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동영상 실시간 시청시 유발전위(ERP) N400 속성을 이용한 주제무관 쇼트 선별 자동영상요약 연구 (A Video Summarization Study On Selecting-Out Topic-Irrelevant Shots Using N400 ERP Components in the Real-Time Video Watching)

  • 김용호;김현희
    • 한국멀티미디어학회논문지
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    • 제20권8호
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    • pp.1258-1270
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    • 2017
  • 'Semantic gap' has been a year-old problem in automatic video summarization, which refers to the gap between semantics implied in video summarization algorithms and what people actually infer from watching videos. Using the external EEG bio-feedback obtained from video watchers as a solution of this semantic gap problem has several another issues: First, how to define and measure noises against ERP waveforms as signals. Second, whether individual differences among subjects in terms of noise and SNR for conventional ERP studies using still images captured from videos are the same with those differently conceptualized and measured from videos. Third, whether individual differences of subjects by noise and SNR levels help to detect topic-irrelevant shots as signals which are not matched with subject's own semantic topical expectations (mis-match negativity at around 400m after stimulus on-sets). The result of repeated measures ANOVA test clearly shows a 2-way interaction effect between topic-relevance and noise level, implying that subjects of low noise level for video watching session are sensitive to topic-irrelevant visual shots, while showing another 3-way interaction among topic-relevance, noise and SNR levels, implying that subjects of high noise level are sensitive to topic-irrelevant visual shots only if they are of low SNR level.

문제 해결 학습을 위한 오라클 웹 코스웨어 설계 및 구현 (Design and Implementation of Oracle Web Courseware for Problem Solving Learning)

  • 조도은;이지영
    • 정보학연구
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    • 제5권2호
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    • pp.95-106
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    • 2002
  • 원격 학습 시스템을 구축하고 운영하는 시도가 일부 교육기관을 중심으로 이루어지고 있으나 정보 소양과 관련된 웹 코스웨어가 부족하고 그 내용과 운영에 따르는 기술 또한 미흡한 실정이다. 본 논문은 OCP(Oracle Certified Profession) 문제 중심의 오라클 학습을 원격 학습할 수 있는 웹 코스웨어를 설계하고 구현한 것이다. 본 논문에서는 문제 해결 학습 이론을 기반으로 학습자의 개인차를 고려하며, 교육 현장에서 활용 가능한 실제적인 내용을 선정하여 ASP, DHTML, JAVAScript, VBA, 기술을 사용한 문제 해결형 코스웨어를 갱신이 용이한 구조로 설계 및 구현하였다. 이 코스웨어의 사용으로 첫째, 오라클 학습의 이해도를 높이고 흥미를 유발시킬 수 있으며 둘째, 개인의 능력에 따라 학습 과정을 스스로 조절하며 즉각적인 피드백으로 개별 학습의 효과를 높일 수 있으며 셋째, 통신이 가능한 어느 곳이나 학습자가 학습의 기회를 가질 수 있을 것으로 본다.

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An interaction between cognitive ability and personality on the performance of computer-based group idea generation

  • 정종호
    • 한국정보시스템학회지:정보시스템연구
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    • 제29권2호
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    • pp.265-286
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    • 2020
  • Purpose Among various psychosocial factors, negative social comparison, attention blocking to stimuli, and cognitive interference via information overload are considered most critical in hindering the effective performance improvement of computer-based idea generation. Given that the effect of negative social comparison along with a plausible solution based on the notion of performance feedback and goal setting has been successfully addressed, this study focused on the remaining issues of "attention blocking to stimuli and cognitive interference via information overload" and attempted to find a way to alleviate the effect of such process losses on performance. Design/methodology/approach A 2 × 4 between-subjects design was used, crossing cognitive ability (high and low) and personality (extroversion and introversion). Five subjects per each treatment were randomly selected to make the sample size equal. The group simulator was used to measure individual-level performance. The dependent variables were the quantity of and quality score of ideas. The manner by which these performance measures were operationalized was consistent with prior studies. An additional analysis using the number of diverse ideas was also conducted. Findings Three arguments were made in this study: (1) high cognitive individuals would perform better than low cognitive individuals, (2) extraverted individuals would perform better than introverted individuals, and (3) cognitive ability and personality would interact such that individuals in Q1 would have the highest performance. Cognitive ability had an effect on quality not quantity. Personality had an effect on both quantity and quality. An interaction between cognitive ability and personality was not found due to small sample size despite the use of the group simulator.

