• Title/Summary/Keyword: behavioral pattern

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Behavioral Contextualization for Extracting Occupant's ADL Patterns in Smart-home Environment (스마트 홈 환경에서의 재실자 일상생활 활동 패턴 추출을 위한 행동 컨텍스트화 프로세스에 관한 연구)

  • Lee, Bogyeong;Lee, Hyun-Soo;Park, Moonseo
    • Korean Journal of Construction Engineering and Management
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    • v.19 no.1
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    • pp.21-31
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    • 2018
  • The rapid increase of the elderly living alone is a critical issue in worldwide as it leads to a rapid increase of a social support costs (e.g., medical expenses) for the elderly. In early stages of dementia, the activities of daily living (ADL) including self-care tasks can be affected by abnormal patterns or behaviors and used as an evidence for the early diagnosis. However, extracting activities using non-intrusive approach is still quite challenging and the existing methods are not fully visualized to understand the behavior pattern or routine. To address these issues, this research suggests a model to extract the activities from coarse-grained data (spatio-temporal data log) and visualize the behavioral context information. Our approach shows the process of extracting and visualizing the subject's spaceactivity map presenting the context of each activity (time, room, duration, sequence, frequency). This research contributes to show a possibility of detecting subject's activities and behavioral patterns using coarse-grained data (limited to spatio-temporal information) with little infringement of personal privacy.

Adaptive Evolution of Behavioral Memory Circuits in Evolution of Artificial Individuals (인공개체 진화에서 행위기억회로의 적응적 진화)

  • Jung, Bo-Sun;Jung, Sung Hoon
    • Journal of the Institute of Electronics and Information Engineers
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    • v.53 no.3
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    • pp.67-75
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    • 2016
  • This paper investigates how artificial individuals with behavioral memory circuits adaptively evolve with respect to given environments on a cell-level simulation framework simulating artificial individuals. This makes it possible for us to analyse the advantages of artificial individuals with behavioral memory circuits against the simple artificial individuals that can do only simple reactions with respect to the environments and to know which advanced reactions are possible. In order to do this analysis, we experimented various tests on a specific prey pattern and examined the results. As a first experiment, we tested that artificial individuals with four memory steps competed against from those without memory step to those with three memory steps. Experimental results showed that the artificial individuals with four memory steps were superior to most others. However, artificial individuals with two memory steps were better than those with four memory steps. This was caused that the artificial individuals with two memory steps could evolve faster than those of four memory steps. In a second experiment that all types of artificial individuals are simultaneously evolved, the artificial individuals with two memory steps also showed the best result in the experiment. We could conclude that the artificial individuals with memory was better than those without memory and the best memory steps of artificial individuals were depended on the complexity of prey patterns.

Explicit Nonlinear Finite Element Analysis for Flexure Behavior of FRP-Concrete Composite Beam (FRP-콘크리트 합성보의 휨거동에 관한 외연적 비선형 유한요소해석 연구)

  • Yoo, Seung Woon;Kang, Ga Ram
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.37 no.2
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    • pp.269-276
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    • 2017
  • In order to study ultimate flexure behavior of FRP-concrete composite structures which can replace reinforced concrete structures, ABAQUS, a general purpose analysis program, was utilized for numerical nonlinear analysis of structural performance and behavior characteristics of FRP-concrete composite beams. Explicit nonlinear finite element analysis was conducted and the numerical results were compared with previous experiments. Concrete damaged plasticity model was adopted as material properties of concrete and Euro code was used as compressive stress state. Nonlinear analysis was performed for four different types of FRP-concrete composite beams, and ultimate load and cracking pattern was compared and analyzed. The model suggested in this research was able to simulate ultimate load and cracking pattern properly, it is expected to be utilized in study of precise structural and behavioral characteristics of various FRP-concrete composite structures.

A Study on the Driver's License Renewal and Return Policy through the Recognition of the Elderly's Driving Pattern (고령자의 운전패턴 인식을 통한 운전면허증 갱신 및 반납 정책에 대한 연구)

  • Cho, Myeon-gyun
    • Journal of Digital Convergence
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    • v.16 no.10
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    • pp.213-222
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    • 2018
  • This study was conducted to derive the traffic accident risk index through the recognition of the elderly driver's driving pattern to reduce the traffic accident rate of elderly drivers and to reflect them in the renewal and return policy of driver's license accordingly. First, the traffic accident risk index is defined by analyzing the behavioral characteristics of older drivers to derive the major factors that lead to traffic accidents. Second, we present a method to measure the traffic accident risk index from the driving pattern of the elderly through the smart-phone, the camera and the distance sensor attached to the car. Finally, we derive three thresholds by computer simulation and determine the accident risk from the measured traffic accident risk index as four steps and suggest ways to ensure safe driving of older drivers. It is required to objectively assess the driving ability of an aged driver in accordance with the proposed method, and to induce the driver to reset the driver's license renewal cycle and voluntarily return the driver's license to minimize social costs due to increased traffic accidents.

