A contextual Choquet integral-based preference learning model considering both criteria interactions and the compromise effects of decision-makers

作者：

Highlights：

• We propose a contextual Choquet integral for modeling human decision process.

• We discuss the usefulness of our approach in multiple criteria analysis.

• We develop a preference learning model with the robust ordinal regression.

• Empirical evidence shows the effectiveness of the contextual Choquet integral.

摘要

•We propose a contextual Choquet integral for modeling human decision process.•We discuss the usefulness of our approach in multiple criteria analysis.•We develop a preference learning model with the robust ordinal regression.•Empirical evidence shows the effectiveness of the contextual Choquet integral.

论文关键词：Multiple criteria analysis,Preference learning,Compromise effect,Interactive criteria,Robust ordinal regression

论文评审过程：Received 10 May 2021, Revised 21 September 2022, Accepted 3 October 2022, Available online 7 October 2022, Version of Record 11 October 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.118977