Toward a Dempster-Shafer theory of concepts
Artificial Intelligence
2021-05-19 v2 Logic in Computer Science
Abstract
In this paper, we generalize the basic notions and results of Dempster-Shafer theory from predicates to formal concepts. Results include the representation of conceptual belief functions as inner measures of suitable probability functions, and a Dempster-Shafer rule of combination on belief functions on formal concepts.
Cite
@article{arxiv.1908.05145,
title = {Toward a Dempster-Shafer theory of concepts},
author = {Sabine Frittella and Krishna Manoorkar and Alessandra Palmigiano and Apostolos Tzimoulis and Nachoem M. Wijnberg},
journal= {arXiv preprint arXiv:1908.05145},
year = {2021}
}