An assertive reasoning method for emergency response management based on knowledge elements C4.5 decision tree

作者：

Highlights：

• A hierarchical representation method of model construction and model selection progress.

• Balance coefficient to improve C4.5 algorithm for model construction.

• Assert reasoning for model selection to underlie knowledge element network.

• Taking the 8.12 explosion accident in Binhai distinct of Tianjin as an example.

摘要

•A hierarchical representation method of model construction and model selection progress.•Balance coefficient to improve C4.5 algorithm for model construction.•Assert reasoning for model selection to underlie knowledge element network.•Taking the 8.12 explosion accident in Binhai distinct of Tianjin as an example.

论文关键词：Assertive reasoning,C4.5 decision tree,Decision support system,Emergency management,Knowledge elements

论文评审过程：Received 31 March 2018, Revised 19 December 2018, Accepted 21 December 2018, Available online 28 December 2018, Version of Record 29 December 2018.

论文官网地址：https://doi.org/10.1016/j.eswa.2018.12.042