Double-Layer Simulation Model of Associative Reasoning
Identifikátory výsledku
Kód výsledku v 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>
Výsledek na webu
<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>
Alternativní jazyky
Jazyk výsledku
angličtina
Název v původním jazyce
Double-Layer Simulation Model of Associative Reasoning
Popis výsledku v původním jazyce
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' cognitive and decision-making processes because they significantly affect the individual knowledge base. This influence arises from the history of individual's perceptions, and due to that, significant differences between individuals must be taken into account. The model'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.
Název v anglickém jazyce
Double-Layer Simulation Model of Associative Reasoning
Popis výsledku anglicky
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' cognitive and decision-making processes because they significantly affect the individual knowledge base. This influence arises from the history of individual's perceptions, and due to that, significant differences between individuals must be taken into account. The model'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.
Klasifikace
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)
Návaznosti výsledku
Projekt
—
Návaznosti
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Ostatní
Rok uplatnění
2021
Kód důvěrnosti údajů
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Údaje specifické pro druh výsledku
Název statě ve sborníku
11th International Conference on Advanced Computer Information Technologies, ACIT 2021 – Proceedings
ISBN
978-1-66541-854-6
ISSN
—
e-ISSN
—
Počet stran výsledku
4
Strana od-do
71-74
Název nakladatele
Institute of Electrical and Electronics Engineers
Místo vydání
Deggendorf, Germany
Místo konání akce
Deggendorf, Germany
Datum konání akce
15. 9. 2021
Typ akce podle státní příslušnosti
WRD - Celosvětová akce
Kód UT WoS článku
—