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Authors: Jiří Jelínek and Roman Klimeš

Affiliation: University of South Bohemia in Ceske Budejovice, Czech Republic

Keyword(s): Social Networks, Dissemination of Knowledge and Information, Modeling, Simulation.

Related Ontology Subjects/Areas/Topics: Agents ; Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Bioinformatics ; Biomedical Engineering ; Distributed and Mobile Software Systems ; Enterprise Information Systems ; Information Systems Analysis and Specification ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Methodologies and Technologies ; Multi-Agent Systems ; Operational Research ; Simulation ; Software Engineering ; Symbolic Systems

Abstract: Social networks are currently the most studied structures due to their popularity among IT users. In our paper we will focus on the dynamics of the dissemination of information in these networks. We will introduce the advanced heuristic conceptual model of individuals’ behavior in the network which is based on need for information and knowledge for solving specific problems; the proposed multi-agent model of the social networks dynamics is based on this concept. This version of the model was adapted for scale-free and growing networks. Experiments conducted with new model were focused on verifying its behavior with respect to knowledge about the type of modeled networks and on observation of dynamic effects in them; the results will be presented as well.

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Paper citation in several formats:
Jelínek, J. and Klimeš, R. (2016). Improved Model of Social Networks Dynamics. In Proceedings of the 8th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART; ISBN 978-989-758-172-4; ISSN 2184-433X, SciTePress, pages 141-148. DOI: 10.5220/0005682701410148

@conference{icaart16,
author={Ji\v{r}í Jelínek and Roman Klimeš},
title={Improved Model of Social Networks Dynamics},
booktitle={Proceedings of the 8th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART},
year={2016},
pages={141-148},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005682701410148},
isbn={978-989-758-172-4},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 8th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART
TI - Improved Model of Social Networks Dynamics
SN - 978-989-758-172-4
IS - 2184-433X
AU - Jelínek, J.
AU - Klimeš, R.
PY - 2016
SP - 141
EP - 148
DO - 10.5220/0005682701410148
PB - SciTePress

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