• 제목/요약/키워드: Human-in-the-loop data analysis

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위편성 니트 소재의 선호도에 관한 연구 (Studies on the preference of weft knit fabrics)

  • 주정아
    • 한국생활과학회지
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    • 제14권4호
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    • pp.665-671
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    • 2005
  • This study aims to examine the effect of structural properties, subjective textures, sensibilities, and objective handle on the preference for weft knit fabrics, and then to provide useful information in planning and designing knit fabrics through predicting the preference. We made 20 plain knit fabrics, as specimens, with a combination of 5 kinds of wool/rayon fiber contents and 4 kinds of stitch loop length. For the subjective evaluation of textures, sensibilities, and preference, we used the questionnaire that had been developed in the previous study. The data analysis was conducted with Pearson's correlation analysis, ANOVA, Duncann multiple range test and regression analysis. The results are as follows: In relationship of structural properties and preference, we could not recognize any difference in whole ranges of wool/ rayon fiber contents and in 7.5mm and less stitch loop length. On the other hand, we could find the decrease of preference in over 7.5mm stitch loop length. As to subjective textures and sensibilities, a multiple regression analysis of preference indicated a higher determination coefficient by sensibilities than by textures. But there were little correlation between a objective handle and preference of weft knit fabrics.

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Human-in-the-Loop Simulation Analysis of Integrated RPAS Operations in Trajectory Based Operations Environment

  • Oh, Hyeju;Kang, Jisoo;Kang, Seon-Young;Choi, Keeyoung;Lee, Hak-Tae;Jung, Hyuntae;Moon, Woo-Choon
    • International Journal of Aeronautical and Space Sciences
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    • 제17권4호
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    • pp.604-613
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    • 2016
  • In this paper, Human-in-the-Loop (HiTL) simulations of Remotely Piloted Aircraft System (RPAS) operations in two different Air Traffic Management (ATM) concepts, conventional radar vectoring and Trajectory Based Operations (TBO), were performed to assess the impacts of RPAS integration in the future ATM environment. TBO concept maximizes the throughput by planning and sharing 4-D trajectories between pilots and controllers, and it is considered one of the key concepts to enable RPASs to operate with manned aircraft in congested airspaces. RPASs are characterized by having communication delay or temporary loss of communication. TBO capability was added to the integrated air traffic simulation system for this study, which was developed in the Inha University. HiTL simulations were performed by a trainee air traffic controller with three scenarios, and the data were analyzed using safety, efficiency, and controller workload metrics. The results suggest that TBO were effective in reducing delays and controller workload while maintaining the level of safety.

The evolution of the Human Systems and Simulation Laboratory in nuclear power research

  • Anna Hall;Jeffrey C. Joe;Tina M. Miyake;Ronald L. Boring
    • Nuclear Engineering and Technology
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    • 제55권3호
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    • pp.801-813
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    • 2023
  • The events at Three Mile Island in the United States brought about fundamental changes in the ways that simulation would be used in nuclear operations. The need for research simulators was identified to scientifically study human-centered risk and make recommendations for process control system designs. This paper documents the human factors research conducted at the Human Systems and Simulation Laboratory (HSSL) since its inception in 2010 at Idaho National Laboratory. The facility's primary purposes are to provide support to utilities for system upgrades and to validate modernized control room concepts. In the last decade, however, as nuclear industry needs have evolved, so too have the purposes of the HSSL. Thus, beyond control room modernization, human factors researchers have evaluated the security of nuclear infrastructure from cyber adversaries and evaluated human-in-the-loop simulations for joint operations with an integrated hydrogen generation plant. Lastly, our review presents research using human reliability analysis techniques with data collected from HSSL-based studies and concludes with potential future directions for the HSSL, including severe accident management and advanced control room technologies.

Underlying Control Strategy of Human Leg Posture and Movement

  • Park, Shinsuk
    • Journal of Mechanical Science and Technology
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    • 제18권4호
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    • pp.649-663
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    • 2004
  • While a great number of studies on human motor control have provided a wide variety of viewpoints concerning the strategy of the central nervous system (CNS) in controlling limb movement, none were able to reveal the exact methods how the movement command from CNS is mapped onto the neuromuscular activity. As a preliminary study of human-machine interface design, the characteristics of human leg motion and its underlying motor control scheme are studied through experiments and simulations in this paper. The findings in this study suggest a simple open-loop motor control scheme in leg motion. As a possible candidate, an equilibrium point control model appears consistent in recreating the experimental data in numerical simulations. Based on the general leg motion analysis, the braking motion by the driver's leg is modeled.