IEEE 802.11a WLAN 기반 MIMO-OFDM 시스템에서 ARQ를 이용한 간단한 적응변조 기법 (A Simple AMC Technique using ARQ for a MIMO-OFDM System based on IEEE 802.11a WLANs)

  • 유승연;김경연;이충용;홍대식;박현철
    • 대한전자공학회논문지TC
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    • 제41권7호
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    • pp.1-8
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    • 2004
  • 본 논문에서는 IEEE 802.11a OFDM(Orthogonal Frequency Division Multiplexing) 기반의 MIMO(Multiple Input Multiple Output) 시스템에서 별도의 피드백 채널 없이 ARQ(Automatic Repeat Request) 신호를 이용한 적응변조 기법을 제안한다. 제안한 기법은 일정수의 ACK(Acknowledgement)를 수신하면 이전 패킷의 변조단계로부터 변조 단계를 올리고 일정수의 NACK(Non-acknowledgement)를 수신하면 변조단계를 낮춤으로써 최적의 변조율을 추정하는 기술로 간단하고 빠른 수렴 속도를 갖는 장점이 있다. MIMO 시스템 기반의 본 논문에서는 모든 안테나의 전송률을 동일하게 조절하는 SRC(Same Rate Control)기법과 안테나별로 독립적으로 전송률을 조절하는 IRC(Individual Rate Control) 기법을 제안한다. 다양한 모의실험을 통하여 제안한 적응변조 기법들이 변조 방식이 고정된 기법뿐 아니라 기존의 ARQ를 이용하는 적응변조 기법에 비해서도 좋은 전송 효율을 나타냄을 확인하였다.

공간환경계획 측면에서의 환경보전계획의 문제점 및 개선방안 (Problems of Environmental Conservation Planning and its Improvement in Aspects of Spatial Environmental Planning)

  • 최희선;성현찬;엄정희
    • 한국환경복원기술학회지
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    • 제13권5호
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    • pp.123-134
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    • 2010
  • Environmental conservation planning as set forth in the "Framework Act for Environmental Policy" is a representative planning that demands linkages with spatial development planning like urban master plan. However, despite the intentions and efforts of government (including revision of relevant guidelines etc.), controversy still continues regarding the efficacy of environmental conservation planning in respect of its linkages to spatial development planning. Accordingly, this study was devised to examine existing issues and produce proposals for improvement in ensuring the efficacy of environmental conservation planning by local governments. This study focused in particular on the establishment of spatial environmental plans as suggested in the guidelines of the Ministry of Environment for the purposes of strengthening the efficacy of environmental conservation planning. Based of questionnaires for relevant officials of local governments, the study found that although local governments with established current spatial environmental plans are not numerous, the need for establishment of spatial environmental plans were high in terms of the applicability of environmental conservation and spatial plans. Furthermore, this study also confirmed through analysis of questionnaires data, archival research and case study research that there were a number of salient issues including an overly access and program centered planning method based on individual pollution sources and individual post factor measures in the planning aspect, a lack of usable spatial information in the application of spatial environmental information, and inadequate connections with spatial development planning in respect of linkages with other plans. Under these circumstances, various proposals for improvement were presented including the establishment of contents in environmental conservation planning for each urban master planning item from the standpoint of planning, strengthening of basic environmental surveys for spatial planning and preparation of applicable proposals from the perspective of leveraging of spatial environmental information, and systematic improvements that can enable mutual consideration through feedback between environmental conservation planning and urban master planning from the perspective of connections with spatial planning.