A FPGA Implementation of BIST Design for the Batch Testing (일괄검사를 위한 BIST 설계의 FPGA 구현)

  • Rhee, Kang-Hyeon
    • The Transactions of the Korea Information Processing Society
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    • v.4 no.7
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    • pp.1900-1906
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    • 1997
  • In this paper, the efficient BILBO(named EBILBO) is designed for BIST that is able to batch the testing when circuit is designed on FPGA. The proposed algorithm of batch testing is able to test the normal operation speed with one-pin-count that can control all part of large and complex circuit. PRTPG is used for the test pattern and MISR is used for PSA. The proposed algorithm of batch testing is VHDL coding on behavioral description, so it is easily modified the model of test pattern generation, signature analysis and compression. The EBILBO's area and the performance of designed BIST are evaluated with ISCAS89 benchmark circuit on FPGA. In circuit with above 600 cells, it is shown that area is reduced below 30%, test pattern is flexibly generated about 500K and the fault coverage is from 88.3% to 100%. EBILBO for the proposed batch testing BIST is able to execute concurrently normal and test mode operation in real time to the number of $s+n+(2^s/2^p-1)$ clock(where, in CUT, # of PI;n, # of register, p is order # of polynomial). The proposed algorithm coded with VHDL is made of library, then it well be widely applied to DFT that satisfy the design and test field on sme time.

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Trends in Device DNA Technology Trend for Sensor Devices (센서 기반의 디바이스 DNA 기술 동향)

  • Kim, Juhan;Lee, Sangjae;Oh, Mi Kyung;Kang, Yousung
    • Electronics and Telecommunications Trends
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    • v.35 no.1
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    • pp.25-33
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    • 2020
  • Just as it is possible to distinguish people by using physical features, such as fingerprints, irises, veins, and faces, and behavioral features, such as voice, gait, keyboard input pattern, and signatures, the an IoT device includes various features that cannot be replicated. For example, there are differences in the physical structure of the chip, differences in computation time of the devices or circuits, differences in residual data when the SDRAM is turned on and off, and minute differences in sensor sensing results. Because of these differences, Sensor data can be collected and analyzed, based on these differences, to identify features that can classify the sensors and define them as sensor-based device DNA technology. As Similar to the biometrics, such as human fingerprints and irises, can be authenticatedused for authentication, sensor-based device DNA can be used to authenticate sensors and generate cryptographic keys that can be used for security.

A Study on the Connotative Signs of Nature and Technology in Furniture Design - Focused on Verner Panton's and Joe Colombo's 1960's Furniture - (가구디자인에 있어 자연과 기술의 기호적 내포에 관한 연구 - 베르너 판톤과 죠 콜롬보의 1960년대 작품을 중심으로 -)

  • Suh, Jeong Yeon
    • Journal of the Korea Furniture Society
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    • v.24 no.2
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    • pp.121-130
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    • 2013
  • Nature and technology are very popular themes in the everydayness of modern world. In our industrial age which is based on technology nature becomes an lost origin and basic environment. On the other hand, technology is conceived as future hope and realistic environment. Through 1960s they had been transformed as signs and connoted into furniture design. As signs, they structured environment, organized space, and bred their own aesthetics. In this context, Danish designer Verner Panton presented nature as experiential landscape and Italian designer Joe Colombo expressed technology as amusing machine. What they showed were not real but sign of nature and machine. Nonetheless they were successful to create aesthetic atmosphere and meaningful projects. Also they showed the potentiality that furniture design might include discoursive issues and values. They also extended functional interesting between furniture and body to cultural domain of social viewpoint in behavioral pattern.

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Structural Change in Real Estate Market (IMF 이후의 부동산시장의 구조변화)

  • 서승환;김갑성
    • Journal of the Korean Regional Science Association
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    • v.15 no.3
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    • pp.33-51
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    • 1999
  • After the 1997 currency crisis, the real estate prices had been rapidly dropped and the deregulation in the Korean real estate merket has been performed. It is analyzed whether these transactions caused a structural change in real estate market, or not. The Pettitt test shows there exists a turing point in real estate prices in 1998. It is found that the degrees of co-movement between the change in real estate prices and real GDP growth rate are increased. Consequently, the factor, represented as real GDP growth rate, determining the market fundamental of real estate prices will effect on the behavioral pattern and the real estate prices in the long run. While the factors determining the portfolio selection behaviors, such as interest rate and stock prices, will cause short-term variations.

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Psychological Factors Affecting Medical Conditions : Cardiovascular System ('의학적 상태에 영향을 미치는 심리적 요인들' 심혈관계 질환의 모형 개발)

  • Han, Chang-Hwan
    • Korean Journal of Psychosomatic Medicine
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    • v.6 no.2
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    • pp.193-209
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    • 1998
  • The author conducted a literature review to better characterize the current state of knowledge regarding the relationship between psychological and behavioral factors and cardiovascular disease. This review focus on several problems : Hypertension, coronary artery disease such as myocardial infarction and angina pectoris. We describe model for understanding the relation-ship of psychological factors to the disease, review the results of relevant research studies and provide recommendation for further research.

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Relationship between biosignal, raction time, and eye blink depending on arousal level (I) (각성상태에 따른 생리신호와 반응시간 및 눈깜박임의 상관관계 (I))

  • Ko, H.W.;Kim, Y.H.
    • Proceedings of the KOSOMBE Conference
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    • v.1997 no.05
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    • pp.426-429
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    • 1997
  • This paper describes the relationship among physiological, behavioral signal, and subjective evaluation depending on arousal level. Nz and reaction time hall similar pattern with KSS level, but eyeblink rate was different from these two parameters. Eyeblink rate increased slowly from KSS level 1 to 5, and had high increasing rate at KSS 7. But it showed steep descent at KSS level 9. From the result of reaction time test, since human performance was decreased rapidly above the KSS level 5, it is desirable to give a subject some stimulus such as sound or aroma to rise arousal level above the KSS level 3.

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