this form of education in different countries of the world. The positive characteristics of distance learning are identified, namely: extraterritoriality; savings on transport costs; the interest of modern youth in the use of information tools in everyday life; increase in the number of students; simplicity and accessibility of training; convenient consultation system; democratic relations between the student and the teacher; convenience for organizations in training their employees without interrupting their regular work; low level of payment for distance education compared to traditional education; individual learning pace; new teacher status. Among the negative features of online education, the author refers to the following problems: authentication of users during knowledge verification, calculation of the teacher's methodological load and copyright of educational materials; the high labor intensity of developing high-quality educational content and the high cost of distance learning equipment; the need to provide users with a personal computer and access to the Internet; the need to find and use effective motivation mechanisms for education seekers.

대사를 생명력 있게 만드는 멘탈 이미지의 하위양식 (Sub-modality of Mental Images to Make lines Alive)

  • 최정선
    • 한국엔터테인먼트산업학회논문지
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    • 제13권4호
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    • pp.119-129
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    • 2019
  • 연기교육에서 기존의 화술교육은 장단음 찾기, 자음과 모음의 조음연습, 딕션연습 등 대사를 표현하는 기술적인 측면에 치중되어 있었으며, 이러한 교육으로 대사가 말처럼 살아나기에는 한계가 있었다. 대사가 살아나는 순간은 배우가 대사를 말하는 사이 단어 이면의 멘탈 이미지를 구체적으로 보는 순간이다. 필자는 뇌과학 분야에서 인지뇌과학과 NLP (Neural Linguistic Programing)의 지식을 빌려와 멘탈 이미지가 무엇인지, 왜 멘탈 이미지가 생각과 감정의 기본 요소인지를 추적한다. 또한, 멘탈 이미지를 섬세하게 떠올리는 과정(하위양식)에서 신체의 근육들이 어떻게 반응하게 되고, 그 반응하는 근육들을 이용해 어떻게 강세, 사이, 피치, 억양 등의 말하기 재료들(강세, 사이, 피치, 억양 등)이 살아나는지를 살펴본다. 이러한 연구를 바탕으로 화술교육에서 왜 멘탈 이미지 교육이 선행되어야 하는지를 증명한다. 결론에서는 멘탈 이미지를 공부하는 과정에서 배우가 만나게 되는 장애물에 대해 열거하고, 장애물을 제거하는 방법 중 하나로 '호흡의 활성화'를 후속논문으로 계획한다.

Effects of natural mono- and di-saccharide as alternative sweeteners on inflammatory bowel disease: a narrative review

  • Eunju Kim
    • 대한지역사회영양학회지
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    • 제28권3호
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    • pp.181-191
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    • 2023
  • Objectives: The incidence of inflammatory bowel disease (IBD) is increasing globally, and excessive added sugar consumption has been identified as one of the contributing factors. In the context of IBD, it is essential to explore functional sweeteners that can improve metabolic health and minimize the risk of IBD-related symptoms. This review article aims to shed light on the effects of natural mono- and di-saccharides as alternative sweeteners, specifically focusing on potential benefits for IBD. Methods: A comprehensive literature review was performed using PubMed and Google Scholar databases with articles published after the year 2000. The search terms 'IBD', 'added sugar', 'sweeteners', 'mono-saccharide', and 'di-saccharide' were combined to retrieve relevant articles. A total of 21 manuscripts, aligning with the objectives of the study, were selected. Papers focusing on artificial or high-intensity sweeteners were excluded to ensure relevant literature selection. Results: Multiple studies have emphasized the association between the high consumption of added sugars such as simple sugars and the increased risk of developing IBD. This is suggested to be attributed to the induction of pro-inflammatory cytokine productions and dysbiosis of the gut microbiota. Consequently, there is a growing demand for safe and functional sweeteners, in particular mono- and di-saccharides, that can serve as alternatives for IBD patients. Those functional sweeteners regulate inflammation, oxidative stress, and Intestinal barrier protection, and restore microbiome profiles in various IBD models including cells, animals, and humans. Conclusions: Understanding these mechanisms resolves the link between how sugar consumption and IBD, and highlights the beneficial effects of natural alternative sweeteners on IBD when they were administered by itself or as a replacement for simple sugar. Further, exploration of this relationship leads us to recognize the necessity of natural alternative sweeteners in dietary planning. This knowledge could potentially lead to more effective dietary strategies for individuals with IBD.

