Compact Preference Representation for Pilot Decision Recommendation

Denys Bernard, Jean-Claude Méré, William Nicolas

2022

Abstract

Our goal is to apply compact representations of preferences (Kaci et Al., 2020) in pilot recommendation functions for future commercial aircraft. The support of a decision assistant would be helpful in a variety of flight situations, and we focus here on the case of a diversion decision. CRP are based on simple, modular and intuitive representation of preferences among a set of candidate solutions. Solutions are represented as vectors of qualitative variables. CRPs help to define a logical language for specifying «preference statements". Those preference statements are used to sort a set of candidate solutions (or "outcomes"). Each outcome is represented as a vector of qualitative or propositional variables. The conceptual simplicity of CRP facilitates knowledge elicitation and explanation processes. We developed a variant of an existing framework named CP-theories (Wilson, 2011) which fulfils our expressivity and operational constraints. The language and algorithms of our framework have been applied to support pilots to make the best decision about flight diversions.

Paper Citation

in Harvard Style

Bernard D., Méré J. and Nicolas W. (2022). Compact Preference Representation for Pilot Decision Recommendation. In Proceedings of the 1st International Conference on Cognitive Aircraft Systems - Volume 1: ICCAS; ISBN 978-989-758-657-6, SciTePress, pages 5-9. DOI: 10.5220/0011925000003622

in Bibtex Style

@conference{iccas22,
author={Denys Bernard and Jean-Claude Méré and William Nicolas},
title={Compact Preference Representation for Pilot Decision Recommendation},
booktitle={Proceedings of the 1st International Conference on Cognitive Aircraft Systems - Volume 1: ICCAS},
year={2022},
pages={5-9},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011925000003622},
isbn={978-989-758-657-6},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st International Conference on Cognitive Aircraft Systems - Volume 1: ICCAS
TI - Compact Preference Representation for Pilot Decision Recommendation
SN - 978-989-758-657-6
AU - Bernard D.
AU - Méré J.
AU - Nicolas W.
PY - 2022
SP - 5
EP - 9
DO - 10.5220/0011925000003622
PB - SciTePress