과제정보
본 과제(결과물)은 교육부와 한국연구재단의 재원으로 지원을 받아 수행된 디지털 신기술 인재양성 혁신공유대학사업의 연구 결과입니다.
참고문헌
- An, H. and Lee, S.(2015), "The analysis of data structure to digital forensic of dashboard camera", Journal of the Korea Institute of Information Security & Cryptology, vol. 25, no. 6, pp.1495-1502. https://doi.org/10.13089/JKIISC.2015.25.6.1495
- Char, F. and Serre, T.(2020), "Analysis of pre-crash characteristics of passenger car to cyclist accidents for the development of advanced drivers assistance systems", Accident Analysis & Prevention, vol. 136, 105408. https://doi.org/10.1016/j.aap.2019.105408
- Chen, T., Shi, X. and Wong, Y. D.(2019), "Key feature selection and risk prediction for lane-changing behaviors based on vehicles' trajectory data", Accident Analysis & Prevention, vol. 129, pp.156-169. https://doi.org/10.1016/j.aap.2019.05.017
- Cryer, P. C., Westrup, S., Cook, A. C., Ashwell, V., Bridger, P. and Clarke, C.(2001), "Investigation of bias after data linkage of hospital admissions data to police road traffic crash reports", Injury Prevention, vol. 7, no. 3, pp.234-241. https://doi.org/10.1136/ip.7.3.234
- Econovill, http://www.econovill.com/news/articleView.html?idxno=352294, 2021.11.18.
- Eo, H., Xu, G. and Lee, S.(2019), "Effective Multimodal Design for Safe Hand Over in Autonomous Vehicles: With a Focus on Avoiding Accident Scenarios", Journal of the Human Computer Interaction Society of Korea, vol. 13, no. 3, pp.21-28.
- Ha, M. and Ahn, H.(2019), "A Machine Learning-Based Vocational Training Dropout prediction Model Considering Structured and Unstructured Data", The Journal of the Korea Contents Association, vol. 19, no. 1, pp.1-15. https://doi.org/10.5392/JKCA.2019.19.01.001
- Ha, O. K., Oh, J. T., Won, J. M. and Sung, N. M.(2005), "The study on the accident injury severity using ordered probit model", Journal of Korean Society of Transportation, vol. 23, no. 4, pp.47-55.
- Ha, W. S. and Han, S. Y.(2003), "Establishment of Important Impact Parameters of Traffic Accident Reconstruction Program'PC-CRASH'", Journal of Korean Society of Transportation, vol. 21, no. 2, pp.155-164.
- Han, C. P.(2021), "Analysis of vehicle progress before and after a collision using simulation", Journal of the Korea Academia-Industrial Cooperation Society, vol. 22, no. 1, pp.402-408.
- Hur, Y., Lee, C., Kim, G. and Lim, H.(2019), "Topic Automatic Extraction Model based on Unstructured Security Intelligence Report", Journal of the Korea Convergence Society, vol. 10, no. 6, pp.33-39. https://doi.org/10.15207/JKCS.2019.10.6.033
- Hwang, G. S., Choe, J. S., Kim, S. Y., Heo, T. Y., Jo, W. B. and Kim, Y. S.(2010), "Freeway Crash Frequency Model Development Based on the Road Section Segmentation by Using Vehicle Speeds", Journal of Korean Society of Transportation, vol. 28, no. 2, pp.151-159.
- Jeong, H., Kim, H., Park, S., Han, E., Kim, K. H. and Yun, I.(2017), "Prediction of Severities of Rental Car Traffic Accidents using Naive Bayes Big Data Classifier", The Journal of The Korea Institute of Intelligent Transport Systems, vol. 16, no. 4, pp.1-12.
- Jung, K. Y. and Bae, S. H.(2017), "Forecasting of Probability of Accident by Analizing the Traffic Accident Data: Main Intersections on Arterial Roads in Busan", Korean Society of Civil Engineers Journal of Civil and Environmental Engineering Research, vol. 37, no. 1, pp.111-117. https://doi.org/10.12652/Ksce.2017.37.1.0111
- Jung, W. J.(2019), "A Study on the Cause Analysis and Countermeasures of Traffic Accidents-Focused on Chungnam and Sejong Regions", Korea Community Welfare Policy Association, vol. 30, no. 1, pp.143-164.
- Kang, J. G. and Lee, S.(2002), "Traffic accident prediction model by freeway geometric types", Journal of Korean Society of Transportation, vol. 20, no. 4, pp.163-175.
- Kim, G., Lim, J., Park, I., Chun, Y. and Cho, C.(2013), "A Study on Traffic Accident Reconstruction through Vehicle Crash Test", Transactions of the Korean Society of Automotive Engineers, vol. 21, no. 6, pp.58-63. https://doi.org/10.7467/KSAE.2013.21.6.058
- Kim, J. H. and Kim, S. S.(2021), "A Study on the Analysis of Agricultural R&D Keywords Using Textmining Method", Journal of the Korea Academia-Industrial Cooperation Society, vol. 22, no. 2, pp.721-732. https://doi.org/10.5762/KAIS.2021.22.11.721
- Kim, J. U., Nam, G. M., Kim, J. H. and Lee, S. B.(2006), "Development of traffic accidents prediction model with fuzzy and neural network theory", Journal of Korean Society of Transportation, vol. 24, no. 7, pp.81-90.
- Kim, S. H., Jang, J. A. and Choe, G. J.(2005), "A Hierarchical Approach for Diagnose of Safety Performance and Factor Identification for Black Spots (Black on Suwon-city)", Journal of Korean Society of Transportation, vol. 23, no. 1, pp.9-20.