Effect of black chokeberry on skeletal muscle damage and neuronal cell death

  • Kim, Jisu;Lee, Kang Pa;Beak, Suji;Kang, Hye Ra;Kim, Yong Kyun;Lim, Kiwon
    • 운동영양학회지
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    • 제23권4호
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    • pp.26-31
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    • 2019
  • [Purpose] Numerous epidemiological studies have shown that it is possible to prescribe exercise for neurodegenerative disease, such as Alzheimer's disease and Parkinson's disease. However, despite the availability of diverse scientific knowledge, the effects of exercise in this regard are still unclear. Therefore, this study attempted to investigate a substance, such as black chokeberry (Aronia melanocapa L.) that could improve the ability of the treatment and enhance the benefits of exercising in neurodegenerative diseases. [Methods] The cell viability was tested with 2,3-bis[2-methyloxy-4-nitro-5-sulfophenyl]-2H-tetrazolim-5-carboxanilide and the cells were stained with ethidium homodimer-1 solution. The mRNA expression levels were evaluated by microarray. The active compounds of black chokeberry ethanolic extract (BCE) were analyzed by gas chromatography. The chemical shift analysis in the brain was performed using magnetic resonance spectroscopy. [Results] BCE treatment decreased hydrogen peroxide-induced L6 cell death and beta amyloid induced primary neuronal cell death. Furthermore, BCE treatment significantly reduced the mRNA levels of the inflammatory factors, such as IL-1α, Cxcl13, IL36rn, Itgb2, Epha2, Slamf8, Itgb6, Kdm6b, Acvr1, Cd6, Adora3, Cd27, Gata3, Tnfrsf25, Cd40lg, Clec10a, and Slc11a1, in the primary neuronal cells. Next, we identified 16 active compounds from BCE, including D-mannitol. In vivo, BCE (administered orally at a dosage of 50 mg/kg) significantly regulated chemical shift in the brain. [Conclusion] Our findings suggest that BCE can serve as a candidate for neurodegenerative disease therapy owing to its cyto-protective and anti-inflammatory effects. Therefore, BCE treatment is expected to prevent damage to the muscles and neurons of the athletes who continue high intensity exercise. In future studies, it would be necessary to elucidate the effects of combined BCE intake and exercise.

A Prototype of Distributed Simulation for Facility Restoration Operation Analysis through Incorporation of Immediate Damage Assessment

  • Hwang, Sungjoo;Choi, MinJi;Starbuck, Richmond;Lee, SangHyun;Park, Moonseo
    • 국제학술발표논문집
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    • The 6th International Conference on Construction Engineering and Project Management
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    • pp.339-343
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    • 2015
  • To rapidly recover ceased functionality of a facility after a catastrophic seismic event, critical decisions on facility repair works are made within a limited period of time. However, prolonged damage assessment of facilities, due to massive damage in the surrounding region and the complicated damage judgment procedures, may impede restoration planning. To assist reliable structural damage estimation without a deep knowledge and rapid interactive analysis among facility damage and restoration operations during the approximate restoration project planning phase, we developed a prototype of distributed facility restoration simulations through the use of high-level architecture (HLA) (IEEE 1516). The simulation prototype, in which three different simulations (including a seismic data retrieval technique, a structural response simulator, and a restoration simulation module) interact with each other, enables immediate damage estimation by promptly detecting earthquake intensity and the restoration operation analysis according to estimated damage. By conducting case simulations and experiments, research outcomes provide key insights into post-disaster restoration planning, including the extent to which facility damage varies according to disaster severity, facility location, and structures. Additional insights arise regarding the extent to which different facility damage patterns impact a project's performance, especially when facility damage is hard to estimate by observation. In particular, an understanding of required type and amount of repair activities (e.g., demolition works, structural reinforcement, frame installation, or finishing works) is expected to support project managers in approximate work scheduling or resource procurement plans.

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Array Invariant를 이용한 수중 광대역 음원의 거리 추정성능 분석 (Range Estimating Performance Evaluation of the Underwater Broadband Source by Array Invariant)

  • 김세영;천승용;김부일;김기만
    • 한국음향학회지
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    • 제25권6호
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    • pp.305-311
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    • 2006
  • 본 논문에서는 성층화된 천해 음향도파관 환경에서 빔-시간 강도 패턴을 이용한 음원 거리추정 기법인 배열 불변성 이론에 대한 성능을 분석하였다. 기존의 수중음원 위치추적 방법으로 잘 알려진 정합장 처리, 음향도파관 불변성 추정법 등에 비해 계산량을 절감 할 수 있고, 배열 이득을 충분히 활용할 수 있는 이점을 가진다. 또한, 기타 간섭 신호원의 영향을 크게 받지 않는 상황에서는 수중 환경에 대한 자세한 사전정보가 요구되지 않는다. 기존의 수중 음원 위치 추정법들에 비해 간단하고 순간적인 음원의 거리 추정이 가능한 배열 불변성 방법의 성능을 분석하기 위해 모의 음파 전달 음장을 이용한 시뮬레이션을 수행하였다. 광대역을 가지는 수중 충격성 음원에 대하여 SNR 에 따른 거리 추정 결과를 나타내었고 고주파 신호의 다중경로 전파 현상을 억제시키기 위해 공간 스무딩 기법을 적용하였다. 거리추정 성능을 분석한 결과, SNR 10dB의 환경에서 20% 내의 오차율을 보였다.

