• Title/Summary/Keyword: human modeling

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Analysis of Human Error Influencing Factor Using SEM (Structural Equation Modeling) (구조방정식모형을 이용한 휴먼에러 영향요인 분석)

  • Joo, Youngjong;Oh, Jun;Jung, TaeHoi;Kim, Byungjik;Park, Kyoshik
    • Journal of the Korean Society of Safety
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    • v.36 no.3
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    • pp.60-65
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    • 2021
  • Human error is often in part in the cause of accidents and the result of various factors in an organization. Accidents should be investigated to elucidate all causes. Therefore, to reduce accidents, it is necessary to identify which factors affect human error within the organization. In this study, five groups of influencing factors on human error were selected using previousresearch, and operational definitions were made based on them. In addition, a questionnaire for measuring latent variables by operational definition was developed as an observation variable, and responses were received from employees of chemical companies in Ulsan. Based on SEM (structural equation modeling) analysis, 1) confirmatory factor analysis of variables in the human error model, 2) reliability and validity of latent variables, 3) correlations among latent variables, 4) influencing coefficients among influence factors, and 5) the verification results of the paths that these influencing factors have on human error are introduced in this study.

Human Operator Modeling of Target Tracking System for Improving Manual Control Command (표적추적장치의 수동제어명령 개선을 위한 운용자 모델링)

  • Lee, Seok-Jae;Lyou, Joon
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.44 no.3
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    • pp.51-57
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    • 2007
  • Without human dynamics effects, the manually operated target tracking system has poor performance or instability in real environments. The tracking system is invalid when a human is added to the control loop as a real time delay, because input signals are generated by human operator to reduce the errors between target and gun. In this paper, we consider the human operator as a part of controller and modeling the human operator as a first-order model to generate the intentional force. But it is known that human modeling is not easy because of disturbance or noise of the vehicle while moving for the target. We performed a variety of experiments with real plant to identify the model's parameters and verify the proposed operator model's efficiency.

COMPUTATIONAL MODELING OF KANSEI PROCESSES FOR HUMAN-CENTERED INFORMATION SYSTEMS

  • Kato, Toshikazu
    • Proceedings of the Korean Society for Emotion and Sensibility Conference
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    • 2002.05a
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    • pp.3-8
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    • 2002
  • This paper introduces the basic concept of computational modeling of perception processes for multimedia data. Such processes are modeled as hierarchical inter- and intra- relationships amongst information in physical, physiological, psychological and cognitive layers in perception. Based on our framework, this paper gives the algorithms for content-based retrieval for multimedia database systems.

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Comparison of Differences on Microclimatic Factors and Human Thermal Sensation between in situ Measurement and Computer Modeling (실측과 컴퓨터 모델링을 통한 미기후 요소 및 인간 열환경지수의 차이 비교 분석)

  • Park, Sookuk;Kong, Hak-Yang;Kang, Hoon
    • Ecology and Resilient Infrastructure
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    • v.7 no.1
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    • pp.43-52
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    • 2020
  • For investigating restriction in the use of computer modeling results without adjusting them with measured data, this study analyzed and compared microclimatic aspects and human thermal sensation between in situ measurement and computer modeling using ENVI-met in and around a small urban park of downtown Changwon in May, 2012. In the results, ENVI-met underestimated air temperatures and wind speeds than the measured ones and overestimated relative humidities. In the radiation analysis, ENVI-met overestimated solar radiation from the sky hemisphere and terrestrial radiation from the ground hemisphere and underestimated terrestrial radiation from the sky hemisphere. Also, the differences of mean radiant temperatures with the measured ones reached up to 19.6℃ which could create an 1.2 PMV difference. ENVI-met overestimated up to 2.3 PMV and 4℃ UTCI at 12:00. The difference was shown clearly in PMV than in UTCI. Therefore, when computer modeling is used in urban microclimate and human thermal sensation (comfort) studies the modeling results should be compared with measured data and adjusted adequately to adopt the results to urban and landscape planning and design.

Digital Human Modeling for Human-centered CAD System (인간 친화적 설계 시스템을 위한 디지털 인체 모델 구성 연구)

  • Jung, Moon-Ki;Lee, Kun-Woo;Cho, Hyun-Deok;Kim, Tae-Woo;Yanzhao, Ma;Lee, Sang-Hun
    • Korean Journal of Computational Design and Engineering
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    • v.12 no.6
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    • pp.429-440
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    • 2007
  • The purpose of this research is to develop the Human-centered CAD system in which human factors can be considered during the design stage. For this system there are several issues to research, like the digital human modeling technology, the definition of interactions between human and product, the simulation of human motion when using the product, and the bio-mechanical analysis of human, etc. This paper introduces how to construct the kinematical structure of the digital human model. For our digital human model H-ANIM, the international specification of humanoid animation is referenced. And we added the skeleton geometry and the skin surfaces to our model. And it can manipulate its joints by forward kinematics. Also the IKAN inverse kinematics algorithm is adopted to support the posture prediction of the digital human model in the product environment. All of these ideas are implemented using CAD API so that we can apply these functions to the current commercial CAD systems. In this manner, the human factor issues can be effectively taken into account at the early design phase and the costs of bio-mechanical evaluation will be significantly reduced.

