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Authors: Marc Premm 1 ; Martin Riekert, 2 ; Achim Klein 2 and Stefan Kirn 1

Affiliations: 1 University of Hohenheim, Germany ; 2 Department of Information Systems 2, University of Hohenheim, Germany

Keyword(s): Process Modelling in Hospitals, Fractalized Organizations, Multiagent-based Modelling, Data Analytics

Abstract: Most approaches for modelling processes neglect the high degree of distributed decision making in the hospital domain where processes are coordinated by local authorities. The paradigm of fractal organizations combined with the decentralized characteristics of distributed Artificial Intelligence may help to understand and model the problem. This paper presents ongoing research and contributes a meta-model for modelling processes in hospitals with multiagent systems as fractals of a logistics supply network and incorporates data analytics methods to identify dependencies between different fractals. The presented approach is evaluated by analyzing a hospital scenario involving multiple fractals in a patient-centric process.

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Paper citation in several formats:
Premm, M.; Riekert,, M.; Klein, A. and Kirn, S. (2015). Modelling Processes in Fractalized Hospitals with Multiagent Systems and Data Analytics. In Proceedings of the Fourth International Conference on Telecommunications and Remote Sensing - ICTRS; ISBN 978-989-758-152-6, SciTePress, pages 61-68. DOI: 10.5220/0005889500610068

@conference{ictrs15,
author={Marc Premm. and Martin Riekert,. and Achim Klein. and Stefan Kirn.},
title={Modelling Processes in Fractalized Hospitals with Multiagent Systems and Data Analytics},
booktitle={Proceedings of the Fourth International Conference on Telecommunications and Remote Sensing - ICTRS},
year={2015},
pages={61-68},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005889500610068},
isbn={978-989-758-152-6},
}

TY - CONF

JO - Proceedings of the Fourth International Conference on Telecommunications and Remote Sensing - ICTRS
TI - Modelling Processes in Fractalized Hospitals with Multiagent Systems and Data Analytics
SN - 978-989-758-152-6
AU - Premm, M.
AU - Riekert,, M.
AU - Klein, A.
AU - Kirn, S.
PY - 2015
SP - 61
EP - 68
DO - 10.5220/0005889500610068
PB - SciTePress

- Science and Technology Publications, Lda.
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