• 제목/요약/키워드: Traffic Accident Analysis

검색결과 795건 처리시간 0.031초

Analysis of User Preference for Designing Real-Time Warning Information (실시간 교통안전 경고정보 제공을 위한 이용자 선호도 분석 연구)

  • Song, Tae-Jin;O, Cheol;O, Ju-Taek
    • Journal of Korean Society of Transportation
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    • 제27권4호
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    • pp.7-16
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    • 2009
  • Provision of advanced warning information is one of the useful countermeasures to prevent traffic accidents. Analysis of user's preference for any information contents would be a backbone in designing more effective warning information systems. This study aimed at deriving more comprehensive and valuable warning information that leads to user's safer driving by conducting a questionnaire survey. In total, 258 people including various age groups and driving experiences participated in the survey. Preferable warning information contents were identified by this study. It is expected that the results would be useful data for providing warning information to drivers.

Comparative Analysis of Marine Accidents in Fishing Activity Protection Zones and Port and Navigation Zones to Improve Fishing Vessel Security (어선 통항 안전 확보를 위한 어업활동보호구역과 항만·항행구역의 해양사고 비교분석)

  • Hyundong Kim;Sangwon Park;Young-soo Park;Dae-won Kim;Gokhan Camliyurt
    • Journal of the Korean Society of Marine Environment & Safety
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    • 제29권2호
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    • pp.118-126
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    • 2023
  • In accordance with the increased demand for ocean use, the Marine Spatial Planning system was introduced to rationally allocate ocean space, under which fishing activity protection zones have been designated to protect fishery activities and promote fishery resource protection. However, fishing vessels that mainly sail in fishing activity protection zones are exposed to risk, such that they account for about 70% of marine accidents that occur in Korea, Proper risk management is thus required. This study aims to analyze marine accidents in fishing activities protection zones and port and navigation zones to secure the safety of fishing vessels passing within fishing activity protection zones. To this end, the traffic volume in marine use zones was investigated, and marine accidents were investigated by ship type, accident type, tonnage, accident cause, and loss of life. Analysis determined that most of the marine accidents per unit area of each type occurred in port and navigation zones, but overall most marine accidents occurred in fishing activity protection zones. In particular, it was found that traffic safety management was necessary because many human accidents occurred.

A Study on the Rollover Behavior of SUV and Collision Velocity Prediction using PC-Crash Program (PC-Crash를 이용한 SUV의 전복사고 거동 및 충돌속도 예측에 관한 연구)

  • Choi, Yong-Soon;Baek, Se-Ryong;Jung, Jong-Kil;Cho, Jeong-Kwon;Yoon, Jun-Kyu
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • 제18권2호
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    • pp.227-235
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    • 2018
  • Along with the recent increase in traffic volume of vehicles, accidents involving rollover of vehicles have been rapidly increased, resulting in an increase casualties. And to prevent this, various technologies such as vehicle crash test equipment and analysis program development have been advanced. In this study, the applied vehicle model is FORD EXPLORER model, and PC-Crash program for vehicle collision analysis is used to predict the rollover accident behavior of SUV and the collision velocity. Compared with the actual rollover behavior of SUV through the FMVSS No 208 regulations, the analysis results showed similar results, the characteristics of the collision velocity and roll angle showed a tendency that the error rate slightly increased after 1000 msec. Then, as a result of considering using the database of NHTSA, it is shown that the rollover accident occur most frequently in the range of the collision velocity of 15~77 km/h and the collision angle of $22{\sim}74^{\circ}$. And it is possible to estimate the vehicle speed and collision time when the vehicle roof is broken by reconstructing the vehicle starting position, the roof failure position and the stop position by applying the actual accident case.

Maritime Safety Tribunal Ruling Analysis using SentenceBERT (SentenceBERT 모델을 활용한 해양안전심판 재결서 분석 방법에 대한 연구)

  • Bori Yoon;SeKil Park;Hyerim Bae;Sunghyun Sim
    • Journal of the Korean Society of Marine Environment & Safety
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    • 제29권7호
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    • pp.843-856
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    • 2023
  • The global surge in maritime traffic has resulted in an increased number of ship collisions, leading to significant economic, environmental, physical, and human damage. The causes of these maritime accidents are multifaceted, often arising from a combination of crew judgment errors, negligence, complexity of navigation routes, weather conditions, and technical deficiencies in the vessels. Given the intricate nuances and contextual information inherent in each incident, a methodology capable of deeply understanding the semantics and context of sentences is imperative. Accordingly, this study utilized the SentenceBERT model to analyze maritime safety tribunal decisions over the last 20 years in the Busan Sea area, which encapsulated data on ship collision incidents. The analysis revealed important keywords potentially responsible for these incidents. Cluster analysis based on the frequency of specific keyword appearances was conducted and visualized. This information can serve as foundational data for the preemptive identification of accident causes and the development of strategies for collision prevention and response.