전기자극 변조방식이 체성감각에 미치는 영향 (Effects of Modulation Type on Electrically-Elicited Tactile Sensation)

  • 황선희;아라 조샨;송동진;배태수;박상혁;강곤
    • 한국정밀공학회지
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    • 제29권7호
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    • pp.711-716
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    • 2012
  • The purpose of this study was to investigate how the modulation method affects the effectiveness of eliciting tactile sensations by electrical stimulation. Two methods were employed and the results were compared and analyzed; pulse amplitude modulation (PAM) and pulse width modulation (PWM). Thirty-five healthy subjects participated in the experiments to measure the stimulation intensity that began to elicit a tactile sensation - activation threshold (AT). Constant-current monophasic rectangular pulse trains were employed, and the stimulation intensity was varied from zero until the subject felt any uncomfortable sensation. The step size of the stimulation intensity was 100nC/pulse. After each experiment, the subject described the sensation both quantitatively and qualitatively. The two modulation methods did not make a significant difference as far as the AT values were concerned, but most of the subjects showed 'intra-individual' consistency. Also, it was confirmed that our range of the stimulation parameters enabled us to obtain three major tactile sensations; tickling, pressure and vibration. The results suggested that the stimulation parameters and the modulation type should be selected for each individual and that selective electrical stimulation of the mechanoreceptors needs more diversified researches on the electrode design, multi-channel stimulation protocol, waveforms of the pulse train, etc.

The Early Induction of Suppressor of Cytokine Signaling 1 and the Downregulation of Toll-like Receptors 7 and 9 Induce Tolerance in Costimulated Macrophages

  • Lee, Hyo-Ji;Kim, Keun-Cheol;Han, Jeong A;Choi, Sun Shim;Jung, Yu-Jin
    • Molecules and Cells
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    • 제38권1호
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    • pp.26-32
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    • 2015
  • Toll-like receptors (TLR) 7 and 9 transduce a cellular signal through the MyD88-dependent pathway and induce the production of inflammatory mediators against microbial nucleotide components. The repeated stimulation of TLR4 leads to endotoxin tolerance, but the molecular mechanisms of tolerance induced through the costimulation of individual TLR has not yet been established, although endosomal TLRs share signaling pathways with TLR4. In the present study, mouse macrophages were simultaneously stimulated with the TLR7 agonist, gardiquimod (GDQ), and the TLR9 agonist, CpG ODN 1826, to examine the mechanism and effector functions of macrophage tolerance. Compared with individual stimulation, the costimulation of both TLRs reduced the secretion of TNF-${\alpha}$ and IL-6 through the delayed activation of the NF-${\kappa}B$ pathway; notably, IL-10 remained unchanged in costimulated macrophages. This tolerance reflected the early induction of suppressor of cytokine signaling-1 (SOCS-1), according to the detection of elevated TNF-${\alpha}$ secretion and restored NF-${\kappa}B$ signaling in response to the siRNA-mediated abrogation of SOCS-1 signaling. In addition, the restimulation of each TLRs using the same ligand significantly reduced the expression of both TLRs in endosomes. These findings revealed that the costimulation of TLR7 and TLR9 induced macrophage tolerance via SOCS-1, and the restimulation of each receptor or both TLR7 and TLR9 downregulated TLR expression through a negative feedback mechanisms that protects the host from excessive inflammatory responses. Moreover, the insufficient and impaired immune response in chronic viral infection might also reflect the repeated and simultaneous stimulation of those endosomal TLRs.

Relationship between Low-level Clouds and Large-scale Environmental Conditions around the Globe

