Modeling and Simulation of Associative Reasoning

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60076658%3A12310%2F21%3A43903768" target="_blank" >RIV/60076658:12310/21:43903768 - isvavai.cz</a>

Výsledek na webu

<a href="https://www.scitepress.org/PublicationsDetail.aspx?ID=TJyBBYVdiC0=&t=1" target="_blank" >https://www.scitepress.org/PublicationsDetail.aspx?ID=TJyBBYVdiC0=&t=1</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.5220/0010234707160723" target="_blank" >10.5220/0010234707160723</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Modeling and Simulation of Associative Reasoning

Popis výsledku v původním jazyce

Modeling human behavior is a popular area of research. Special attention is then focused on activities related to knowledge processing. It is the knowledge that has a fundamental influence on an individual&apos;s decision-making and its dynamics. The subject of research is both the representation of knowledge and the procedures of their processing. The processing also comprises associative reasoning. Associations significantly influence the knowledge base used in processing stimuli and thus participate in creating a knowledge context that is further used for knowledge derivation and decision making. This paper focuses on the area of associative knowledge processing. There are already classical approaches associated with developing probabilistic neural networks, which can also be used with modifications at a higher abstraction level. This paper aims to show that associative processing of knowledge can be described with these approaches and simulated. The article will present a possible implementation of the model of knowledge storage and associative processing on the individual&apos;s knowledge base. The behavior of this model will be demonstrated in experiments.

Název v anglickém jazyce

Modeling and Simulation of Associative Reasoning

Popis výsledku anglicky

Modeling human behavior is a popular area of research. Special attention is then focused on activities related to knowledge processing. It is the knowledge that has a fundamental influence on an individual&apos;s decision-making and its dynamics. The subject of research is both the representation of knowledge and the procedures of their processing. The processing also comprises associative reasoning. Associations significantly influence the knowledge base used in processing stimuli and thus participate in creating a knowledge context that is further used for knowledge derivation and decision making. This paper focuses on the area of associative knowledge processing. There are already classical approaches associated with developing probabilistic neural networks, which can also be used with modifications at a higher abstraction level. This paper aims to show that associative processing of knowledge can be described with these approaches and simulated. The article will present a possible implementation of the model of knowledge storage and associative processing on the individual&apos;s knowledge base. The behavior of this model will be demonstrated in experiments.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

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

Projekt

—

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2021

Kód důvěrnosti údajů

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

Název statě ve sborníku

ICAART: PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE - VOL 2

ISBN

978-989-758-484-8

ISSN

—

e-ISSN

—

Počet stran výsledku

8

Strana od-do

716-723

Název nakladatele

SCITEPRESS

Místo vydání

SETUBAL

Místo konání akce

Lisabon

Datum konání akce

4. 2. 2021

Typ akce podle státní příslušnosti

EUR - Evropská akce

Kód UT WoS článku

000661455800077