Modeling and Simulation of Associative Reasoning

Jiří Jelínek

2021

Abstract

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'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's knowledge base. The behavior of this model will be demonstrated in experiments.

Paper Citation

in Harvard Style

Jelínek J. (2021). Modeling and Simulation of Associative Reasoning.In Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, ISBN 978-989-758-484-8, pages 716-723. DOI: 10.5220/0010234707160723

in Bibtex Style

@conference{icaart21,
author={Jiří Jelínek},
title={Modeling and Simulation of Associative Reasoning},
booktitle={Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,},
year={2021},
pages={716-723},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010234707160723},
isbn={978-989-758-484-8},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,
TI - Modeling and Simulation of Associative Reasoning
SN - 978-989-758-484-8
AU - Jelínek J.
PY - 2021
SP - 716
EP - 723
DO - 10.5220/0010234707160723