An Alternative Approach to the Axiomatic Characterization of the Interval Shapley Value

Abstract

This study presents a new approach to the axiomatic characterization of the interval Shapley value. This approach aims to improve our comprehension of the particular characteristics of the interval Shapley value in a provided context. Furthermore, the research contributes to the related literature by expanding and applying the fundamental axiomatic principles used to define the interval Shapley value. The proposed axioms encompass symmetry, gain-loss, and differential marginality, offering a distinctive framework for understanding and characterizing the interval Shapley value. Through these axioms, the paper examines and interprets the intrinsic properties of the value objectively, presenting a new perspective on the interval Shapley value. The characterization highlights the importance and distinctiveness of the interval Shapley value.