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Entropy-Based Subjective Choice Models
ISSN
10414347
Date Issued
2022-05-01
Author(s)
Aggarwal, Manish
DOI
10.1109/TKDE.2020.3012061
Abstract
A method to mimic a decision-maker's (DM's) relativistic evaluation of subjective utility for an attribute value is presented. Based on such utility values, probabilistic models that can yield a DM's choice probabilities for different alternatives to be chosen are developed. The proposed choice models are further extended to consider the DM's attitudinal character. An illustrative case-study is included.