• 한방재활의학과학회지
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• 제18권3호
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• pp.119-132
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• 2008

Objectives : The purpose of this study was to know the characteristics of Skin Resistance Variability(SRV) in the traffic accident patients prescribed Dangkisoo-san(Dangguixu-san). Methods : 65 traffic accident patients were selected from those who took the Skin Resistance Variability(SRV) test in Oriental Medical Hospital of Sang-Ji University from March 2007 to January 2008. The traffic accident patients were prescribed Dangkisoo-san(Dangguixu-san). Mean values of factor AA on skin resistance variability of the traffic accident patients were analyzed. Results and Conclusions : The mean values of electrodermal activity of preexamination was higher than those of postexamination in all areas except 3 area in 2nd measurement. In most cases, the gap of electrodermal activity between preexamination and postexamination within the female group was higher than those of the male group. In most cases, the gap of electrodermal activity between preexamination and postexamination within the more than 21 days group was higher than those of the 20days and less group. In most cases, the gap of electrodermal activity between preexamination and postexamination within the 36 years old group was higher than those of the 35years old and less group. Dangkisoo-san(Dangguixu-san) will be more effective for acute and strong traffic accident patients than chronic and weak traffic accident patients. So, further studies will be needed.

• International Journal of Computer Science & Network Security
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• 제23권11호
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• pp.99-109
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• 2023

The darknet is frequently referred to as the hub of illicit online activity. In order to keep track of real-time applications and activities taking place on Darknet, traffic on that network must be analysed. It is without a doubt important to recognise network traffic tied to an unused Internet address in order to spot and investigate malicious online activity. Any observed network traffic is the result of mis-configuration from faked source addresses and another methods that monitor the unused space address because there are no genuine devices or hosts in an unused address block. Digital systems can now detect and identify darknet activity on their own thanks to recent advances in artificial intelligence. In this paper, offer a generalised method for deep learning-based detection and classification of darknet traffic. Furthermore, analyse a cutting-edge complicated dataset that contains a lot of information about darknet traffic. Next, examine various feature selection strategies to choose a best attribute for detecting and classifying darknet traffic. For the purpose of identifying threats using network properties acquired from darknet traffic, devised a hybrid deep learning (DL) approach that combines Recurrent Neural Network (RNN) and Bidirectional LSTM (BiLSTM). This probing technique can tell malicious traffic from legitimate traffic. The results show that the suggested strategy works better than the existing ways by producing the highest level of accuracy for categorising darknet traffic using the Black widow optimization algorithm as a feature selection approach and RNN-BiLSTM as a recognition model.

• 한국도로학회논문집
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• 제14권4호
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• pp.163-173
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• 2012

PURPOSES : The purpose of this study is to check the possibilities of traffic pattern analysis using MatSIM for urban road network operation in incident case. METHODS : One of the stochastic dynamic models is MatSIM. MatSIM is a transportation simulation tool based on stochastic dynamic model and activity based model. It is an open source software developed by IVT, ETH zurich, Switzerland. In MatSIM, various scenario comparison analyses are possible and analyses results are expressed using the visualizer which shows individual vehicle movements and traffic patterns. In this study, trip distribution in 24-hour, traffic volume, and travel speed using MatSIM are similar to those of measured values. Therefore, results of MatSIM are reasonable comparing with measured values. Traffic patterns are changed according to incident from change of individual behavior. RESULTS : The simulation results and the actual measured values are similar. The simulation results show reasonable ranges which can be used for traffic pattern analysis. CONCLUSIONS : The change of traffic pattern including trip distribution, traffic volumes and speeds according to various incident scenarios can be used for traffic control policy decision to provide effective operation of urban road network.

• 한국산업융합학회 논문집
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• 제5권1호
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• pp.53-64
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• 2002

The purpose of this study was to predict the future urban activities effectively and rationally. For the purpose, a simulation model, based on SD, was built by integrating economic activities, land use and traffic of a city and by dividing Daegu Metropolitan City into seven districts and one county. To identify the effect of the development of a new city in the Dalsung County area, the future population and traffic volume of the city were predicted, using the model. The results are summarized as follows. The future population according to the development of a new city in the Dalsung County area was predicted, and the effects before and after the development twenty years later were compared. The future population of the Dalsung County was found to have slightly increased, whereas that of the adjoining Dalsuh Metropolitan District was found to has slightly decreased. For the other districts, there were no changes of the future population. It was found, therefore, that the development of a new city would have no effect on other districts. Then, the traffic volume according to the development of a new city in the Dalsung County area was also predicted. It was found that in the initial stage the traffic volume would increase with the increase in population of Dalsung County. It was predicted that particularly,. the traffic volume for the purpose of business would greatly increase. The traffic volume of Dalsuh Metropolitan District showed a slight decrease, whereas for the other districts, there were no changes of the traffic volume.

• 시큐리티연구
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• 제7호
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• pp.155-189
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• 2004

The mission of the police as described by law is to guard the life, body and property of all citizens. Such duties should be accurately performed based on legal and democratic procedures because the works of the police are directively influencing the overall lives of the citizens by restricting their freedom. We are frequently watching the traffic police on the street or road. Traffic policing aims to reduce crime and the opportunities for criminal activity in relation to the use of roads, that is to improve road user behavior in order to reduce accidents. The characteristics of traffic accident change is not similar in each traffic condition. The purpose of this study is to analysis a type characteristics of traffic accident change, such as number of deaths and wounded persons by the time, the vehicle, the type the road, the age group. Based on the characteristics of traffic accident change, traffic accident countermeasures are proposed, in which some variable of traffic policies such as traffic facilities, traffic regulation, and traffic safety education.

