{"title":"基于决策树算法的道路交通事故因素分析——以阿尔及利亚为例","authors":"Ouennoughi Nedjmedine, Mehenni Tahar","doi":"10.1109/ISIA55826.2022.9993530","DOIUrl":null,"url":null,"abstract":"Road accidents become a worldwide health issue. With the enormous number of death and injuries, this problem pushes governments to create solutions to reduce those statistics. One of the solving ways is using machine learning algorithms, and with the data collected from road accidents, we can increase traffic safety. In this research, we use a decision tree model to analyze road accidents that happened in Algeria. Then, we do a comparison with some similar works using accuracy as a performance evaluation metric. This work can help government and traffic safety entities to improve road safety and minimize the number of accidents, also, it can help other researchers to develop other models in the analysis of traffic accidents in Algeria and other countries.","PeriodicalId":169898,"journal":{"name":"2022 5th International Symposium on Informatics and its Applications (ISIA)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Analysis of road accident factors using Decision Tree Algorithm: a case of study Algeria\",\"authors\":\"Ouennoughi Nedjmedine, Mehenni Tahar\",\"doi\":\"10.1109/ISIA55826.2022.9993530\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Road accidents become a worldwide health issue. With the enormous number of death and injuries, this problem pushes governments to create solutions to reduce those statistics. One of the solving ways is using machine learning algorithms, and with the data collected from road accidents, we can increase traffic safety. In this research, we use a decision tree model to analyze road accidents that happened in Algeria. Then, we do a comparison with some similar works using accuracy as a performance evaluation metric. This work can help government and traffic safety entities to improve road safety and minimize the number of accidents, also, it can help other researchers to develop other models in the analysis of traffic accidents in Algeria and other countries.\",\"PeriodicalId\":169898,\"journal\":{\"name\":\"2022 5th International Symposium on Informatics and its Applications (ISIA)\",\"volume\":\"4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-11-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 5th International Symposium on Informatics and its Applications (ISIA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISIA55826.2022.9993530\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 5th International Symposium on Informatics and its Applications (ISIA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISIA55826.2022.9993530","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Analysis of road accident factors using Decision Tree Algorithm: a case of study Algeria
Road accidents become a worldwide health issue. With the enormous number of death and injuries, this problem pushes governments to create solutions to reduce those statistics. One of the solving ways is using machine learning algorithms, and with the data collected from road accidents, we can increase traffic safety. In this research, we use a decision tree model to analyze road accidents that happened in Algeria. Then, we do a comparison with some similar works using accuracy as a performance evaluation metric. This work can help government and traffic safety entities to improve road safety and minimize the number of accidents, also, it can help other researchers to develop other models in the analysis of traffic accidents in Algeria and other countries.