The Effects Analysis and Model Project on Speed Management in Commerical Area Street (상업지역 생활도로 속도관리 시범운영 및 효과분석)

  • Shim, Kywan-Bho;Heo, Nak-Won
    • International Journal of Highway Engineering
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    • 제13권1호
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    • pp.119-127
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    • 2011
  • The main purpose of this paper is to apply Zone 30 system which is being experimented in advanced country for the solution of controlling the residential street's speed to our country with the consideration of the real condition of our street and traffic and to run this system as an example to analyze the effect and at the same time, analyze the problem and get appropriate preparation for this system to be widespread. The area to run this model project is Goyang City Ilsan-Gu.($0.65km^2$) which is close with the commercial area reflecting the opinion of experts and an on-site verification by the National Police Agency T/F and is having a heavy pedestrian traffic and the risk of pedestrian accident. Firstly we defined residential street and residential street area to review the system and devided the residential street type to establish a plan of operation. Afterwards, we thoroughly examined the model project area and analyzed the problem and solution. We finally completed establishing a facilities by conference with a local autonomous entity with the improvement of facility's sketch at the analysis of the model project area. The result of effects analysis which we devided after and before of establishment is that vehicle speed be reduced 5~15km/h, and traffic accidents has decreased by 24 percent.

A Study on Design and Implementation of Driver's Blind Spot Assist System Using CNN Technique (CNN 기법을 활용한 운전자 시선 사각지대 보조 시스템 설계 및 구현 연구)

  • Lim, Seung-Cheol;Go, Jae-Seung
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • 제20권2호
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    • pp.149-155
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    • 2020
  • The Korea Highway Traffic Authority provides statistics that analyze the causes of traffic accidents that occurred since 2015 using the Traffic Accident Analysis System (TAAS). it was reported Through TAAS that the driver's forward carelessness was the main cause of traffic accidents in 2018. As statistics on the cause of traffic accidents, 51.2 percent used mobile phones and watched DMB while driving, 14 percent did not secure safe distance, and 3.6 percent violated their duty to protect pedestrians, representing a total of 68.8 percent. In this paper, we propose a system that has improved the advanced driver assistance system ADAS (Advanced Driver Assistance Systems) by utilizing CNN (Convolutional Neural Network) among the algorithms of Deep Learning. The proposed system learns a model that classifies the movement of the driver's face and eyes using Conv2D techniques which are mainly used for Image processing, while recognizing and detecting objects around the vehicle with cameras attached to the front of the vehicle to recognize the driving environment. Then, using the learned visual steering model and driving environment data, the hazard is classified and detected in three stages, depending on the driver's view and driving environment to assist the driver with the forward and blind spots.

Experience of Frailty in Korean Elderly: A Phenomenological Study Utilizing the Colaizzi Method (한국 노인의 허약 경험: Colaizzi의 현상학적 방법으로)

  • Park, Jin Kyoung
    • Journal of Korean Academy of Nursing
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    • 제47권4호
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    • pp.562-574
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    • 2017
  • Purpose: This study attempts to explore the subjective experience of frailty among elderly individuals in Korea. Methods: From June to August in 2014, 11 elderly persons who had experienced frailty in a community were interviewed. For data analysis, the method suggested by Colaizzi was applied as a phenomenological method. Results: According to the analysis, the study participants' frailty process was structured in seven categories: (a) 'natural phenomenon with ageing,' (b) 'life force comes to an end,' (c) 'the light in my heart turns off,' (d) 'unavoidable situation,' (e) 'continuous and connected vicious cycle,' (f) 'the limit of recovery energy already passes,' and (g) 'life is supported by someone's help.' Conclusion: The frailty experience in the participants is a natural process of aging, which cause vicious cycle acting with each other among physical, psychological, and social health. It is said that the cycle of frailty was started from weight loss and insufficient sleep, and boostered by pain. The participants from repetition of the vicious cycle become exhausted and pass the threshold of their recovery energy at some points. If they meet with sudden accidents such as falling, traffic accident and so on, they become to live a dependent life supported by someone's help in a moment. To prevent frailty and worsening conditions in Korean elderly individuals, it is recommended to provide a interventional programs using this study's results.