비주얼 애널리틱스 연구 소개 (Introduction to Visual Analytics Research)

  • 오유상;이충기;오주영;양지현;곽희나;문성우;박소환;고성안
    • 한국컴퓨터그래픽스학회논문지
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    • 제22권5호
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    • pp.27-36
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    • 2016
  • 컴퓨터 그래픽스 (Computer Graphics) 및 인간-컴퓨터 상호작용 (Human-Computer Interaction, HCI) 기술을 기반으로 효과적인 데이터 분석을위한 가시화 툴 (Tool) 기술이 크게 발전 하였다. 해당 기술 분야는 Visual Analytics (비주얼애널리틱스)라는 연구 분야로 발전하여 2006년 첫 심포지엄이 열린 이래, 다양한 데이터 마이닝 (Data Mining), 상호작용 (Interaction) 기술이 정보 가시화 (Information Visualization) 기술에 접목하여 사용자 중심의 빅 데이터분석 및 의사 결정 시스템을 연구하는 분야로 확장 되었다. 그러나 국내에서는 아직 해당 연구 분야에 대하여 제대로 알려지지 않아, 국내 컴퓨터 그래픽스 및 HCI 기술 연구에 비하여, 가시화 기술을 통한 빅데이터 분석 및 의사결정을 지원하는 시스템을 설계 하는 기술이 뒤쳐지는 편이다. 따라서 본 논문에서는 비주얼 애널리틱스 연구의 기본 철학을 살펴 보고, IEEE Symposium on Visual Analytics Science and Technology (VAST) 학회에 2015년 출판된 논문으로 사용된 데이터 및 가시화 기술 분석 서베이를 진행함으로써 국내 컴퓨터 그래픽스 연구자들의 해당 분야에 대한 이해를 돕고자 한다.

인지지도분석을 활용한 AI SW 인력양성 정책분석 (Policy Analysis on AI SW Human Resources Development Using Cognitive Map Analysis)

  • 이중만
    • Journal of Information Technology Applications and Management
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    • 제28권3호
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    • pp.109-125
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    • 2021
  • For the government of president Moon's AI SW HRD policy, he proclaimed AI democracy that anyone can utilize artificial intelligence technology to spread AI education for the people of the country. Through cognitive map analysis, this study presents expected policy outcomes due to the input of policy factors to overcome crisis factors and utilize opportunity factors. According to the cognitive guidance analysis, first, the opportunity factor is recognized as accelerating the digital transformation to Covid 19 if AI SW HRD is well nurtured. Second, the crisis factor refers to the rapid paradigm shift caused by the intelligence information society, resulting in job losses in the manufacturing sector and deepening imbalance in manpower supply and demand, especially in the artificial intelligence sector. Third, the comprehensive cognitive map shows a circular process for creating an AI SW ecosystem in response to threats caused by untact caused by Corona and a circular process for securing AI talent in response to threats caused by deepening imbalance in manpower supply and demand in the AI sector. Fourth, in order to accelerate the digital circulation that has been accelerated by Corona, we found a circular process to succeed in the Korean version of digital new deal by strengthening national and corporate competitiveness through AI-utilized capacity and industrial and regional AI education. Finally, the AI utilization empowerment strengthening rotation process is the most dominant of the four mechanisms, and we also found a relatively controllable feedback loop to obtain policy outputs.

HiCORE: Hi-C Analysis for Identification of Core Chromatin Looping Regions with Higher Resolution

  • Lee, Hongwoo;Seo, Pil Joon
    • Molecules and Cells
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    • 제44권12호
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    • pp.883-892
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    • 2021
  • Genome-wide chromosome conformation capture (3C)-based high-throughput sequencing (Hi-C) has enabled identification of genome-wide chromatin loops. Because the Hi-C map with restriction fragment resolution is intrinsically associated with sparsity and stochastic noise, Hi-C data are usually binned at particular intervals; however, the binning method has limited reliability, especially at high resolution. Here, we describe a new method called HiCORE, which provides simple pipelines and algorithms to overcome the limitations of single-layered binning and predict core chromatin regions with three-dimensional physical interactions. In this approach, multiple layers of binning with slightly shifted genome coverage are generated, and interacting bins at each layer are integrated to infer narrower regions of chromatin interactions. HiCORE predicts chromatin looping regions with higher resolution, both in human and Arabidopsis genomes, and contributes to the identification of the precise positions of potential genomic elements in an unbiased manner.

