Cluster-based WSA method to elicit expert knowledge for Bayesian reasoning—Case of parcel delivery with drone

作者：

Highlights：

• A new Bayesian elicitation method based in a clustering technique is detailed.

• A generic algorithm of the Cluster-WSA method is developed.

• A selection procedure of some elicitation methods is established.

• The usefulness of the Cluster-WSA method is verified.

• A case of parcel delivery with drone is applied to validate this method.

摘要

•A new Bayesian elicitation method based in a clustering technique is detailed.•A generic algorithm of the Cluster-WSA method is developed.•A selection procedure of some elicitation methods is established.•The usefulness of the Cluster-WSA method is verified.•A case of parcel delivery with drone is applied to validate this method.

论文关键词：Expert knowledge,Elicitation,WSA,Bayesian network,Decision support,Drone delivery

论文评审过程：Received 10 March 2020, Revised 27 November 2020, Accepted 27 October 2021, Available online 17 November 2021, Version of Record 1 December 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.116160