TY - GEN

T1 - Application of the Case Models Restriction for Modeling Argumentation Reasoning

AU - Yakhyaeva, Gulnara

N1 - Funding Information: The research was funded by RFBR and Novosibirsk region, project number 20-47-540005. Publisher Copyright: © 2021 IEEE.

PY - 2021

Y1 - 2021

N2 - Within the framework of this article, for the formal presentation of case based and argumentative reasoning the apparatus of Case and Fuzzy Models is used. Knowledge about the Cases of the object domain is formalized in the form of algebraic systems. Then they are combined into a Case Model, which gives us a qualitative description of certain events in the object domain. By fuzzification of the Case Model, we get a Fuzzy Model of the object domain. The Fuzzy Model allows us to work with the quantitative characteristics of various events in the object domain, as well as construct samples of argumentation in the form of domain signature formulas. Using the Restrictions of Case Models allows us to model the influence of examples of argumentation on the quantitative characteristics of domain events.

AB - Within the framework of this article, for the formal presentation of case based and argumentative reasoning the apparatus of Case and Fuzzy Models is used. Knowledge about the Cases of the object domain is formalized in the form of algebraic systems. Then they are combined into a Case Model, which gives us a qualitative description of certain events in the object domain. By fuzzification of the Case Model, we get a Fuzzy Model of the object domain. The Fuzzy Model allows us to work with the quantitative characteristics of various events in the object domain, as well as construct samples of argumentation in the form of domain signature formulas. Using the Restrictions of Case Models allows us to model the influence of examples of argumentation on the quantitative characteristics of domain events.

KW - Argumentation

KW - Case Model

KW - Fuzzification

KW - Generalized Case Model

KW - restriction of model

UR - http://www.scopus.com/inward/record.url?scp=85126819307&partnerID=8YFLogxK

UR - https://www.mendeley.com/catalogue/45358642-108d-35ae-b1d1-70028f59ab60/

U2 - 10.1109/KNOTH54462.2021.9686318

DO - 10.1109/KNOTH54462.2021.9686318

M3 - Conference contribution

AN - SCOPUS:85126819307

SN - 9781665467193

T3 - 2021 International Symposium on Knowledge, Ontology, and Theory, KNOTH 2021

SP - 40

EP - 44

BT - 2021 International Symposium on Knowledge, Ontology, and Theory, KNOTH 2021

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2021 International Symposium on Knowledge, Ontology, and Theory, KNOTH 2021

Y2 - 4 December 2021

ER -