• 한국철도학회:학술대회논문집
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• 한국철도학회 2007년도 춘계학술대회 논문집
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• pp.959-963
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• 2007

After the year of 2000, the need of safety increases in field of railroad. The project for developing Integrated Centralized Traffic Control(CTC) center started at 2002 to control the full domestic railroad network. A traffic control software was required the safety activity and assessment, according to 'KORAIL Instruction number 2001-49'. There were many trials and errors to perform safety activity because the technology and recognition of safety activity is in primary stage. However the safety activities are gradually stabilized. This paper describes the safety life-cycle and development life-cycle of Integrated CTC S/W and a suitable life-cycle of safety to develop S/W of Integrated CTC.

• 한국ITS학회 논문지
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• 제22권6호
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• pp.32-48
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• 2023

자율주행기술의 발달은 점차 개인화된 통행을 유도하며, 자율주행차량으로의 전환으로 인한 도로운영 측면에서 교통 영향력은 개인차량을 이용한 수요에 의해 가장 큰 영향력을 받는다. 따라서, 교통 영향력 검토를 위해서는 개인통행특성 이해를 기반한 통행발생량 산정이 필요하다. 개인 통행특성 반영이 가능한 Activity-based model(ABM)은 개인의 모든 이동을 다루므로 통행과 통행 사이의 관계에 대한 이해가 선행되어야 한다. 하지만, ABM은 실제 수요예측에서 데이터 구득문제와 같이 많은 한계점이 있다. 따라서, 본 연구에서는 가구통행실태조사자료를 기반으로 통행간 관계를 설명할 수 있는 Tour-based 모형을 활용하였다. 또한, 샘플조사 자료의 전수화를 위해 차량등록대수 및 인구수 데이터를 활용하여 개인차량발생량 보정방안을 제시하였다. 통행발생량 분석결과, KTDB와 비교하였을 때 본 연구에서 전체통행발생량은 약 13% 높았으며, 업무통행의 경우 약 9% 차이로 합리적인 오차수준으로 분석되었다. 결과적으로 본 연구의 궁극적인 목표인 도로운영 측면의 자율주행차량 도입에 따른 수요예측을 위해 Activity-based 모형 구축에 앞서 개인통행특성을 반영할 수 있는 Tour를 기반으로 발생량 보정방안으로 활용될 수 있다.

• 한국환경보건학회지
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• 제30권3호
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• pp.283-292
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• 2004

Valid evaluation of community reaction to road-traffic noise exposure is important for the policy making and quality of life. The purpose of this study is to evaluate the relationship between community reaction and nighttime road-traffic noise. The study measured nighttime roadside noise caused by high traffic which is greater than LAeq(22:00-07:00) 65dB(A) and lower than 65dB(A) at Chonju city, from March to April, 2003. Three hundred sixty seven subjects, aged from 20 to 65, were selected from those who are residing close to the major roads. They were asked to answer the questions regarding noise source, stress(PWI-SF), annoyance, disturbance of specific activity, disturbance of sleep, somatic symptom, and four suggested confounding factors. The relationship between annoyance, somatic symptom and noise exposure was not significant. Adjusted odds ratio(95% C.I.) for disturbance of communication　 and disturbance of attention and rest　 were 1.59(1.03-2.71), 1.64(1.06-2.81), respectively. On the other hand sleep disturbance　 was indicated as 1.34(0.77-2.32). The results suggested that federal policy-making about road-traffic noise should consider community reaction evaluated by various perspective including annoyance, disturbance of specific activity, disturbance of sleep, and confounding factors.

• The Journal of the Acoustical Society of Korea
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• 제15권4E호
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• pp.58-64
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• 1996

The aims of this study were to investigate the covariation between the extent of activity disturbances and general annoyance, and to study the relation between the extent of annoyance reactions and noise sensitivity. This paper presents a description of a model developed by taking into account self-rated noise sensitivity and noise rating(i,e., annoyance) for road traffic. The results indicate that there are large variations in noise sensitivity which is independent on the level of noise. It is also found that the extent of all activity disturbances decreased with decreased general annoyance. The paper suggests a normative approach to predicting individual's reaction to noise exposure, based on a periodically observed relationship between the prevalence of activity disturbance and annoyance. The model also predicts a road traffic-noise adaptatin level for each individual.

• 한국게임학회 논문지
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• 제12권6호
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• pp.5-14
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• 2012

일상생활을 살아나가면서 발생하는 안전사고 중에 어린이에게 가장 위협적인 사고는 보행 중 발생하는 교통사고이다. 사고발생 후의 대책이나 처리보다 사고를 미연에 방지하기 위해 어린이 스스로 몸을 유지할 수 있는 안전에 대한 바른 습관 및 태도를 형성시켜주는 교통안전 교육이 강조되야 한다. 본 논문에서는 기능성게임으로서 교통안전교육을 가장 효율적으로 학습할 수 있는 방안의 하나로 어린이의 몸을 활용해 교통안전 준수체험 교육훈련을 할 수 있는 체감형 교통안전교육게임을 설계해보고 3차원 동작인식기술을 다양한 기능성게임에 적용할 수 있는 가능성을 제시하였다.