Recent Trends in 3D Human Modeling and Deformation Technology (3D 휴먼 모델링 및 변형 기술 동향)

  • Lim, S.J.;Lee, J.H.;Koo, B.K.;Lee, K.H.
    • Smart Media Journal
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    • v.1 no.1
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    • pp.64-71
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    • 2012
  • Computer graphics applications such as virtual reality, games, animation begin from 3D modeling. The technology of 3D modeling and deformation has become an active research field in the past few decades from the combination of basic 3D primitives to the realistic modeling and deformation algorithm. In this paper, we introduce recent trends in 3D human modeling and deformation technology.

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Implementation of Emotional Model of Software Robot Using the Sensor Modules for External Environments (외부 환경 감지 센서 모듈을 이용한 소프트웨어 로봇의 감정 모델 구현)

  • Lee, Joon-Yong;Kim, Chang-Hyun;Lee, Ju-Jang
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2005.11a
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    • pp.179-184
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    • 2005
  • Recently, studying on modeling the emotion of a robot has become issued among fields of a humanoid robot and an interaction of human and robot. Especially, modeling of the motivation, the emotion, the behavior, and so on, in the robot, is hard and need to make efforts to use our originality. In this paper, new modeling using mathematical formulations to represent the emotion and the behavior selection is proposed for the software robot with virtual sensor modules. Various Points which affect six emotional states such as happy or sad are formulated as simple exponential equations with various parameters. There are several experiments with seven external sensor inputs from virtual environment and human to evaluate this modeling.

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Emotion Modeling for Emotion-based Personalization Service

  • Kim, Tae Yeun;Bae, Sang Hyun
    • Journal of Integrative Natural Science
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    • v.13 no.3
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    • pp.97-104
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    • 2020
  • This study suggests the emotion space modeling and emotion inference methods suitable for personalized services based on psychological and emotional models. For personalized emotion space modeling taking into account the subjective disposition based on the empirical assessment of the personal emotions felt by the personalization process of emotion space was used as a decision support tool, the Analytic Hierarchy Process. This confirmed that the special learning to perform personalized emotion space modeling without considering the subjective tendencies. In particular to check the possible reasoning based on fuzzy emotion space modeling and sensitivity for the quantification and vague human emotion to it based on the inherent human sensitivity.

Implementation of Emotional Model of Software Robot Using the Sensor Modules for External Environments (외부 환경 감지 센서 모듈을 이용한 소프트웨어 로봇의 감정 모델 구현)

  • Lee, Joon-Yong;Kim, Chang-Hyun;Lee, Ju-Jang
    • Journal of the Korean Institute of Intelligent Systems
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    • v.16 no.1
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    • pp.37-42
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    • 2006
  • Recently, studying on modeling the emotion of a robot has become issued among fields of a humanoid robot and an interaction of human and robot. Especially, modeling of the motivation, the emotion, the behavior. and so on, in the robot, is hard and need to make efforts to use ow originality. In this paper, new modeling using mathematical formulations to represent the emotion and the behavior selection is proposed for the software robot with virtual sensor modules. Various points which affect six emotional states such as happy or sad are formulated as simple exponential equations with various parameters. There are several experiments with seven external sensor inputs from virtual environment and human to evaluate this modeling.

Modeling of Human Genetic Diseases Via Cellular, Reprogramming

  • Kang, Min-Yong;Suh, Ji-Hoon;Han, Yong-Mahn
    • Journal of Genetic Medicine
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    • v.9 no.2
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    • pp.67-72
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    • 2012
  • The generation of induced pluripotent stem cells (iPSCs) derived from patients' somatic cells provides a new paradigm for studying human genetic diseases. Human iPSCs which have similar properties of human embryonic stem cells (hESCs) provide a powerful platform to recapitulate the disease-specific cell types by using various differentiation techniques. This promising technology has being realized the possibility to explore pathophysiology of many human genetic diseases at the molecular and cellular levels. Furthermore, disease-specific human iPSCs can also be used for patient-based drug screening and new drug discovery at the stage of the pre-clinical test in vitro. In this review, we summarized the concept and history of cellular reprogramming or iPSC generation and highlight recent progresses for disease modeling using patient-specific iPSCs.