Clinical Evaluation of Chest Trauma - Analysis for 97 cases - (흉부외상의 임상적 고찰)

  • 정원상
    • Journal of Chest Surgery
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    • 제21권2호
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    • pp.307-315
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    • 1988
  • A clinical analysis was performed on 97 cases of chest injuries experienced at Department of Thoracic and cardiovascular Surgery, Armed Forces Capital Hospital during 2 years period from 1986 to 1988. Of 97 patients of chest trauma, 39 cases were result from penetrating injuries whereas 58 cases were from non-penetrating injuries, and there were 77 cases of hemothorax and / or pneumothorax, 47 of rib fracture, 8 of foreign body, 6 scapular and clavicle fracture, 5 of diaphragmatic injuries, 4 of paraplegia. The majority of chest injuries were encounted in the age group between 21 and 30 years-old, mean age was 25.9 years-old and all cases were male except one. Gun-shot wound was the most common cause in the penetrating injuries and the majority of non-penetrating chest injury patients were traffic accident and fist or kick accounted for next. The principles of therapy for chest trauma were rapid expansion of the lung by closed thoracostomy[45 cases] and thoracentesis only[3 cases] but thoracotomy done at 27 cases because of massive bleeding or intrapleural hematoma, foreign body, cardiac injury, diaphragmatic injury and bronchial rupture. The over-all mortality was 2.07 percent[2 cases among all], a case was from penetrating injuries and another was from non-penetrating injuries.

A study on the current status of prehospital emergency care for pregnant women, knowledge related to pregnant women, and self-confidence in emergency care among paramedics (119 구급대원의 임산부 응급처치 실태 및 임산부에 대한 지식과 응급처치 수행자신감에 대한 연구)

  • Park, Jong-Min;Cho, Keun-Ja
    • The Korean Journal of Emergency Medical Services
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    • 제24권2호
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    • pp.133-153
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    • 2020
  • Purpose: This study aimed to identify the status of emergency care of pregnant women transported by paramedics, to analyze the knowledge of paramedics related to pregnant women and their self-confidence in emergency care, and to provide foundational data to improve the quality of emergency care for pregnant women. Methods: We received a total of 1,798 rescue logs from 119 paramedics, who had transported pregnant women, in I city from January 1, 2016 to December 31, 2018. For survey analysis, we used the 164 questionnaires received from these paramedics from June 15 to August 14, 2019. Results: The analysis of the rescue logs revealed that 85.5% (1,537 individuals) either had disease symptoms or were pregnant, whereas only 14.5% (261 individuals) had traffic accidents or accident-related injuries. The mean knowledge of the paramedics related to pregnant women was 23.73 (±2.98) points, and the mean self-confidence in emergency care was 3.19 (±0.74) points. Knowledge of the paramedics about pregnant women and their self-confidence in emergency care of these women had a statistically significant positive correlation (r=.306, p=.000). Conclusion: Paramedics should be provided theoretical and practical training through various programs about the emergency care of pregnant women.

Risk Analysis for Collision of Multiple Vessels or Obstacles using Fuzzy Logic in Maritime (퍼지 로직을 이용한 해상에서의 다중 선박 또는 장애물 충돌 위험도 분석)

  • Lee, Han-Wool;Cho, Hong-Rae;Park, Jang-Sik;Kim, Hyun-Tae;Yu, Yun-Sik
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 한국해양정보통신학회 2011년도 추계학술대회
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    • pp.487-488
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    • 2011
  • As the increase in maritime traffic and leisure, the marine accident risk has increased in the domestic coast. In this paper, we propose how to analysis for risk of collision between a small vessel and to close multiple vessels or obstacles using fuzzy logic in maritime. the speed of aboard vessel, the number of obstacle within radius 1km and the number of obstacle within 15 degrees left and right are considered as fuzzy sets.

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