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On Conflicts of Linguistic Fuzzy Rules

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F22%3AA2302FOR" target="_blank" >RIV/61988987:17610/22:A2302FOR - isvavai.cz</a>

  • Result on the web

    <a href="https://link.springer.com/chapter/10.1007/978-3-031-08971-8_20" target="_blank" >https://link.springer.com/chapter/10.1007/978-3-031-08971-8_20</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1007/978-3-031-08971-8_20" target="_blank" >10.1007/978-3-031-08971-8_20</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    On Conflicts of Linguistic Fuzzy Rules

  • Original language description

    In this paper, we study the conflict (or inconsistency) of linguistic fuzzy IF-THEN rules that use evaluative linguistic expressions. Firstly, we approach the so-called 1-coherence of the interpretation of perception-based logical deduction inference method, which is the method tailored to the linguistic fuzzy rules. This restrictive coherence of the used model enables the definition of conflicting rules, and consequently, it can be determined directly based on the existence of conflicting rules. Secondly, we focus on investigating the criteria to detect the conflicting rules in a given linguistic description. Based on the criteria, an algorithm for the automatic deduction of the pairs of rules which are in conflict is established. Finally, the paper demonstrates the efficient use of the proposed algorithm on an illustrative example.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10200 - Computer and information sciences

Result continuities

  • Project

    <a href="/en/project/GA20-07851S" target="_blank" >GA20-07851S: Fuzzy relational structures in approximate reasoning</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2022

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Information Processing and Management of Uncertainty in Knowledge-Based Systems

  • ISBN

    978-3-031-08970-1

  • ISSN

    1865-0929

  • e-ISSN

    1865-0937

  • Number of pages

    12

  • Pages from-to

    233-244

  • Publisher name

    Springer

  • Place of publication

    Cham

  • Event location

    Milano, Itálie

  • Event date

    Jan 1, 2022

  • Type of event by nationality

    CST - Celostátní akce

  • UT code for WoS article