CHENG Yuhang, ZHANG Jianqin, LI Jiangchuan, ZHANG An. Visual Mining and Analysis Method of Text Data in Traffic Accident[J]. Computer Engineering and Applications, 2021, 57(21): 116-122.
[1] 刘伟,陈科全,田宗忠,等.基于密度熵的道路交通事故影响范围分区模型[J].交通运输工程学报,2019,19(6):163-170.
LIU W,CHEN K Q,TIAN Z Z,et al.Partition model of road traffic accident influence area based on density entropy[J].Journal of Traffic and Transportation Engineering,2019,19(6):163-170.
[2] 吴大明.我国重点行业领域重特大事故规律研究[J].中国安全生产科学技术,2018,13(2):36-37.
WU D M.Study on the law of major accidents in key industries in China[J].Journal of Safety Science and Technology,2018,13(2):36-37.
[3] 陆化普,罗圣西,李瑞敏.基于GIS分析的深圳市道路交通事故空间分布特征研究[J].中国公路学报,2019,32(8):156-164.
LU H P,LUO S X,LI R M.GIS-based patterns analysis of urban road traffic crashes in Shenzhen[J].China Journal of Highway and Transport,2019,32(8):156-164.
[4] 郭璘,周继彪,董升,等.基于改进K-means算法的城市道路交通事故分析[J].中国公路学报,2018,31(4):270-279.
GUO L,ZHOU J B,DONG S,et al.Analysis of urban road traffic accidents based on improved K-means algorithm[J].China Journal of Highway and Transport,2018,31(4):270-279.
[5] KANG Y,CHO N C,SON S,et al.Spatiotemporal characteristics of elderly population’s traffic accidents in Seoul using space-time cube and space-time kernel density estimation[J].Plos One,2018,13(5).
[6] 林庆丰,邓院昌.广东省机-非交通事故时空特征与严重程度分析[J].科学技术与工程,2019,19(29):327-332.
LIN Q F,DENG Y C.Analysis on spatial-temporal characteristics and severity of motor vehicle-bicycle accidents in Guangdong province[J].Science Technology and Engineering,2019,19(29):327-332.
[7] 赵丹,马社强,张雨萌,等.农村公路交叉口交通事故特征关联性与风险因素分析[J].中国安全科学学报,2020,30(7):146-151.
ZHAO D,MA S Q,ZHANG Y M,et al.Correlation and risk factors analysis of traffic crash at intersections on rural highways[J].China Safety Science Journal,2020,30(7):146-151.
[8] MUSSONE L,BASSANI M,MASCI P.Analysis of factors affecting the severity of crashes in urban road intersections[J].Accident Analysis & Prevention,2017,103(6):112-122.
[9] 吴伋,江福才,姚厚杰,等.基于文本挖掘的内河船舶碰撞事故致因因素分析与风险预测[J].交通信息与安全,2018,36(3):8-18.
WU J,JIANG F C,YAO H J,et al.An analysis and risk forecasting of inland ship collision based on text mining[J].Journal of Transport Information and Safety,2018,36(3):8-18.
[10] 谭章禄,陈孝慈.基于文本挖掘的煤矿安全隐患管理研究[J].中国安全生产科学技术,2020,16(2):43-48.
TAN Z L,CHEN X C.Research on management of hidden danger in coal mine based on text mining[J].Journal of Safety Science and Technology,2020,16(2):43-48.
[11] 于凤,郑雨晴,郑德权,等.面向选择类题型求解的相似问题发现研究[J].计算机工程与应用,2018,54(15):120-125.
YU F,ZHENG Y Q,ZHENG D L et al.Research on similarity problem discovery for multiple choice questions solving[J].Computer Engineering and Applications,2018,54(15):120-125.
[12] ABDUL M,MUKHTAJ K,NADEEM I,et al.Application of parallel vector space model for large-scale DNA sequence analysis[J].Journal of Grid Computing,2018,17(2):1-12.
[13] BOJANOWSKI P,GRAVE E,JOULIN A,et al.Enriching word vectors with subword information[J].Transactions of the Association for Computational Linguistics,2017,5(1):135-146.
[14] LAI S W,LIU K,HE S Z,et al.How to generate a good word embedding[J].IEEE Intelligent Systems,2016,31(6):5-14.
[15] FABREGAT A,KORNINGER F,VITERI G,et al.Reactome graph database:efficient access to complex pathway data[J].Plos Computational Biology,2018,14(1).