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Ratemaking Model of Usage Based Insurance Based on Driving Behaviors Classification

Authors :
Zhishuo Liu
Mengjun Hao
Fang Tian
Source :
International Journal of Crowd Science, Vol 6, Iss 2, Pp 98-109 (2022)
Publication Year :
2022
Publisher :
Tsinghua University Press, 2022.

Abstract

Based on the present situation of usage based insurance (UBI) research and application, this paper puts forward the UBI rating model based on driving behavior classification, and applies the technology of data mining to the evaluation of driving behavior. The actual driving behavior data and the risk data of 400 drivers are used as experimental data. Finally, an example shows that the driving behavior classification model is superior to the driving behavior score model for the identification of accident risk, which can make UBI rate more scientific and reasonable.

Details

Language :
English
ISSN :
23987294
Volume :
6
Issue :
2
Database :
Directory of Open Access Journals
Journal :
International Journal of Crowd Science
Publication Type :
Academic Journal
Accession number :
edsdoj.392a7e3681bb44b482085fdc31df4386
Document Type :
article
Full Text :
https://doi.org/10.26599/IJCS.2022.9100012