전기공사업 노동시장의 인력수급 불균형에 관한 연구: 기술·기능인력의 수급격차에 대한 시뮬레이션 (The Study on Imbalance for Labor Supply and Demand in Electrical Construction Business : Simulating the Supply and Demand Gap of Technical Engineer)

  • 박홍희
    • 한국시스템다이내믹스연구
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    • 제14권3호
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    • pp.105-134
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    • 2013
  • Electrical construction business has public and professional characters. It may require appropriate interventions of the government because these business activities stand for not only profit-seeking competition, but also supplies of one of the key functions in our society. In other words, public benefit and private benefit are still in existence. The government therefore considers such an aspect of public importance of the business sector and needs to plan to adjust technical and engineering manpower of this market. This study focuses on the imbalance for labor supply and demand of technical engineer in electrical construction business. A system dynamics analysis is applied to understand and simulate the imbalance as a soft approach. It has the merit of causal loop diagram to alleviate the limitation of data lack problem. We find that excess demand is expected from 2010 to 2011, and excess supply is predicted from 2012 to 2021 about the manpower of technical engineer. It shows considerable disagreement between the supply and demand of human resource. So we suggest that it is strong necessity to construct statistics infrastructure for a manpower supply and demand plan.

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인간의 대장암 HT-29 세포주에서 라이코펜이 Insulin-like Growth Factor-I Receptor Signaling Pathway에 미치는 영향 (Effect of Lycopene on the Insulin-like Growth Factor-I Receptor Signaling Pathway in Human Colon Cancer HT-29 Cells)

  • 이현숙;정재인;강영희;;윤정한
    • 한국식품영양과학회지
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    • 제32권3호
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    • pp.437-443
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    • 2003
  • 선행연구에서 라이코펜이 HT-29세포의 증식을 억제하는 것을 관찰하였기 때문에 본 연구는 그 기전을 연구하기 위하여 수행되 었다. 라이코펜이 HT-29 세포의 사멸을 유도하는지 조사하기 위해서 여러 농도의 라이코펜이 포함된 배지에서 세포를 4일 동안 배양하였다. 라이코펜 농도의 증가에 따라 사멸되는 세포에서 나타나는 특징의 하나인 DNA fragmentation이 증가하는 것을 관찰하였다. Western blot을 수행하여 얻은 결과에 의하면 라이코펜이 IGF-IR, IRS-1, PI3K, Akt와 같은 IGF-IR pathway에 속하는 단백질의 수준을 감소시켰다. IGF-IR의 인산화를 유도하기 위해서 라이코펜이 포함된 배지에서 세포를 배양하고 IGF-I을 첨가하여 0, 5, 10, 60분간 배양한 다음 IGF-IR antibody를 이용하여 immunoprecipitation을 수행하였다. 라이코펜은 IGF-I에 의한 IGF-IR, IRS-1의 인산화와 IGF-IR와 PI3K의 결합을 감소하고 인산화된 Akt를 감소시켰다. 이와 같은 IGF-IR signaling의 억제는 이 대장암세포에 존재하는 IGF-II의 autocrine loop을 억제하는 원인이 될 수 있어, 라이코펜의 암세포증식을 억제하는 기전 중의 하나가 될 수 있다. 라이코펜은 토마토와 그 가공품에 많이 존재하는 물질로 자연적인 식사를 통해 많이 섭취할 수 있는 물질이다. 라이코펜의 항암 기전을 밝혀냄으로써 미래 암예방과 치료를 위한 중요한 기능성 영양소를 생산할 수 있는 기초를 마련해줄 수 있을 것으로 기대된다.

A study on the compatibility between one-bottle dentin adhesives and composite resins using micro-shear bond strength

  • Song, Minju;Shin, Yooseok;Park, Jeong-Won;Roh, Byoung-Duck
    • Restorative Dentistry and Endodontics
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    • 제40권1호
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    • pp.30-36
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    • 2015
  • Objectives: This study was performed to determine whether the combined use of one-bottle self-etch adhesives and composite resins from same manufacturers have better bond strengths than combinations of adhesive and resins from different manufacturers. Materials and Methods: 25 experimental micro-shear bond test groups were made from combinations of five dentin adhesives and five composite resins with extracted human molars stored in saline for 24 hr. Testing was performed using the wire-loop method and a universal testing machine. Bond strength data was statistically analyzed using two way analysis of variance (ANOVA) and Tukey's post hoc test. Results: Two way ANOVA revealed significant differences for the factors of dentin adhesives and composite resins, and significant interaction effect (p < 0.001). All combinations with Xeno V (Dentsply De Trey) and Clearfil $S^3$ Bond (Kuraray Dental) adhesives showed no significant differences in micro-shear bond strength, but other adhesives showed significant differences depending on the composite resin (p < 0.05). Contrary to the other adhesives, Xeno V and BondForce (Tokuyama Dental) had higher bond strengths with the same manufacturer's composite resin than other manufacturer's composite resin. Conclusions: Not all combinations of adhesive and composite resin by same manufacturers failed to show significantly higher bond strengths than mixed manufacturer combinations.