Assessment of Resistance Induction in Mungbean against Alternaria alternata through RNA Interference

  • Hira Abbas;Nazia Nahid;Muhammad Shah Nawaz ul Rehman;Tayyaba Shaheen;Sadia Liaquat
    • The Plant Pathology Journal
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    • 제40권1호
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    • pp.59-72
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    • 2024
  • A comprehensive survey of mungbean-growing areas was conducted to observe leaf spot disease caused by Alternaria alternata. Alternaria leaf spot symptoms were observed on the leaves. Diversity of 50 genotypes of mungbean was assessed against A. alternata and data on pathological traits was subjected to cluster analysis. The results showed that genotypes of mungbean were grouped into four clusters based on resistance parameters under the influence of disease. The principal component biplot demonstrated that all the disease-related parameters (% disease incidence, % disease intensity, lesion area, and % of infection) were strongly correlated with each other. Alt a 1 gene that is precisely found in Alternaria species and is responsible for virulence and pathogenicity. Alt a 1 gene was amplified using gene specific primers. The isolated pathogen produced similar symptoms when inoculated on mungbean and tobacco. The sequence analysis of the internal transcribed spacer (ITS) region, a 600 bp fragment amplified using specific primers, ITS1 and ITS2 showed 100% identity with A. alternata. Potato virus X (PVX) -based silencing vector expressing Alt a 1 gene was constructed to control this pathogen through RNA interference in tobacco. Out of 50 inoculated plants, 9 showed delayed onset of disease. Furthermore, to confirm our findings at molecular level semi-quantitative reverse transcriptase polymerase chain reaction was used. Both phenotypic and molecular investigation indicated that RNAi induced through the VIGS vector was efficacious in resisting the pathogen in the model host, Tobacco (Nicotiana tabacum). To the best of our knowledge, this study has been reported for the first time.

Research on Temperature Sensing Characteristics of Fiber Bragg Grating in Wide Temperature Range

  • Naikui Ren;Hongyang Li;Nan Huo;Shanlong Guo;Jinhong Li
    • Current Optics and Photonics
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    • 제8권2호
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    • pp.162-169
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    • 2024
  • This study investigates the temperature sensitivities of fiber Bragg grating (FBG) across a broad temperature spectrum ranging from -196 ℃ to 900 ℃. We developed the FBG temperature measurement system using a high-temperature tubular furnace and liquid nitrogen to supply consistent high and low temperatures, respectively. Our research showed that the FBG temperature sensitivity changed from 1.55 to 10.61 pm/℃ in the range from -196 ℃ to 25 ℃ when the FBG was packaged with a quartz capillary. In the 25-900 ℃ range, the sensitivity varied from 11.26 to 16.62 pm/℃. Contrary to traditional knowledge, the FBG temperature sensitivity was not constant. This inconsistency primarily stems from the nonlinear shifts in the thermo-optic coefficient and thermal expansion coefficient across this temperature spectrum. The theoretically predicted and experimentally determined temperature sensitivities of FBGs encased in quartz capillary were remarkably consistent. The greatest discrepancy, observed at 25 ℃, was approximately 1.3 pm/℃. Furthermore, it was observed that at 900 ℃, the FBG was rapidly thermally erased, exhibiting variable reflected intensity over time. This study focuses on the advancement of precise temperature measurement techniques in environments that experience wide temperature fluctuations, and has considerable potential application value.

Prospects For the Development Of Distance Educational Learning Technologies During The Training Of Students Of Higher Education

  • Oksana Rohach;Tetiana Pryhalinska;Iryna Kvasnytsya;Mykhailo Pohorielov;Mykola Rudnichenko; Olena Lastochkina
    • International Journal of Computer Science & Network Security
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    • 제24권8호
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    • pp.179-183
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    • 2024
  • This article identifies the problems and substantiates the directions for the development of distance learning technologies in the training of personnel. An example of using digital media to create a remote access laboratory is given. The article is devoted to the definition of the main aspects of the organization of distance education. Rapid digitization, economic, political and social changes taking place in Ukraine necessitate the reform of the education system. First of all, it concerns meeting the educational needs of citizens throughout their lives, providing access to educational and professional training for all who have the necessary abilities and adequate training. The most effective solution to the above-mentioned problems is facilitated by distance learning. The article analyzes the essence and methods of distance learning organization, reveals the features of the use of electronic platforms for the organization of this form of education in different countries of the world. The positive characteristics of distance learning are identified, namely: extraterritoriality; savings on transport costs; the interest of modern youth in the use of information tools in everyday life; increase in the number of students; simplicity and accessibility of training; convenient consultation system; democratic relations between the student and the teacher; convenience for organizations in training their employees without interrupting their regular work; low level of payment for distance education compared to traditional education; individual learning pace; new teacher status. Among the negative features of online education, the author refers to the following problems: authentication of users during knowledge verification, calculation of the teacher's methodological load and copyright of educational materials; the high labor intensity of developing high-quality educational content and the high cost of distance learning equipment; the need to provide users with a personal computer and access to the Internet; the need to find and use effective motivation mechanisms for education seekers.