Preference information modeling by empty interaction index based on monotone measure

Endre Pap, Jianzhang Wu, Aniko Szakal

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, we consider the monotone measure identification issue from the perspective of the Shapley importance and interaction index, and propose Shapely importance and interaction index oriented monotone measure identification methods. We investigate some properties of the probabilistic interaction indices of the empty set, analyze the meaning of the Shapely interaction index of the empty set in the context of multicriteria decision analysis, and propose the maximum and minimum empty set interaction principles based monotone easure identification methods.

Original languageEnglish
Title of host publicationCINTI 2015 - 16th IEEE International Symposium on Computational Intelligence and Informatics, Proceedings
EditorsAniko Szakal
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages41-45
Number of pages5
ISBN (Electronic)9781467385206
DOIs
Publication statusPublished - Jan 13 2016
Event16th IEEE International Symposium on Computational Intelligence and Informatics, CINTI 2015 - Budapest, Hungary
Duration: Nov 19 2015Nov 21 2015

Publication series

NameCINTI 2015 - 16th IEEE International Symposium on Computational Intelligence and Informatics, Proceedings

Other

Other16th IEEE International Symposium on Computational Intelligence and Informatics, CINTI 2015
CountryHungary
CityBudapest
Period11/19/1511/21/15

Keywords

  • Choquet integral
  • Explicit preference information
  • Multicriteria decision analysis
  • Shapley importance and interaction index
  • monotone measure

ASJC Scopus subject areas

  • Artificial Intelligence
  • Information Systems

Cite this

Pap, E., Wu, J., & Szakal, A. (2016). Preference information modeling by empty interaction index based on monotone measure. In A. Szakal (Ed.), CINTI 2015 - 16th IEEE International Symposium on Computational Intelligence and Informatics, Proceedings (pp. 41-45). [7382950] (CINTI 2015 - 16th IEEE International Symposium on Computational Intelligence and Informatics, Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CINTI.2015.7382950