Double-Layer Simulation Model of Associative Reasoning

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60076658%3A12310%2F21%3A43904123" target="_blank" >RIV/60076658:12310/21:43904123 - isvavai.cz</a>

Result on the web

<a href="http://dx.doi.org/10.1109/ACIT52158.2021.9548477" target="_blank" >http://dx.doi.org/10.1109/ACIT52158.2021.9548477</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/ACIT52158.2021.9548477" target="_blank" >10.1109/ACIT52158.2021.9548477</a>

Result language

angličtina

Original language name

Double-Layer Simulation Model of Associative Reasoning

Original language description

The article presents a model for the simulation of associative reasoning. This theme has been in the spotlight for a long time, mainly due to its influence on individuals&apos; cognitive and decision-making processes because they significantly affect the individual knowledge base. This influence arises from the history of individual&apos;s perceptions, and due to that, significant differences between individuals must be taken into account. The model&apos;s main benefit is the selected way of representing knowledge. It takes the whole input perception (observation) and metadata about it as a basic associative processing unit. The model also respects the different importance of specific objects and concepts in perception. Concrete procedures for the implementation of associative processes are also described. The aim was to achieve a state when the model will simulate the dynamics of associative reasoning and specify the so-called knowledge context, which can then serve as a basis for subsequent decision-making processes. The paper describes in detail the structure of the model and some experiments that were performed with it.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

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OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

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Continuities

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year

2021

Confidentiality

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

Article name in the collection

11th International Conference on Advanced Computer Information Technologies, ACIT 2021 – Proceedings

ISBN

978-1-66541-854-6

ISSN

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e-ISSN

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Number of pages

4

Pages from-to

71-74

Publisher name

Institute of Electrical and Electronics Engineers

Place of publication

Deggendorf, Germany

Event location

Deggendorf, Germany

Event date

Sep 15, 2021

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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