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Author: Jiří Jelínek

Affiliation: Institute of Applied Informatics, Faculty of Science, University of South Bohemia, Branišovská 1760, České Budějovice, Czech Republic

Keyword(s): Associative Memory, Graph Structures, Human Reasoning, Knowledge Representation, Retrieval, Processing.

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 imp lementation 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. (More)

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Paper citation in several formats:
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; ISSN 2184-433X, SciTePress, pages 716-723. DOI: 10.5220/0010234707160723

@conference{icaart21,
author={Ji\v{r}í 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},
issn={2184-433X},
}

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
IS - 2184-433X
AU - Jelínek, J.
PY - 2021
SP - 716
EP - 723
DO - 10.5220/0010234707160723
PB - SciTePress

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