Print Email Facebook Twitter Markov Modulated Process to Model Human Mobility Title Markov Modulated Process to Model Human Mobility Author Chang, Brian (Student TU Delft) Yang, Liufei (Student TU Delft) Sensi, M. (TU Delft Network Architectures and Services) Achterberg, M.A. (TU Delft Network Architectures and Services) Wang, F. (TU Delft Network Architectures and Services) Rinaldi, M. (TU Delft Transport and Planning) Van Mieghem, P.F.A. (TU Delft Network Architectures and Services) Contributor Benito, Rosa Maria (editor) Cherifi, Chantal (editor) Cherifi, Hocine (editor) Moro, Esteban (editor) Rocha, Luis M. (editor) Sales-Pardo, Marta (editor) Date 2022 Abstract We introduce a Markov Modulated Process (MMP) to describe human mobility. We represent the mobility process as a time-varying graph, where a link specifies a connection between two nodes (humans) at any discrete time step. Each state of the Markov chain encodes a certain modification to the original graph. We show that our MMP model successfully captures the main features of a random mobility simulator, in which nodes moves in a square region. We apply our MMP model to human mobility, measured in a library. Subject Human mobilityMarkov chainsMarkov modulated processModelingTime-varying networks To reference this document use: http://resolver.tudelft.nl/uuid:510e4f10-34c4-466a-bb1f-c161a52d87c6 DOI https://doi.org/10.1007/978-3-030-93409-5_50 Publisher Springer Embargo date 2023-02-01 ISBN 978-3-030-93408-8 Source Complex Networks and Their Applications X - Proceedings of the 10th International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021 Event 10th International Conference on Complex Networks and Their Applications, COMPLEX NETWORKS 2021, 2021-11-30 → 2021-12-02, Hybrid at Madrid, Spain Series Studies in Computational Intelligence, 1860-949X, 1015 Bibliographical note Green Open Access added to TU Delft Institutional Repository ‘You share, we take care!’ – Taverne project https://www.openaccess.nl/en/you-share-we-take-care Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public. Part of collection Institutional Repository Document type conference paper Rights © 2022 Brian Chang, Liufei Yang, M. Sensi, M.A. Achterberg, F. Wang, M. Rinaldi, P.F.A. Van Mieghem Files PDF ComplexNetworks2021_MMP_h ... bility.pdf 790.82 KB PDF Chang2022_Chapter_MarkovM ... ModelH.pdf 547.87 KB Close viewer /islandora/object/uuid:510e4f10-34c4-466a-bb1f-c161a52d87c6/datastream/OBJ1/view