- Kim, Y. Y., Cho, K. H. and Kim, Y.(2020), "Analysis of risk factors for traffic accidents in Daegu area", The Korean Data & Information Science Society, vol. 31, no. 3, pp.503-510. https://doi.org/10.7465/jkdi.2020.31.3.503
- Korea Transport Institute(2017), Estimation of Transport Accident Costs in 2015, pp.62-67.
- Lee, H. R., Kum, K. J. and Son, S. N.(2011), "A study on the factor analysis by grade for highway traffic accident", International Journal of Highway Engineering, vol. 13, no. 3, pp.157-165. https://doi.org/10.7855/IJHE.2011.13.3.157
- Lee, J. Y., Chung, J. H. and Son, B. S.(2008), "Analysis of traffic accident severity for Korean highway using structural equations model", Journal of Korean Society of Transportation, vol. 26, no. 2, pp.17-24.
- Lee, S. B., Han, D. H. and Lee, Y. I.(2015), "Development of freeway traffic incident clearance time prediction model by accident level", Journal of Korean Society of Transportation, vol. 33, no. 5, pp.497-507. https://doi.org/10.7470/jkst.2015.33.5.497
- Lee, S. C. and Oh, J. S.(2006), "The understanding of traffic accidents' patterns: The analysis of driver's behavior and location at the moment of traffic accident", The Journal of the Korea Data Analysis Society, vol. 8, no. 6, pp.2457-2471.
- Lee, S. H., Jeung, W. D. and Woo, Y. H.(2012), "Comparative Analysis of Elderly's and Non-Elderly's Human Traffic Accident Severity", The Journal of the Korea Institute of Intelligent Transport Systems, vol. 11, no. 6, pp.133-144. https://doi.org/10.12815/kits.2012.11.6.133
- Nitsche, P., Thomas, P., Stuetz, R. and Welsh, R.(2017), "Pre-crash scenarios at road junctions: A clustering method for car crash data", Accident Analysis & Prevention, vol. 107, pp.137-151. https://doi.org/10.1016/j.aap.2017.07.011
- Park, S. M., Han, E., Hong, Y. S., So, J. H. and Yun, I. S.(2017), "Development of Safety Evaluation Scenarios for Autonomous Vehicles in Community Roads Using a Text Mining Technique", Proceedings of Korea Institute of Intelligent Transport Systems Fall Conference 2017, pp.189-192.
- Park, S., Jeong, H., Kim, K. H. and Yun, I.(2018), "Development of safety evaluation scenario for autonomous vehicle take-over at expressways", The Journal of The Korea Institute of Intelligent Transport Systems, vol. 17, no. 2, pp.142-151. https://doi.org/10.12815/kits.2018.17.2.142
- Park, S., Park, S., Jeong, H., Yun, I. and So, J. J.(2021), "Scenario-mining for level 4 automated vehicle safety assessment from real accident situations in urban areas using a natural language process", Sensors, vol. 21, no. 20, p.6929. https://doi.org/10.3390/s21206929
- Park, S., So, J. J., Ko, H., Jeong, H. and Yun, I.(2019), "Development of Safety Evaluation Scenarios for Autonomous Vehicle Tests Using 5-Layer Format (Case of the Community Road)", The Journal of the Korea Institute of Intelligent Transport Systems, vol. 18, no. 2, pp.114-128. https://doi.org/10.12815/kits.2019.18.2.114
- Rajendran, G., Arthanari, M. and Sivakumar, M.(2011), "GPS Tracking Simulation by Path Replaying", International Journal of Innovative Technology & Creative Engineering, vol. 1, no. 1, pp.20-26.
- Scheurwegs, E., Luyckx, K., Luyten, L., Daelemans, W. and Van den Bulcke, T.(2016), "Data integration of structured and unstructured sources for assigning clinical codes to patient stays", Journal of the American Medical Informatics Association, vol. 23, no. e1, pp.e11-e19. https://doi.org/10.1093/jamia/ocv115
- Shanthi, S. and Ramani, R. G.(2011), "Classification of vehicle collision patterns in road accidents using data mining algorithms", International Journal of Computer Applications, vol. 35, no. 12, pp.30-37.
- Shi, X., Wong, Y. D., Li, M. Z. F. and Chai, C.(2018), "Key risk indicators for accident assessment conditioned on pre-crash vehicle trajectory", Accident Analysis & Prevention, vol. 117, pp.346-356. https://doi.org/10.1016/j.aap.2018.05.007
- Shim, J., Yu, J., Park, J. and Park, B.(2018), Estimation of transport accident costs in 2016, Sejong: The Korea Transport Institute, pp.29-54.
- Sohn, S. Y. and Shin, H. W.(2001), "Data mining for road traffic accident type classification", Ergonomics, vol. 44, pp.107-117. https://doi.org/10.1080/00140130120928
- Song, J. M.(2021), A Study on Efficient Use of Traffic Accident Statistics Tables and Improvement Measures, Master's Thesis, Hanbat National University, pp.56-57.
- Tian, R., Yang, Z. and Zhang, M.(2010), "Method of road traffic accidents causes analysis based on data mining", In 2010 International Conference on Computational Intelligence and Software Engineering, pp.1-4.
- Yoon, J. and Lee, S.(2018), "Analysis of Pedestrian Traffic Accident Factors around the Exclusive Median Bus Lane Station Area: Focused on TAAS (2014-2016) Data in Seoul", Journal of Korea Planning Association, vol. 53, pp.123-142. https://doi.org/10.17208/jkpa.2018.04.53.2.123
- Zhang, D., Yin, C., Zeng, J., Yuan, X. and Zhang, P.(2020), "Combining structured and unstructured data for predictive models: A deep learning approach", BMC Medical Informatics and Decision Making, vol. 20, no. 1, pp.1-11. https://doi.org/10.1186/s12911-019-1002-x