English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Plus monthly

Global: Zendy Tools annual

Global: Zendy Tools monthly

Global: Zendy Free Plan

The level dependent Choquet integral has been proposed to handle decisionmaking problems in which the importance and the interaction of criteria maydepend on the level of the alternatives' evaluations. This integral is based ona level dependent capacity, which is a family of single capacities associatedto each level of evaluation for the considered criteria. We present twopossible formulations of the level dependent capacity where importance andinteraction of criteria are constant inside each one of the subintervals inwhich the interval of evaluations for considered criteria is split or vary withcontinuity inside the whole interval of evaluations. Since, in general, thereis not only one but many level dependent capacities compatible with thepreference information provided by the Decision Maker, we propose to take intoaccount all of them by using the Robust Ordinal Regression (ROR) and theStochastic Multicriteria Acceptability Analysis (SMAA). On one hand, RORdefines a necessary preference relation (if an alternative a is at least asgood as an alternative b for all compatible level dependent capacities), and apossible preference relation (if a is at least as good as b for at least onecompatible level dependent capacity). On the other hand, considering a randomsampling of compatible level dependent capacities, SMAA gives the probabilitythat each alternative reaches a certain ranking position as well as theprobability that an alternative is preferred to another. A real-world decisionproblem on rankings of universities is provided to illustrate the proposedmethodology.

As simple as possible but not simpler in Multiple Criteria Decision Aiding: the ROR-SMAA level dependent Choquet integral approach