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Authors: Konstantin Kueffner 1 and Mark Strembeck 2

Affiliations: 1 Vienna University of Economics and Business (WU Vienna), Austria, Secure Business Austria Research Center (SBA) and Austria ; 2 Vienna University of Economics and Business (WU Vienna), Austria, Secure Business Austria Research Center (SBA), Austria, Complexity Science Hub Vienna (CSH) and Austria

Keyword(s): Multilayer Network, Multivalued Path, Temporal Network, Temporal Path, Time, Weighted Network.

Related Ontology Subjects/Areas/Topics: Cloud Computing ; Collaboration and e-Services ; Data Communication Networking ; e-Business ; Enterprise Information Systems ; Platforms and Applications ; Social Networks ; Telecommunications

Abstract: Most approaches for modeling and analyzing temporal networks do not explicitly discuss the underlying notion of time. In this paper, we therefore introduce a generalized notion of time for temporal networks. Our approach also allows for considering non-deterministic time and incomplete data, two issues that are often found when analyzing data-sets extracted from online social networks, for example. In order to demonstrate the consequences of our generalized notion of time, we also discuss the implications for the computation of (shortest) temporal paths in temporal networks.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Kueffner, K. and Strembeck, M. (2019). A Generalized Notion of Time for Modeling Temporal Networks. In Proceedings of the 4th International Conference on Complexity, Future Information Systems and Risk - COMPLEXIS; ISBN 978-989-758-366-7; ISSN 2184-5034, SciTePress, pages 93-100. DOI: 10.5220/0007764000930100

@conference{complexis19,
author={Konstantin Kueffner. and Mark Strembeck.},
title={A Generalized Notion of Time for Modeling Temporal Networks},
booktitle={Proceedings of the 4th International Conference on Complexity, Future Information Systems and Risk - COMPLEXIS},
year={2019},
pages={93-100},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007764000930100},
isbn={978-989-758-366-7},
issn={2184-5034},
}

TY - CONF

JO - Proceedings of the 4th International Conference on Complexity, Future Information Systems and Risk - COMPLEXIS
TI - A Generalized Notion of Time for Modeling Temporal Networks
SN - 978-989-758-366-7
IS - 2184-5034
AU - Kueffner, K.
AU - Strembeck, M.
PY - 2019
SP - 93
EP - 100
DO - 10.5220/0007764000930100
PB - SciTePress