  • Sungsu Park;Chanwoo Song;Daeok Youn
    • 한국지구과학회지
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    • 제43권6호
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    • pp.712-736
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    • 2022
  • To understand the characteristics of low-level clouds (CLs), environmental variables are composited on each CL using individual surface observations and six-hourly upper-air meteorologies around the globe. Individual CLs has its own distinct environmental conditions. Over the eastern subtropical and western North Pacific Ocean in JJA, stratocumulus (CL5) has a colder sea surface temperature (SST), stronger and lower inversion, and more low-level cloud amount (LCA) than the climatology whereas cumulus (CL12) has the opposite characteristics. Over the eastern subtropical Pacific, CL5 and CL12 are influenced by cold and warm advection within the PBL, respectively but have similar cold advection over the western North Pacific. This indicates that the fundamental physical process distinguishing CL5 and CL12 is not the horizontal temperature advection but the interaction with the underlying sea surface, i.e., the deepening-decoupling of PBL and the positive feedback between shortwave radiation and SST. Over the western North Pacific during JJA, sky-obscuring fog (CL11), no low-level cloud (CL0), and fair weather stratus (CL6) are associated with anomalous warm advection, surface-based inversion, mean upward flow, and moist mid-troposphere with the strongest anomalies for CL11 followed by CL0. Over the western North Pacific during DJF, bad weather stratus (CL7) occurs in the warm front of the extratropical cyclone with anomalous upward flow while cumulonimbus (CL39) occurs on the rear side of the cold front with anomalous downward flow. Over the tropical oceans, CL7 has strong positive (negative) anomalies of temperature in the upper troposphere (PBL), relative humidity, and surface wind speed in association with the mesoscale convective system while CL12 has the opposite anomalies and CL39 is in between.

정신건강 위험 예측 및 관리를 위한 멘탈 헬스케어 디지털 트윈 기술 연구 (Mental Healthcare Digital Twin Technology for Risk Prediction and Management)

  • 양세모;이강윤
    • 한국빅데이터학회지
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    • 제7권1호
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    • pp.29-36
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    • 2022
  • 감정 노동 및 서비스업 종사자의 급격한 증가에 따른 감정노동자의 스트레스 및 우울증 유병률이 증가하고 있다. 하지만, 현재 감정노동자의 정신건강 관리는 스트레스 상황 당시의 정서반응을 고려하기 어렵고 개인의 기저 상태가 반영되지 않아 기존 정신건강 관리의 한계가 존재한다. 본 연구에서는 개인 맞춤형 스트레스 위험 관리 솔루션인 멘탈 헬스케어 디지털 트윈 솔루션 기술을 제시한다. 감정노동으로 인한 정신건강 위험 관리를 위해, 정서/신체반응 및 환경 등의 개인별 스트레스 위험요인을 다양한 모달리티로 추출하고 가상 공간에서 동적 객체의 동기화/모델링을 통하여 스트레스 위험도를 정밀 예측하는 솔루션 탐색 시뮬레이션을 수행한다. 사용자에게 맞는 인터벤션을 제공하여, 감정노동자의 환경에 맞게 모달리티와 객체의 구성이 가능하고 사용자의 피드백에 따라 개선 가능한 개인 맞춤형 정신건강 위험 예측을 위한 멘탈 헬스케어 디지털 트윈 솔루션을 제공한다.

DYNAMIC ANALYSIS OF ATTENDANCE BEHAVIOR WITHIN CONSTRUCTION CREWS

  • Seungjun Ahn;Sungjoo Hwang;SangHyun Lee;Ian R. Gellatly;Moonseo Park
    • 국제학술발표논문집
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    • The 5th International Conference on Construction Engineering and Project Management
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    • pp.539-545
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    • 2013
  • Although individual-level factors (e.g., attitudes, personality) have long been associated with day-to-day attendance decisions, increasingly researchers have recognized "the social nature of attendance dynamics and their susceptibility to social control (Johns, 2008)." Implications of this social approach for research would be to focus attention on the causes and effects of absence culture (i.e., absence-related perceptions, beliefs, values), and the effects of absence culture on individual and group attendance within social units. Construction projects typically require workers to work in teams or crews on highly interdependent projects, and, thus, are particularly relevant contexts to study absence culture. In this paper we apply a system dynamics (SD) model to study absence culture by utilizing the advantages of SD in capturing a feedback process and state changes. We were particularly interested in: (a) the awareness of social norms within construction crews that pertained to attendance, (b) the interplay between formal attendance rules (policy) and these social norms, and (c) how these sources of influence affected the decision-making process of construction crew members. We expect that the results of this work will help construction organizations evaluate (or re-consider) the effects of their attendance control policies (e.g., timing, strength, and frequency) within a social context. Moreover, our findings suggest that the key to reducing excessive absences might be to invest time in influencing absence culture directly rather than imposing frequent and strict regulations - which, in turn, may inadvertently fortify a culture that works against the organization's interests.

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